Methods › Computer Vision › Semantic Segmentation Models › U-Net › Papers where code ran, page 1
U-Net
Papers archive 2025-07-28
archive papers tagged: 2,588 · with a code link: 1,017 · where Syntology ran a sample: 156 (130 with a run with no instrument failure, 26 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (156 of 2,588 tagged: 130 with a run with no instrument failure, 26 where every run was a failure of Syntology's instrument)
Syntology We ran code from the paper's repository; we did not isolate this method inside it.
Page 1 of 2: papers 1 to 100 of the 156 tagged papers where Syntology ran at least one harvested sample (130 with a run with no instrument failure, 26 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Simulate Any Radar: Attribute-Controllable Radar Simulation via Waveform Parameter Embedding 3 Jun 2025 · 1 repository · arXiv:2506.03134Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples)
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Alias-Free Latent Diffusion Models:Improving Fractional Shift Equivariance of Diffusion Latent Space 12 Mar 2025 · 1 repository · arXiv:2503.09419Syntology official (archive's flag): 3 ran · 3 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Volumetric Conditioning Module to Control Pretrained Diffusion Models for 3D Medical Images 29 Oct 2024 · 1 repository · arXiv:2410.21826Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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A Unified Framework for Forward and Inverse Problems in Subsurface Imaging using Latent Space Translations 15 Oct 2024 · 1 repository · arXiv:2410.11247Syntology official (archive's flag): 6 ran · 6 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 5 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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High-Precision Dichotomous Image Segmentation via Probing Diffusion Capacity 14 Oct 2024 · 1 repository · arXiv:2410.10105Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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MuseTalk: Real-Time High-Fidelity Video Dubbing via Spatio-Temporal Sampling 14 Oct 2024 · 1 repository · arXiv:2410.10122Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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Improving Text-guided Object Inpainting with Semantic Pre-inpainting 12 Sep 2024 · 1 repository · arXiv:2409.08260Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 2 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 2 pointer-only (licence)
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Efficient Image-to-Image Diffusion Classifier for Adversarial Robustness 16 Aug 2024 · 1 repository · arXiv:2408.08502Syntology official (archive's flag): 16 ran · 16 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 1 violated, 5 with no contract checked; 9 where Syntology's instrument failed) · 2 unverified (of 18 harvested samples) · 18 pointer-only (licence)
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Pick of the Bunch: Detecting Infrared Small Targets Beyond Hit-Miss Trade-Offs via Selective Rank-Aware Attention 7 Aug 2024 · 1 repository · arXiv:2408.03717Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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LaMamba-Diff: Linear-Time High-Fidelity Diffusion Models Based on Local Attention and Mamba 5 Aug 2024 · 1 repository · arXiv:2408.02615Syntology official (archive's flag): 14 ran · 14 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 4 honoured, 0 violated, 6 with no contract checked; 4 where Syntology's instrument failed) · 7 unverified (of 21 harvested samples) · 10 pointer-only (licence)
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Stable-Hair: Real-World Hair Transfer via Diffusion Model 19 Jul 2024 · 1 repository · arXiv:2407.14078Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 1 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 12 harvested samples) · 2 pointer-only (licence)
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Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamics 19 Jul 2024 · 1 repository · arXiv:2407.14129Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
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Subject-driven Text-to-Image Generation via Preference-based Reinforcement Learning 16 Jul 2024 · 1 repository · arXiv:2407.12164Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples)
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SUM: Saliency Unification through Mamba for Visual Attention Modeling 25 Jun 2024 · 1 repository · arXiv:2406.17815Syntology official (archive's flag): 14 ran · 14 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 14 harvested samples)
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Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models and Time-Dependent Layer Normalization 13 Jun 2024 · 1 repository · arXiv:2406.09416Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 16 harvested samples) · 6 pointer-only (licence)
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U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation 5 Jun 2024 · 2 repositories · arXiv:2406.02918Syntology 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation 4 Jun 2024 · 1 repository · arXiv:2406.02540Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 7 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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Ensembling Diffusion Models via Adaptive Feature Aggregation 27 May 2024 · 1 repository · arXiv:2405.17082Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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DiM: Diffusion Mamba for Efficient High-Resolution Image Synthesis 23 May 2024 · 1 repository · arXiv:2405.14224Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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U-DiTs: Downsample Tokens in U-Shaped Diffusion Transformers 4 May 2024 · 1 repository · arXiv:2405.02730Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Generative Diffusion-based Downscaling for Climate 27 Apr 2024 · 1 repository · arXiv:2404.17752Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation 15 Apr 2024 · 3 repositories · arXiv:2404.09556Syntology official (archive's flag): 3 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 2 pointer-only (licence)
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Rethinking the Spatial Inconsistency in Classifier-Free Diffusion Guidance 8 Apr 2024 · 1 repository · arXiv:2404.05384Syntology official (archive's flag): 2 ran · 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 4 harvested samples) · 4 pointer-only (licence)
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LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image Segmentation 7 Apr 2024 · 1 repository · arXiv:2404.05102Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Drag Your Noise: Interactive Point-based Editing via Diffusion Semantic Propagation 1 Apr 2024 · 1 repository · arXiv:2404.01050Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 1 violated, 7 with no contract checked; 4 where Syntology's instrument failed) · 5 unverified (of 17 harvested samples) · 17 pointer-only (licence)
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SVGCraft: Beyond Single Object Text-to-SVG Synthesis with Comprehensive Canvas Layout 30 Mar 2024 · 1 repository · arXiv:2404.00412Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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Infrared Small Target Detection with Scale and Location Sensitivity 28 Mar 2024 · 1 repository · arXiv:2403.19366Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Make-Your-Anchor: A Diffusion-based 2D Avatar Generation Framework 25 Mar 2024 · 1 repository · arXiv:2403.16510Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions 25 Mar 2024 · 1 repository · arXiv:2403.16627Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 1 pointer-only (licence)
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Diversified and Personalized Multi-rater Medical Image Segmentation 20 Mar 2024 · 1 repository · arXiv:2403.13417Syntology official (archive's flag): 6 ran · 6 ran (of which 5 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 7 unverified (of 13 harvested samples)
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Arc2Face: A Foundation Model for ID-Consistent Human Faces 18 Mar 2024 · 3 repositories · arXiv:2403.11641Syntology community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 4 harvested samples) · 3 pointer-only (licence)
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SLCF-Net: Sequential LiDAR-Camera Fusion for Semantic Scene Completion using a 3D Recurrent U-Net 13 Mar 2024 · 1 repository · arXiv:2403.08885Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 2 pointer-only (licence)
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Stable-Makeup: When Real-World Makeup Transfer Meets Diffusion Model 12 Mar 2024 · 1 repository · arXiv:2403.07764Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 1 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 2 pointer-only (licence)
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ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment 8 Mar 2024 · 2 repositories · arXiv:2403.05135Syntology 5 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
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ViewDiff: 3D-Consistent Image Generation with Text-to-Image Models 4 Mar 2024 · 1 repository · arXiv:2403.01807Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (of 12 harvested samples) · 12 pointer-only (licence)
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Scalable Diffusion Models with State Space Backbone 8 Feb 2024 · 2 repositories · arXiv:2402.05608Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 3 honoured, 0 violated, 2 with no contract checked; 8 where Syntology's instrument failed) · 0 unverified (of 13 harvested samples) · 13 pointer-only (licence)
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LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation 7 Feb 2024 · 1 repository · arXiv:2402.05054Syntology 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 2 pointer-only (licence)
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Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image Segmentation 7 Feb 2024 · 1 repository · arXiv:2402.05079Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
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Estimating Epistemic and Aleatoric Uncertainty with a Single Model 5 Feb 2024 · 1 repository · arXiv:2402.03478Syntology official (archive's flag): 2 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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FreeStyle: Free Lunch for Text-guided Style Transfer using Diffusion Models 28 Jan 2024 · 1 repository · arXiv:2401.15636Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Lumiere: A Space-Time Diffusion Model for Video Generation 23 Jan 2024 · 1 repository · arXiv:2401.12945Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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VONet: Unsupervised Video Object Learning With Parallel U-Net Attention and Object-wise Sequential VAE 20 Jan 2024 · 1 repository · arXiv:2401.11110Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Efficient Deformable ConvNets: Rethinking Dynamic and Sparse Operator for Vision Applications 11 Jan 2024 · 2 repositories · arXiv:2401.06197Syntology official (archive's flag): 7 ran · 12 ran (of which 2 constructed an object rather than computing a result; 12 with no instrument failure: 2 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 18 harvested samples) · 6 pointer-only (licence)
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StreamDiffusion: A Pipeline-level Solution for Real-time Interactive Generation 19 Dec 2023 · 1 repository · arXiv:2312.12491Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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SCEdit: Efficient and Controllable Image Diffusion Generation via Skip Connection Editing 18 Dec 2023 · 2 repositories · arXiv:2312.11392Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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Rethinking materials simulations: Blending direct numerical simulations with neural operators 8 Dec 2023 · 1 repository · arXiv:2312.05410Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Kandinsky 3.0 Technical Report 6 Dec 2023 · 1 repository · arXiv:2312.03511Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified (of 14 harvested samples)
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Evaluating General Purpose Vision Foundation Models for Medical Image Analysis: An Experimental Study of DINOv2 on Radiology Benchmarks 4 Dec 2023 · 2 repositories · arXiv:2312.02366Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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DragVideo: Interactive Drag-style Video Editing 3 Dec 2023 · 1 repository · arXiv:2312.02216Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 14 harvested samples) · 14 pointer-only (licence)
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DeepCache: Accelerating Diffusion Models for Free 1 Dec 2023 · 3 repositories · arXiv:2312.00858Syntology community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Do text-free diffusion models learn discriminative visual representations? 29 Nov 2023 · 1 repository · arXiv:2311.17921Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 3 honoured, 0 violated, 7 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 14 harvested samples) · 10 pointer-only (licence)
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Enhancing Diffusion Models with Text-Encoder Reinforcement Learning 27 Nov 2023 · 1 repository · arXiv:2311.15657Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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ScaleCrafter: Tuning-free Higher-Resolution Visual Generation with Diffusion Models 11 Oct 2023 · 1 repository · arXiv:2310.07702Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling 10 Oct 2023 · 1 repository · arXiv:2310.06389Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 3 honoured, 0 violated, 5 with no contract checked; 5 where Syntology's instrument failed) · 4 unverified (of 17 harvested samples) · 8 pointer-only (licence)
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FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing 9 Oct 2023 · 1 repository · arXiv:2310.05922Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 4 harvested samples)
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vSHARP: variable Splitting Half-quadratic Admm algorithm for Reconstruction of inverse-Problems 18 Sep 2023 · 1 repository · arXiv:2309.09954Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid Dynamics 13 Sep 2023 · 1 repository · arXiv:2310.05963Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenter 6 Sep 2023 · 1 repository · arXiv:2309.02773Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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SILT: Shadow-aware Iterative Label Tuning for Learning to Detect Shadows from Noisy Labels 23 Aug 2023 · 1 repository · arXiv:2308.12064Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Precipitation nowcasting with generative diffusion models 13 Aug 2023 · 1 repository · arXiv:2308.06733Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image Segmentation 7 Aug 2023 · 1 repository · arXiv:2308.03723Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples)
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SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image Segmentation 24 Jul 2023 · 1 repository · arXiv:2307.12591Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation 4 Jul 2023 · 1 repository · arXiv:2307.01831Syntology 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 1 pointer-only (licence)
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Multigrid-Augmented Deep Learning Preconditioners for the Helmholtz Equation using Compact Implicit Layers 30 Jun 2023 · 1 repository · arXiv:2306.17486Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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Brain tumor segmentation using synthetic MR images -- A comparison of GANs and diffusion models 5 Jun 2023 · 1 repository · arXiv:2306.02986Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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A Unified Framework for U-Net Design and Analysis 31 May 2023 · 1 repository · arXiv:2305.19638Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 3 pointer-only (licence)
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BK-SDM: A Lightweight, Fast, and Cheap Version of Stable Diffusion 25 May 2023 · 3 repositories · arXiv:2305.15798Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Low-Light Image Enhancement via Structure Modeling and Guidance 10 May 2023 · 1 repository · arXiv:2305.05839Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Deep Spatiotemporal Clustering: A Temporal Clustering Approach for Multi-dimensional Climate Data 27 Apr 2023 · 1 repository · arXiv:2304.14541Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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FMG-Net and W-Net: Multigrid Inspired Deep Learning Architectures For Medical Imaging Segmentation 5 Apr 2023 · 1 repository · arXiv:2304.02725Syntology community repositories only · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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PDPP: Projected Diffusion for Procedure Planning in Instructional Videos 26 Mar 2023 · 1 repository · arXiv:2303.14676Syntology official (archive's flag): 2 ran · 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 3 harvested samples) · 3 pointer-only (licence)
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MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation 17 Mar 2023 · 1 repository · arXiv:2303.09975Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 3 pointer-only (licence)
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P+: Extended Textual Conditioning in Text-to-Image Generation 16 Mar 2023 · 1 repository · arXiv:2303.09522Syntology 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 1 pointer-only (licence)
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Exploiting Partial Common Information Microstructure for Multi-Modal Brain Tumor Segmentation 6 Feb 2023 · 1 repository · arXiv:2302.02521Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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PCRLv2: A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis 2 Jan 2023 · 1 repository · arXiv:2301.00772Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples)
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MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation 19 Dec 2022 · 1 repository · arXiv:2212.09478Syntology official (archive's flag): 16 ran · 16 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 3 honoured, 0 violated, 9 with no contract checked; 4 where Syntology's instrument failed) · 2 unverified (of 18 harvested samples) · 8 pointer-only (licence)
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Scalable Diffusion Models with Transformers 19 Dec 2022 · 13 repositories · arXiv:2212.09748Syntology official: no sample here; runs from other or unrecorded repositories · 15 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 2 honoured, 0 violated, 10 with no contract checked; 3 where Syntology's instrument failed) · 5 unverified (of 20 harvested samples) · 4 pointer-only (licence)
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SmartBrush: Text and Shape Guided Object Inpainting with Diffusion Model 9 Dec 2022 · 1 repository · arXiv:2212.05034Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples)
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Diffusion-SDF: Text-to-Shape via Voxelized Diffusion 6 Dec 2022 · 1 repository · arXiv:2212.03293Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Region-Conditioned Orthogonal 3D U-Net for Weather4Cast Competition 5 Dec 2022 · 2 repositories · arXiv:2212.02059Syntology official (archive's flag): 15 ran · 18 ran (of which 5 constructed an object rather than computing a result; 10 with no instrument failure: 2 honoured, 1 violated, 7 with no contract checked; 8 where Syntology's instrument failed) · 2 unverified (of 20 harvested samples) · 20 pointer-only (licence)
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UIU-Net: U-Net in U-Net for Infrared Small Object Detection 2 Dec 2022 · 1 repository · arXiv:2212.00968Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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WeatherFusionNet: Predicting Precipitation from Satellite Data 30 Nov 2022 · 1 repository · arXiv:2211.16824Syntology official (archive's flag): 8 ran · 9 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 4 where Syntology's instrument failed) · 3 unverified (of 12 harvested samples) · 1 pointer-only (licence)
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AERO: Audio Super Resolution in the Spectral Domain 22 Nov 2022 · 1 repository · arXiv:2211.12232Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples)
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CMU-Net: A Strong ConvMixer-based Medical Ultrasound Image Segmentation Network 24 Oct 2022 · 2 repositories · arXiv:2210.13012Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 2 pointer-only (licence)
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PDEBENCH: An Extensive Benchmark for Scientific Machine Learning 13 Oct 2022 · 5 repositories · arXiv:2210.07182Syntology community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
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Sampling-based inference for large linear models, with application to linearised Laplace 10 Oct 2022 · 1 repository · arXiv:2210.04994Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
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Images as Weight Matrices: Sequential Image Generation Through Synaptic Learning Rules 7 Oct 2022 · 1 repository · arXiv:2210.06184Syntology official (archive's flag): 3 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 2 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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All are Worth Words: A ViT Backbone for Diffusion Models 25 Sep 2022 · 3 repositories · arXiv:2209.12152Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Semantic Image Synthesis via Diffusion Models 30 Jun 2022 · 4 repositories · arXiv:2207.00050Syntology official (archive's flag): 2 ran · 28 ran (of which 0 constructed an object rather than computing a result; 23 with no instrument failure: 2 honoured, 1 violated, 20 with no contract checked; 5 where Syntology's instrument failed) · 4 unverified (of 32 harvested samples) · 10 pointer-only (licence)
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Squeezeformer: An Efficient Transformer for Automatic Speech Recognition 2 Jun 2022 · 4 repositories · arXiv:2206.00888Syntology official (archive's flag): 5 ran · 31 ran (of which 12 constructed an object rather than computing a result; 28 with no instrument failure: 3 honoured, 0 violated, 25 with no contract checked; 3 where Syntology's instrument failed) · 18 unverified (of 49 harvested samples)
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Reinforced Swin-Convs Transformer for Underwater Image Enhancement 1 May 2022 · 1 repository · arXiv:2205.00434Syntology official (archive's flag): 4 ran · 4 ran (of which 4 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 8 harvested samples)
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Goal-driven Self-Attentive Recurrent Networks for Trajectory Prediction 25 Apr 2022 · 1 repository · arXiv:2204.11561Syntology official (archive's flag): 16 ran · 16 ran (of which 0 constructed an object rather than computing a result; 16 with no instrument failure: 0 honoured, 0 violated, 16 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 17 harvested samples)
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Omni-frequency Channel-selection Representations for Unsupervised Anomaly Detection 1 Mar 2022 · 1 repository · arXiv:2203.00259Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples)
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Improving deep neural network generalization and robustness to background bias via layer-wise relevance propagation optimization 1 Feb 2022 · 1 repository · arXiv:2202.00232Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Image quality measurements and denoising using Fourier Ring Correlations 11 Jan 2022 · 1 repository · arXiv:2201.03992Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Deep Recurrent Neural Network with Multi-scale Bi-directional Propagation for Video Deblurring 9 Dec 2021 · 1 repository · arXiv:2112.05150Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 7 where Syntology's instrument failed) · 2 unverified (of 14 harvested samples) · 14 pointer-only (licence)
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Fast 3D registration with accurate optimisation and little learning for Learn2Reg 2021 6 Dec 2021 · 1 repository · arXiv:2112.03053Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 12 unverified (of 16 harvested samples)
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Mixed Transformer U-Net For Medical Image Segmentation 8 Nov 2021 · 1 repository · arXiv:2111.04734Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Solving Traffic4Cast Competition with U-Net and Temporal Domain Adaptation 5 Nov 2021 · 1 repository · arXiv:2111.03421Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
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A Variational U-Net for Weather Forecasting 5 Nov 2021 · 1 repository · arXiv:2111.03476Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 14 harvested samples)