Methods › Computer Vision › Convolutions › Pointwise Convolution › Papers where code ran, page 1
Pointwise Convolution
Papers archive 2025-07-28
archive papers tagged: 1,306 · with a code link: 532 · where Syntology ran a sample: 137 (121 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (137 of 1,306 tagged: 121 with a run with no instrument failure, 16 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 137 tagged papers where Syntology ran at least one harvested sample (121 with a run with no instrument failure, 16 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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Robust Multimodal Survival Prediction with the Latent Differentiation Conditional Variational AutoEncoder 12 Mar 2025 · 1 repository · arXiv:2503.09496Syntology official (archive's flag): 5 ran · 6 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; 2 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Wavelet Convolutions for Large Receptive Fields 8 Jul 2024 · 1 repository · arXiv:2407.05848Syntology 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) · 7 unverified (of 14 harvested samples)
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PrivCirNet: Efficient Private Inference via Block Circulant Transformation 23 May 2024 · 1 repository · arXiv:2405.14569Syntology official (archive's flag): 3 ran · 3 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; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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GhostNetV3: Exploring the Training Strategies for Compact Models 17 Apr 2024 · 1 repository · arXiv:2404.11202Syntology 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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LoongServe: Efficiently Serving Long-Context Large Language Models with Elastic Sequence Parallelism 15 Apr 2024 · 1 repository · arXiv:2404.09526Syntology 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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Heracles: A Hybrid SSM-Transformer Model for High-Resolution Image and Time-Series Analysis 26 Mar 2024 · 2 repositories · arXiv:2403.18063Syntology 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) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Spiking Wavelet Transformer 17 Mar 2024 · 1 repository · arXiv:2403.11138Syntology 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) · 9 pointer-only (licence)
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ConvTimeNet: A Deep Hierarchical Fully Convolutional Model for Multivariate Time Series Analysis 3 Mar 2024 · 3 repositories · arXiv:2403.01493Syntology 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) · 5 pointer-only (licence)
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Understanding the (Extra-)Ordinary: Validating Deep Model Decisions with Prototypical Concept-based Explanations 28 Nov 2023 · 1 repository · arXiv:2311.16681Syntology 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) · 3 unverified (of 6 harvested samples)
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Weakly-supervised deepfake localization in diffusion-generated images 8 Nov 2023 · 2 repositories · arXiv:2311.04584Syntology 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) · 4 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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SWAP: Sparse Entropic Wasserstein Regression for Robust Network Pruning 7 Oct 2023 · 1 repository · arXiv:2310.04918Syntology 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) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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TpuGraphs: A Performance Prediction Dataset on Large Tensor Computational Graphs 25 Aug 2023 · 1 repository · arXiv:2308.13490Syntology 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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Learning Bottleneck Transformer for Event Image-Voxel Feature Fusion based Classification 23 Aug 2023 · 1 repository · arXiv:2308.11937Syntology official (archive's flag): 5 ran · 5 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; 2 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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RepViT: Revisiting Mobile CNN From ViT Perspective 18 Jul 2023 · 8 repositories · arXiv:2307.09283Syntology 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) · 6 unverified (of 12 harvested samples) · 5 pointer-only (licence)
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UPSCALE: Unconstrained Channel Pruning 17 Jul 2023 · 1 repository · arXiv:2307.08771Syntology official (archive's flag): 5 ran · 5 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; 4 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models 26 May 2023 · 1 repository · arXiv:2305.16943Syntology 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, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization 24 Mar 2023 · 6 repositories · arXiv:2303.14189Syntology community repositories only · 1 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; 0 where Syntology's instrument failed) · 4 unverified; the one sample that ran constructed an object rather than computing a result (of 5 harvested samples) · 5 pointer-only (licence)
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Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation 20 Mar 2023 · 1 repository · arXiv:2303.11203Syntology 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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CEDNet: A Cascade Encoder-Decoder Network for Dense Prediction 13 Feb 2023 · 2 repositories · arXiv:2302.06052Syntology official (archive's flag): 10 ran · 10 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; 2 where Syntology's instrument failed) · 2 unverified (of 12 harvested samples) · 12 pointer-only (licence)
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Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming 28 Jan 2023 · 1 repository · arXiv:2301.12187Syntology official (archive's flag): 2 ran · 2 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 1 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
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Rethinking Vision Transformers for MobileNet Size and Speed 15 Dec 2022 · 7 repositories · arXiv:2212.08059Syntology official: no sample here; runs from other or unrecorded repositories · 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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EURO: ESPnet Unsupervised ASR Open-source Toolkit 30 Nov 2022 · 1 repository · arXiv:2211.17196Syntology official (archive's flag): 2 ran · 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) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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GhostNetV2: Enhance Cheap Operation with Long-Range Attention 23 Nov 2022 · 12 repositories · arXiv:2211.12905Syntology 8 ran (of which 7 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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RepGhost: A Hardware-Efficient Ghost Module via Re-parameterization 11 Nov 2022 · 3 repositories · arXiv:2211.06088Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 7 unverified (of 17 harvested samples)
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Efficient Large-scale Audio Tagging via Transformer-to-CNN Knowledge Distillation 9 Nov 2022 · 2 repositories · arXiv:2211.04772Syntology community repositories only · 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) · 1 pointer-only (licence)
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Effective Self-supervised Pre-training on Low-compute Networks without Distillation 6 Oct 2022 · 1 repository · arXiv:2210.02808Syntology official (archive's flag): 6 ran · 6 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; 3 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 3 pointer-only (licence)
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RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network 28 Jun 2022 · 1 repository · arXiv:2206.14098Syntology 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, 2 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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SimA: Simple Softmax-free Attention for Vision Transformers 17 Jun 2022 · 1 repository · arXiv:2206.08898Syntology 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) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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MobileOne: An Improved One millisecond Mobile Backbone 8 Jun 2022 · 10 repositories · arXiv:2206.04040Syntology official (archive's flag): 1 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) · 2 unverified (of 6 harvested samples) · 2 pointer-only (licence)
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EfficientFormer: Vision Transformers at MobileNet Speed 2 Jun 2022 · 13 repositories · arXiv:2206.01191Syntology 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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EfficientViT: Multi-Scale Linear Attention for High-Resolution Dense Prediction 29 May 2022 · 6 repositories · arXiv:2205.14756Syntology official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
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RAPQ: Rescuing Accuracy for Power-of-Two Low-bit Post-training Quantization 26 Apr 2022 · 1 repository · arXiv:2204.12322Syntology official (archive's flag): 1 ran · 1 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; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample)
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TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation 12 Apr 2022 · 3 repositories · arXiv:2204.05525Syntology community repositories only · 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) · 3 unverified (of 5 harvested samples)
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Uncertainty-Informed Deep Learning Models Enable High-Confidence Predictions for Digital Histopathology 9 Apr 2022 · 2 repositories · arXiv:2204.04516Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples)
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MixFormer: Mixing Features across Windows and Dimensions 6 Apr 2022 · 3 repositories · arXiv:2204.02557Syntology community repositories only · 10 ran (of which 3 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 14 harvested samples)
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Efficient Convolutional Neural Networks on Raspberry Pi for Image Classification 2 Apr 2022 · 1 repository · arXiv:2204.00943Syntology 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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SepViT: Separable Vision Transformer 29 Mar 2022 · 2 repositories · arXiv:2203.15380Syntology official: no sample here; runs from other or unrecorded repositories · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 1 pointer-only (licence)
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A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark 28 Feb 2022 · 2 repositories · arXiv:2203.00131Syntology 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, 1 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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Benchmarking and scaling of deep learning models for land cover image classification 18 Nov 2021 · 1 repository · arXiv:2111.09451Syntology 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) · 2 unverified (of 5 harvested samples)
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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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Disrupting Deep Uncertainty Estimation Without Harming Accuracy 26 Oct 2021 · 1 repository · arXiv:2110.13741Syntology 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)
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Recurrence along Depth: Deep Convolutional Neural Networks with Recurrent Layer Aggregation 22 Oct 2021 · 1 repository · arXiv:2110.11852Syntology 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) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 2 harvested samples) · 2 pointer-only (licence)
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MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer 5 Oct 2021 · 31 repositories · arXiv:2110.02178Syntology official: no sample here; runs from other or unrecorded repositories · 53 ran (of which 31 constructed an object rather than computing a result; 44 with no instrument failure: 1 honoured, 0 violated, 43 with no contract checked; 9 where Syntology's instrument failed) · 15 unverified (of 68 harvested samples) · 18 pointer-only (licence)
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Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement 3 Oct 2021 · 1 repository · arXiv:2110.00970Syntology 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)
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RobustART: Benchmarking Robustness on Architecture Design and Training Techniques 11 Sep 2021 · 1 repository · arXiv:2109.05211Syntology 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) · 1 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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MobileStereoNet: Towards Lightweight Deep Networks for Stereo Matching 22 Aug 2021 · 4 repositories · arXiv:2108.09770Syntology official (archive's flag): 1 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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MicroNet: Improving Image Recognition with Extremely Low FLOPs 12 Aug 2021 · 1 repository · arXiv:2108.05894Syntology official (archive's flag): 10 ran · 10 ran (of which 6 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples)
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CMT: Convolutional Neural Networks Meet Vision Transformers 13 Jul 2021 · 14 repositories · arXiv:2107.06263Syntology community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 2 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 9 harvested samples) · 3 pointer-only (licence)
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Combining EfficientNet and Vision Transformers for Video Deepfake Detection 6 Jul 2021 · 3 repositories · arXiv:2107.02612Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 2 violated, 3 with no contract checked; 3 where Syntology's instrument failed) · 5 unverified (of 14 harvested samples) · 4 pointer-only (licence)
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Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets 2 Jul 2021 · 1 repository · arXiv:2107.00860Syntology official (archive's flag): 7 ran · 12 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 0 violated, 10 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified (of 19 harvested samples) · 6 pointer-only (licence)
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Layer Folding: Neural Network Depth Reduction using Activation Linearization 17 Jun 2021 · 1 repository · arXiv:2106.09309Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 12 harvested samples)
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If your data distribution shifts, use self-learning 27 Apr 2021 · 1 repository · arXiv:2104.12928Syntology official (archive's flag): 2 ran · 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) · 0 unverified (of 2 harvested samples)
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Lite-HRNet: A Lightweight High-Resolution Network 13 Apr 2021 · 17 repositories · arXiv:2104.06403Syntology community repositories only · 13 ran (of which 2 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) · 16 unverified (of 29 harvested samples) · 13 pointer-only (licence)
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Detecting COVID-19 and Community Acquired Pneumonia using Chest CT scan images with Deep Learning 11 Apr 2021 · 1 repository · arXiv:2104.05121Syntology official (archive's flag): 1 ran · 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) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference 2 Apr 2021 · 12 repositories · arXiv:2104.01136Syntology official (archive's flag): 3 ran · 23 ran (of which 16 constructed an object rather than computing a result; 21 with no instrument failure: 3 honoured, 1 violated, 17 with no contract checked; 2 where Syntology's instrument failed) · 7 unverified (of 30 harvested samples)
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EfficientNetV2: Smaller Models and Faster Training 1 Apr 2021 · 26 repositories · arXiv:2104.00298Syntology official (archive's flag): 1 ran · 55 ran (of which 14 constructed an object rather than computing a result; 46 with no instrument failure: 11 honoured, 0 violated, 35 with no contract checked; 9 where Syntology's instrument failed) · 24 unverified (of 79 harvested samples) · 13 pointer-only (licence)
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CvT: Introducing Convolutions to Vision Transformers 29 Mar 2021 · 16 repositories · arXiv:2103.15808Syntology official (archive's flag): 10 ran · 39 ran (of which 19 constructed an object rather than computing a result; 36 with no instrument failure: 2 honoured, 0 violated, 34 with no contract checked; 3 where Syntology's instrument failed) · 8 unverified (of 47 harvested samples) · 8 pointer-only (licence)
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Scalable Pareto Front Approximation for Deep Multi-Objective Learning 24 Mar 2021 · 1 repository · arXiv:2103.13392Syntology 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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BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction 10 Feb 2021 · 3 repositories · arXiv:2102.05426Syntology official (archive's flag): 2 ran · 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) · 3 pointer-only (licence)
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Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning 5 Feb 2021 · 1 repository · arXiv:2102.03214Syntology 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) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models 4 Feb 2021 · 1 repository · arXiv:2102.02551Syntology 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) · 2 unverified (of 3 harvested samples)
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Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet 28 Jan 2021 · 13 repositories · arXiv:2101.11986Syntology official (archive's flag): 4 ran · 21 ran (of which 16 constructed an object rather than computing a result; 21 with no instrument failure: 1 honoured, 0 violated, 20 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 26 harvested samples) · 8 pointer-only (licence)
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Bottleneck Transformers for Visual Recognition 27 Jan 2021 · 13 repositories · arXiv:2101.11605Syntology 26 ran (of which 9 constructed an object rather than computing a result; 19 with no instrument failure: 1 honoured, 0 violated, 18 with no contract checked; 7 where Syntology's instrument failed) · 23 unverified (of 49 harvested samples) · 8 pointer-only (licence)
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RepVGG: Making VGG-style ConvNets Great Again 11 Jan 2021 · 25 repositories · arXiv:2101.03697Syntology official (archive's flag): 2 ran · 13 ran (of which 7 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 5 where Syntology's instrument failed) · 3 unverified (of 16 harvested samples) · 6 pointer-only (licence)
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Kaleidoscope: An Efficient, Learnable Representation For All Structured Linear Maps 29 Dec 2020 · 2 repositories · arXiv:2012.14966Syntology official (archive's flag): 16 ran · 16 ran (of which 9 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 7 where Syntology's instrument failed) · 7 unverified (of 23 harvested samples)
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HR-Depth: High Resolution Self-Supervised Monocular Depth Estimation 14 Dec 2020 · 1 repository · arXiv:2012.07356Syntology 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)
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Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation 13 Dec 2020 · 5 repositories · arXiv:2012.07177Syntology community repositories only · 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) · 0 unverified (of 2 harvested samples)
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PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization 17 Nov 2020 · 26 repositories · arXiv:2011.08785Syntology 7 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 5 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 3 pointer-only (licence)
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Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search 29 Oct 2020 · 2 repositories · arXiv:2010.15821Syntology community repositories only · 1 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; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
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Contrastive Explanations for Reinforcement Learning via Embedded Self Predictions 11 Oct 2020 · 1 repository · arXiv:2010.05180Syntology official (archive's flag): 3 ran · 3 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; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Towards Fast, Accurate and Stable 3D Dense Face Alignment 21 Sep 2020 · 3 repositories · arXiv:2009.09960Syntology official (archive's flag): 7 ran · 9 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 1 violated, 3 with no contract checked; 4 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 7 pointer-only (licence)
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S3NAS: Fast NPU-aware Neural Architecture Search Methodology 4 Sep 2020 · 1 repository · arXiv:2009.02009Syntology 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) · 2 unverified (of 5 harvested samples)
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FastSal: a Computationally Efficient Network for Visual Saliency Prediction 25 Aug 2020 · 1 repository · arXiv:2008.11151Syntology 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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Rethinking Image Deraining via Rain Streaks and Vapors 3 Aug 2020 · 1 repository · arXiv:2008.00823Syntology official (archive's flag): 2 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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Joslim: Joint Widths and Weights Optimization for Slimmable Neural Networks 23 Jul 2020 · 2 repositories · arXiv:2007.11752Syntology community repositories only · 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) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 2 harvested samples) · 2 pointer-only (licence)
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NVAE: A Deep Hierarchical Variational Autoencoder 8 Jul 2020 · 10 repositories · arXiv:2007.03898Syntology official (archive's flag): 9 ran · 26 ran (of which 15 constructed an object rather than computing a result; 21 with no instrument failure: 3 honoured, 0 violated, 18 with no contract checked; 5 where Syntology's instrument failed) · 15 unverified (of 41 harvested samples) · 23 pointer-only (licence)
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EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning 6 Jul 2020 · 1 repository · arXiv:2007.02491Syntology official (archive's flag): 3 ran · 3 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; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Rethinking Bottleneck Structure for Efficient Mobile Network Design 5 Jul 2020 · 4 repositories · arXiv:2007.02269Syntology official (archive's flag): 9 ran · 9 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; 3 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 3 pointer-only (licence)
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Predicting Length of Stay in the Intensive Care Unit with Temporal Pointwise Convolutional Networks 29 Jun 2020 · 1 repository · arXiv:2006.16109Syntology community repositories only · 4 ran (of which 2 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) · 2 unverified (of 6 harvested samples)
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Fine-Grained Stochastic Architecture Search 17 Jun 2020 · 1 repository · arXiv:2006.09581Syntology 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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A Sim2Real Deep Learning Approach for the Transformation of Images from Multiple Vehicle-Mounted Cameras to a Semantically Segmented Image in Bird's Eye View 8 May 2020 · 2 repositories · arXiv:2005.04078Syntology official (archive's flag): 5 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) · 0 unverified (of 6 harvested samples)
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YOLOv4: Optimal Speed and Accuracy of Object Detection 23 Apr 2020 · 223 repositories · arXiv:2004.10934Syntology community repositories only · 142 ran (of which 0 constructed an object rather than computing a result; 133 with no instrument failure: 6 honoured, 0 violated, 127 with no contract checked; 9 where Syntology's instrument failed) · 42 unverified (of 184 harvested samples) · 21 pointer-only (licence)
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LSQ+: Improving low-bit quantization through learnable offsets and better initialization 20 Apr 2020 · 4 repositories · arXiv:2004.09576Syntology 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 2 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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ResNeSt: Split-Attention Networks 19 Apr 2020 · 36 repositories · arXiv:2004.08955Syntology official (archive's flag): 5 ran · 28 ran (of which 0 constructed an object rather than computing a result; 25 with no instrument failure: 0 honoured, 0 violated, 25 with no contract checked; 3 where Syntology's instrument failed) · 20 unverified (of 48 harvested samples) · 23 pointer-only (licence)
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Video Face Manipulation Detection Through Ensemble of CNNs 16 Apr 2020 · 3 repositories · arXiv:2004.07676Syntology 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) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Evolving Normalization-Activation Layers 6 Apr 2020 · 8 repositories · arXiv:2004.02967Syntology 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) · 2 unverified (of 5 harvested samples) · 3 pointer-only (licence)
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Neural Architecture Search for Lightweight Non-Local Networks 4 Apr 2020 · 2 repositories · arXiv:2004.01961Syntology 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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NBDT: Neural-Backed Decision Trees 1 Apr 2020 · 2 repositories · arXiv:2004.00221Syntology official (archive's flag): 1 ran · 18 ran (of which 2 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 14 where Syntology's instrument failed) · 11 unverified (of 29 harvested samples)
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Meta Pseudo Labels 23 Mar 2020 · 9 repositories · arXiv:2003.10580Syntology community repositories only · 12 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 14 harvested samples) · 3 pointer-only (licence)
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Learning in the Frequency Domain 27 Feb 2020 · 4 repositories · arXiv:2002.12416Syntology 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) · 1 pointer-only (licence)
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Precision Gating: Improving Neural Network Efficiency with Dynamic Dual-Precision Activations 17 Feb 2020 · 1 repository · arXiv:2002.07136Syntology official (archive's flag): 9 ran · 9 ran (of which 8 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples)
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Soft Threshold Weight Reparameterization for Learnable Sparsity 8 Feb 2020 · 1 repository · arXiv:2002.03231Syntology 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) · 2 unverified (of 3 harvested samples) · 1 pointer-only (licence)
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Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network 17 Jan 2020 · 1 repository · arXiv:2001.06268Syntology 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) · 8 unverified (of 11 harvested samples)
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Fast Neural Network Adaptation via Parameter Remapping and Architecture Search 8 Jan 2020 · 0 repositories · arXiv:2001.02525Syntology 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) · 1 unverified (of 2 harvested samples)
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Discrimination-aware Network Pruning for Deep Model Compression 4 Jan 2020 · 1 repository · arXiv:2001.01050Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
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ZeroQ: A Novel Zero Shot Quantization Framework 1 Jan 2020 · 3 repositories · arXiv:2001.00281Syntology community repositories only · 7 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; 3 where Syntology's instrument failed) · 12 unverified (of 19 harvested samples) · 2 pointer-only (licence)
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Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference 6 Dec 2019 · 1 repository · arXiv:1912.03203Syntology official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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GhostNet: More Features from Cheap Operations 27 Nov 2019 · 33 repositories · arXiv:1911.11907Syntology community repositories only · 19 ran (of which 0 constructed an object rather than computing a result; 16 with no instrument failure: 2 honoured, 0 violated, 14 with no contract checked; 3 where Syntology's instrument failed) · 4 unverified (of 23 harvested samples) · 5 pointer-only (licence)
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Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation 22 Nov 2019 · 9 repositories · arXiv:1911.10194Syntology official: harvested, nothing 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) · 1 pointer-only (licence)
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Adversarial Examples Improve Image Recognition 21 Nov 2019 · 6 repositories · arXiv:1911.09665Syntology 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) · 0 unverified (of 2 harvested samples)