Methods › General › Regularization › Stochastic Depth › Papers, page 4
Stochastic Depth
Papers archive 2025-07-28
archive papers tagged: 463 · with a code link: 223 · where Syntology ran a sample: 63 (56 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (63 of 463 tagged: 56 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument)
Page 4 of 5: papers 301 to 400 of 463, newest first by the archive's date (ties by slug), in archive order.
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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Transfer-learning for video classification: Video Swin Transformer on multiple domains 18 Oct 2022 · 0 repositories · arXiv:2210.09969
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Optimizing Vision Transformers for Medical Image Segmentation 14 Oct 2022 · 1 repository · arXiv:2210.08066
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Comparison of Soft and Hard Target RNN-T Distillation for Large-scale ASR 11 Oct 2022 · 0 repositories · arXiv:2210.05793
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A Perceptual Quality Metric for Video Frame Interpolation 4 Oct 2022 · 1 repository · arXiv:2210.01879Syntology 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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3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation 29 Sep 2022 · 2 repositories · arXiv:2209.15076Syntology official (archive's flag): 2 ran · 5 ran (of which 3 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) · 2 unverified (of 7 harvested samples) · 4 pointer-only (licence)
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Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration 22 Sep 2022 · 5 repositories · arXiv:2209.11345
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PicT: A Slim Weakly Supervised Vision Transformer for Pavement Distress Classification 21 Sep 2022 · 1 repository · arXiv:2209.10074
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Sar Ship Detection based on Swin Transformer and Feature Enhancement Feature Pyramid Network 21 Sep 2022 · 0 repositories · arXiv:2209.10421
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Perceptual Quality Assessment for Digital Human Heads 20 Sep 2022 · 1 repository · arXiv:2209.09489
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The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection from Multi-Source Satellite Imagery 6 Sep 2022 · 0 repositories · arXiv:2209.02556
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vieCap4H-VLSP 2021: Vietnamese Image Captioning for Healthcare Domain using Swin Transformer and Attention-based LSTM 3 Sep 2022 · 0 repositories · arXiv:2209.01304
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gSwin: Gated MLP Vision Model with Hierarchical Structure of Shifted Window 24 Aug 2022 · 0 repositories · arXiv:2208.11718
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HST: Hierarchical Swin Transformer for Compressed Image Super-resolution 21 Aug 2022 · 3 repositories · arXiv:2208.09885
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Shifted Windows Transformers for Medical Image Quality Assessment 11 Aug 2022 · 0 repositories · arXiv:2208.06034
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Multi-scale Feature Aggregation for Crowd Counting 10 Aug 2022 · 0 repositories · arXiv:2208.05256
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SSformer: A Lightweight Transformer for Semantic Segmentation 3 Aug 2022 · 1 repository · arXiv:2208.02034
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STrajNet: Multi-modal Hierarchical Transformer for Occupancy Flow Field Prediction in Autonomous Driving 31 Jul 2022 · 1 repository · arXiv:2208.00394
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Bodily Behaviors in Social Interaction: Novel Annotations and State-of-the-Art Evaluation 26 Jul 2022 · 0 repositories · arXiv:2207.12817
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Combining Self-Training and Hybrid Architecture for Semi-supervised Abdominal Organ Segmentation 23 Jul 2022 · 2 repositories · arXiv:2207.11512
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High-Resolution Swin Transformer for Automatic Medical Image Segmentation 23 Jul 2022 · 1 repository · arXiv:2207.11553
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Applying Spatiotemporal Attention to Identify Distracted and Drowsy Driving with Vision Transformers 22 Jul 2022 · 0 repositories · arXiv:2207.12148
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Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation 22 Jul 2022 · 1 repository · arXiv:2207.10866Syntology official (archive's flag): 10 ran · 12 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; 4 where Syntology's instrument failed) · 8 unverified (of 20 harvested samples) · 2 pointer-only (licence)
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Video Swin Transformers for Egocentric Video Understanding @ Ego4D Challenges 2022 22 Jul 2022 · 0 repositories · arXiv:2207.11329
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HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation 18 Jul 2022 · 1 repository · arXiv:2207.08518
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Progress and limitations of deep networks to recognize objects in unusual poses 16 Jul 2022 · 1 repository · arXiv:2207.08034
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Structural Prior Guided Generative Adversarial Transformers for Low-Light Image Enhancement 16 Jul 2022 · 0 repositories · arXiv:2207.07828
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Self-attention on Multi-Shifted Windows for Scene Segmentation 10 Jul 2022 · 1 repository · arXiv:2207.04403
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Back to the Basics: Revisiting Out-of-Distribution Detection Baselines 7 Jul 2022 · 2 repositories · arXiv:2207.03061Syntology 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) · 0 unverified (of 6 harvested samples)
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More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity 7 Jul 2022 · 1 repository · arXiv:2207.03620
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Improving Semantic Segmentation in Transformers using Hierarchical Inter-Level Attention 5 Jul 2022 · 0 repositories · arXiv:2207.02126
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Deep Reinforcement Learning with Swin Transformers 30 Jun 2022 · 1 repository · arXiv:2206.15269
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Bag of Tricks for Long-Tail Visual Recognition of Animal Species in Camera-Trap Images 24 Jun 2022 · 1 repository · arXiv:2206.12458
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Global Context Vision Transformers 20 Jun 2022 · 8 repositories · arXiv:2206.09959Syntology official (archive's flag): 12 ran · 21 ran (of which 8 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 0 violated, 17 with no contract checked; 4 where Syntology's instrument failed) · 15 unverified (of 36 harvested samples) · 15 pointer-only (licence)
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SwinCheX: Multi-label classification on chest X-ray images with transformers 9 Jun 2022 · 1 repository · arXiv:2206.04246
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Blind Face Restoration: Benchmark Datasets and a Baseline Model 8 Jun 2022 · 2 repositories · arXiv:2206.03697
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Tutel: Adaptive Mixture-of-Experts at Scale 7 Jun 2022 · 2 repositories · arXiv:2206.03382Syntology 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) · 3 unverified (of 9 harvested samples) · 3 pointer-only (licence)
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FedNST: Federated Noisy Student Training for Automatic Speech Recognition 6 Jun 2022 · 0 repositories · arXiv:2206.02797
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HiViT: Hierarchical Vision Transformer Meets Masked Image Modeling 30 May 2022 · 1 repository · arXiv:2205.14949
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Green Hierarchical Vision Transformer for Masked Image Modeling 26 May 2022 · 1 repository · arXiv:2205.13515Syntology official (archive's flag): 4 ran · 4 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers 26 May 2022 · 1 repository · arXiv:2205.13137
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MSTRIQ: No Reference Image Quality Assessment Based on Swin Transformer with Multi-Stage Fusion 20 May 2022 · 0 repositories · arXiv:2205.10101
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MulT: An End-to-End Multitask Learning Transformer 17 May 2022 · 1 repository · arXiv:2205.08303Syntology 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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SwinIQA: Learned Swin Distance for Compressed Image Quality Assessment 9 May 2022 · 1 repository · arXiv:2205.04264
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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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One Model to Synthesize Them All: Multi-contrast Multi-scale Transformer for Missing Data Imputation 28 Apr 2022 · 0 repositories · arXiv:2204.13738
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SwinFuse: A Residual Swin Transformer Fusion Network for Infrared and Visible Images 25 Apr 2022 · 1 repository · arXiv:2204.11436
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MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment 19 Apr 2022 · 2 repositories · arXiv:2204.08958Syntology 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, 1 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples)
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BSRT: Improving Burst Super-Resolution with Swin Transformer and Flow-Guided Deformable Alignment 18 Apr 2022 · 1 repository · arXiv:2204.08332Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 4 where Syntology's instrument failed) · 1 unverified (of 13 harvested samples) · 2 pointer-only (licence)
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An Extendable, Efficient and Effective Transformer-based Object Detector 17 Apr 2022 · 1 repository · arXiv:2204.07962Syntology official (archive's flag): 1 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) · 1 unverified (of 3 harvested samples)
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Residual Swin Transformer Channel Attention Network for Image Demosaicing 14 Apr 2022 · 0 repositories · arXiv:2204.07098
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SwinNet: Swin Transformer drives edge-aware RGB-D and RGB-T salient object detection 12 Apr 2022 · 1 repository · arXiv:2204.05585
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Panoptic-PartFormer: Learning a Unified Model for Panoptic Part Segmentation 10 Apr 2022 · 1 repository · arXiv:2204.04655
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Does Robustness on ImageNet Transfer to Downstream Tasks? 8 Apr 2022 · 0 repositories · arXiv:2204.03934
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Vision Transformers for Single Image Dehazing 8 Apr 2022 · 1 repository · arXiv:2204.03883Syntology 5 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; 2 where Syntology's instrument failed) · 5 unverified (of 10 harvested samples) · 3 pointer-only (licence)
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Unified Contrastive Learning in Image-Text-Label Space 7 Apr 2022 · 1 repository · arXiv:2204.03610Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
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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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Unleashing Vanilla Vision Transformer with Masked Image Modeling for Object Detection 6 Apr 2022 · 2 repositories · arXiv:2204.02964
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RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution 27 Mar 2022 · 1 repository · arXiv:2203.14186Syntology official (archive's flag): 8 ran · 8 ran (of which 5 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 6 unverified (of 14 harvested samples) · 14 pointer-only (licence)
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Efficient-VDVAE: Less is more 25 Mar 2022 · 1 repository · arXiv:2203.13751
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Pseudo-Label Transfer from Frame-Level to Note-Level in a Teacher-Student Framework for Singing Transcription from Polyphonic Music 25 Mar 2022 · 1 repository · arXiv:2203.13422
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Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis 24 Mar 2022 · 2 repositories · arXiv:2203.13278Syntology 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) · 2 unverified (of 7 harvested samples) · 5 pointer-only (licence)
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Video Instance Segmentation via Multi-scale Spatio-temporal Split Attention Transformer 24 Mar 2022 · 1 repository · arXiv:2203.13253
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Pseudo Label Is Better Than Human Label 22 Mar 2022 · 0 repositories · arXiv:2203.12668
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Occlusion-Aware Self-Supervised Monocular 6D Object Pose Estimation 19 Mar 2022 · 1 repository · arXiv:2203.10339
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The Devil Is in the Details: Window-based Attention for Image Compression 16 Mar 2022 · 2 repositories · arXiv:2203.08450Syntology official (archive's flag): 15 ran · 15 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 3 honoured, 0 violated, 8 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (of 15 harvested samples) · 11 pointer-only (licence)
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Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs 13 Mar 2022 · 8 repositories · arXiv:2203.06717Syntology official (archive's flag): 4 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) · 1 pointer-only (licence)
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DFTR: Depth-supervised Fusion Transformer for Salient Object Detection 12 Mar 2022 · 0 repositories · arXiv:2203.06429
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One-stage Video Instance Segmentation: From Frame-in Frame-out to Clip-in Clip-out 12 Mar 2022 · 0 repositories · arXiv:2203.06421
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PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image Segmentation 9 Mar 2022 · 2 repositories · arXiv:2203.04568
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SUNet: Swin Transformer UNet for Image Denoising 28 Feb 2022 · 2 repositories · arXiv:2202.14009
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Using Multi-scale SwinTransformer-HTC with Data augmentation in CoNIC Challenge 28 Feb 2022 · 0 repositories · arXiv:2202.13588
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Real-World Blind Super-Resolution via Feature Matching with Implicit High-Resolution Priors 26 Feb 2022 · 2 repositories · arXiv:2202.13142
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S3T: Self-Supervised Pre-training with Swin Transformer for Music Classification 21 Feb 2022 · 1 repository · arXiv:2202.10139
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Mixing and Shifting: Exploiting Global and Local Dependencies in Vision MLPs 14 Feb 2022 · 2 repositories · arXiv:2202.06510Syntology official (archive's flag): 8 ran · 8 ran (of which 0 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) · 6 pointer-only (licence)
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BViT: Broad Attention based Vision Transformer 13 Feb 2022 · 1 repository · arXiv:2202.06268
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Generalised Image Outpainting with U-Transformer 27 Jan 2022 · 1 repository · arXiv:2201.11403
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DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction 26 Jan 2022 · 0 repositories · arXiv:2201.10776
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When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention Mechanism 26 Jan 2022 · 2 repositories · arXiv:2201.10801Syntology official (archive's flag): 6 ran · 6 ran (of which 6 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) · 1 unverified; every one of the 6 samples that ran constructed an object rather than computing a result (of 7 harvested samples)
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Fast MRI Reconstruction: How Powerful Transformers Are? 23 Jan 2022 · 1 repository · arXiv:2201.09400
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Q-ViT: Fully Differentiable Quantization for Vision Transformer 19 Jan 2022 · 1 repository · arXiv:2201.07703Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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Swin-Pose: Swin Transformer Based Human Pose Estimation 19 Jan 2022 · 0 repositories · arXiv:2201.07384
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Swin Transformer for Fast MRI 10 Jan 2022 · 2 repositories · arXiv:2201.03230Syntology 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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Swin Transformer coupling CNNs Makes Strong Contextual Encoders for VHR Image Road Extraction 10 Jan 2022 · 0 repositories · arXiv:2201.03178
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PyramidTNT: Improved Transformer-in-Transformer Baselines with Pyramid Architecture 4 Jan 2022 · 1 repository · arXiv:2201.00978
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Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images 4 Jan 2022 · 3 repositories · arXiv:2201.01266
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Vision Transformer with Deformable Attention 3 Jan 2022 · 2 repositories · arXiv:2201.00520Syntology official (archive's flag): 2 ran · 8 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; 4 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples)
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Vision Transformer for Small-Size Datasets 27 Dec 2021 · 5 repositories · arXiv:2112.13492Syntology official: no sample here; runs from other or unrecorded repositories · 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) · 0 unverified (of 2 harvested samples) · 1 pointer-only (licence)
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Raw Produce Quality Detection with Shifted Window Self-Attention 24 Dec 2021 · 0 repositories · arXiv:2112.13845
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ELSA: Enhanced Local Self-Attention for Vision Transformer 23 Dec 2021 · 1 repository · arXiv:2112.12786Syntology 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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SeMask: Semantically Masked Transformers for Semantic Segmentation 23 Dec 2021 · 1 repository · arXiv:2112.12782
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iSegFormer: Interactive Segmentation via Transformers with Application to 3D Knee MR Images 21 Dec 2021 · 1 repository · arXiv:2112.11325
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5th Place Solution for VSPW 2021 Challenge 13 Dec 2021 · 0 repositories · arXiv:2112.06379
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HRFormer: High-Resolution Vision Transformer for Dense Predict 1 Dec 2021 · 2 repositories
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Semi-supervised music emotion recognition using noisy student training and harmonic pitch class profiles 1 Dec 2021 · 1 repository · arXiv:2112.00702
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Pyramid Adversarial Training Improves ViT Performance 30 Nov 2021 · 1 repository · arXiv:2111.15121
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Multi-domain Integrative Swin Transformer network for Sparse-View Tomographic Reconstruction 28 Nov 2021 · 0 repositories · arXiv:2111.14831
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SWAT: Spatial Structure Within and Among Tokens 26 Nov 2021 · 1 repository · arXiv:2111.13677
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Global Interaction Modelling in Vision Transformer via Super Tokens 25 Nov 2021 · 0 repositories · arXiv:2111.13156
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DBIA: Data-free Backdoor Injection Attack against Transformer Networks 22 Nov 2021 · 1 repository · arXiv:2111.11870
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Lightweight Transformer Backbone for Medical Object Detection 22 Nov 2021 · 0 repositories · arXiv:2111.11546