Methods › General › Regularization › Stochastic Depth › Papers, page 5

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 5 of 5: papers 401 to 463 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.

• Swin Transformer V2: Scaling Up Capacity and Resolution
  18 Nov 2021 · 23 repositories · arXiv:2111.09883
  Syntology community repositories only · 17 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 3 violated, 14 with no contract checked; 0 where Syntology's instrument failed) · 13 unverified (of 30 harvested samples) · 4 pointer-only (licence)
• Transformer-based Image Compression
  12 Nov 2021 · 0 repositories · arXiv:2111.06707
• Hepatic vessel segmentation based on 3D swin-transformer with inductive biased multi-head self-attention
  5 Nov 2021 · 0 repositories · arXiv:2111.03368
• Vis-TOP: Visual Transformer Overlay Processor
  21 Oct 2021 · 0 repositories · arXiv:2110.10957
• HRFormer: High-Resolution Transformer for Dense Prediction
  18 Oct 2021 · 1 repository · arXiv:2110.09408
  Syntology official (archive's flag): 7 ran · 7 ran (of which 7 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) · 4 unverified; every one of the 7 samples that ran constructed an object rather than computing a result (of 11 harvested samples)
• COVID-19 Detection in Chest X-ray Images Using Swin-Transformer and Transformer in Transformer
  16 Oct 2021 · 0 repositories · arXiv:2110.08427
• Satellite Image Semantic Segmentation
  12 Oct 2021 · 1 repository · arXiv:2110.05812
• ViDT: An Efficient and Effective Fully Transformer-based Object Detector
  8 Oct 2021 · 1 repository · arXiv:2110.03921
• Using Contrastive Learning and Pseudolabels to learn representations for Retail Product Image Classification
  7 Oct 2021 · 0 repositories · arXiv:2110.03639
• 3rd Place Scheme on Instance Segmentation Track of ICCV 2021 VIPriors Challenges
  1 Oct 2021 · 0 repositories · arXiv:2110.00242
• An object-centric sensitivity analysis of deep learning based instance segmentation
  29 Sep 2021 · 0 repositories
• Video Forgery Detection Using Multiple Cues on Fusion of EfficientNet and Swin Transformer
  29 Sep 2021 · 0 repositories
• UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery
  18 Sep 2021 · 1 repository · arXiv:2109.08937
  Syntology official (archive's flag): 2 ran · 2 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; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Semi-Supervised Wide-Angle Portraits Correction by Multi-Scale Transformer
  14 Sep 2021 · 1 repository · arXiv:2109.08024
• Sparse MLP for Image Recognition: Is Self-Attention Really Necessary?
  12 Sep 2021 · 2 repositories · arXiv:2109.05422
• Revisiting 3D ResNets for Video Recognition
  3 Sep 2021 · 5 repositories · arXiv:2109.01696
• SwinIR: Image Restoration Using Swin Transformer
  23 Aug 2021 · 9 repositories · arXiv:2108.10257
  Syntology official (archive's flag): 3 ran · 30 ran (of which 14 constructed an object rather than computing a result; 16 with no instrument failure: 0 honoured, 0 violated, 16 with no contract checked; 14 where Syntology's instrument failed) · 15 unverified (of 45 harvested samples) · 5 pointer-only (licence)
• STAR: Noisy Semi-Supervised Transfer Learning for Visual Classification
  18 Aug 2021 · 0 repositories · arXiv:2108.08362
• ConvNets vs. Transformers: Whose Visual Representations are More Transferable?
  11 Aug 2021 · 0 repositories · arXiv:2108.05305
• Congested Crowd Instance Localization with Dilated Convolutional Swin Transformer
  2 Aug 2021 · 1 repository · arXiv:2108.00584
• CycleMLP: A MLP-like Architecture for Dense Prediction
  21 Jul 2021 · 8 repositories · arXiv:2107.10224
  Syntology official (archive's flag): 2 ran · 10 ran (of which 6 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 1 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 15 harvested samples) · 2 pointer-only (licence)
• CASPIANET++: A Multidimensional Channel-Spatial Asymmetric Attention Network with Noisy Student Curriculum Learning Paradigm for Brain Tumor Segmentation
  8 Jul 2021 · 0 repositories · arXiv:2107.04099
• Self-training with noisy student model and semi-supervised loss function for dcase 2021 challenge task 4
  6 Jul 2021 · 0 repositories · arXiv:2107.02569
• Semi-supervised Learning for Dense Object Detection in Retail Scenes
  5 Jul 2021 · 0 repositories · arXiv:2107.02114
• What Makes for Hierarchical Vision Transformer?
  5 Jul 2021 · 0 repositories · arXiv:2107.02174
• CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows
  1 Jul 2021 · 7 repositories · arXiv:2107.00652
  Syntology official (archive's flag): 2 ran · 4 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; 2 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples)
• PVT v2: Improved Baselines with Pyramid Vision Transformer
  25 Jun 2021 · 18 repositories · arXiv:2106.13797
• Video Swin Transformer
  24 Jun 2021 · 15 repositories · arXiv:2106.13230
  Syntology official (archive's flag): 3 ran · 19 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; 5 where Syntology's instrument failed) · 13 unverified (of 32 harvested samples) · 7 pointer-only (licence)
• Long-Short Temporal Contrastive Learning of Video Transformers
  17 Jun 2021 · 0 repositories · arXiv:2106.09212
• End-to-End Semi-Supervised Object Detection with Soft Teacher
  16 Jun 2021 · 8 repositories · arXiv:2106.09018
• DS-TransUNet:Dual Swin Transformer U-Net for Medical Image Segmentation
  12 Jun 2021 · 1 repository · arXiv:2106.06716
  Syntology official (archive's flag): 1 ran · 5 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; 4 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• On the Connection between Local Attention and Dynamic Depth-wise Convolution
  8 Jun 2021 · 1 repository · arXiv:2106.04263
  Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 1 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 16 harvested samples) · 9 pointer-only (licence)
• Regularization in ResNet with Stochastic Depth
  6 Jun 2021 · 0 repositories · arXiv:2106.03091
• Rethinking Training from Scratch for Object Detection
  6 Jun 2021 · 1 repository · arXiv:2106.03112
• Predicting Students’ Difficulties From a Piece of Code
  3 Jun 2021 · 0 repositories
• Deep learning for detecting pulmonary tuberculosis via chest radiography: an international study across 10 countries
  16 May 2021 · 0 repositories · arXiv:2105.07540
• Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation
  12 May 2021 · 7 repositories · arXiv:2105.05537
  Syntology community repositories only · 17 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; 3 where Syntology's instrument failed) · 1 unverified (of 18 harvested samples)
• Self-Supervised Learning with Swin Transformers
  10 May 2021 · 6 repositories · arXiv:2105.04553
• Semi-supervised learning for generalizable intracranial hemorrhage detection and segmentation
  3 May 2021 · 0 repositories · arXiv:2105.00582
• A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images
  25 Apr 2021 · 1 repository · arXiv:2104.12137
  Syntology official (archive's flag): 2 ran · 2 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; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
  25 Mar 2021 · 80 repositories · arXiv:2103.14030
  Syntology official: harvested, nothing ran · 123 ran (of which 45 constructed an object rather than computing a result; 82 with no instrument failure: 5 honoured, 2 violated, 75 with no contract checked; 41 where Syntology's instrument failed) · 84 unverified (of 207 harvested samples) · 45 pointer-only (licence)
• Revisiting ResNets: Improved Training and Scaling Strategies
  13 Mar 2021 · 3 repositories · arXiv:2103.07579
• Intermediate Loss Regularization for CTC-based Speech Recognition
  5 Feb 2021 · 0 repositories · arXiv:2102.03216
• Training data-efficient image transformers & distillation through attention
  23 Dec 2020 · 40 repositories · arXiv:2012.12877
  Syntology community repositories only · 12 ran (of which 1 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 3 where Syntology's instrument failed) · 7 unverified (of 19 harvested samples) · 3 pointer-only (licence)
• A new semi-supervised self-training method for lung cancer prediction
  17 Dec 2020 · 0 repositories · arXiv:2012.09472
• Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation
  13 Dec 2020 · 5 repositories · arXiv:2012.07177
  Syntology 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)
• PGSG at SemEval-2020 Task 12: BERT-LSTM with Tweets' Pretrained Model and Noisy Student Training Method
  1 Dec 2020 · 0 repositories
• Semi-Supervised Noisy Student Pre-training on EfficientNet Architectures for Plant Pathology Classification
  1 Dec 2020 · 0 repositories · arXiv:2012.00332
• Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images
  20 Nov 2020 · 8 repositories · arXiv:2011.10650
  Syntology official (archive's flag): 4 ran · 8 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; 6 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 4 pointer-only (licence)
• Combining Self-Training and Self-Supervised Learning for Unsupervised Disfluency Detection
  29 Oct 2020 · 1 repository · arXiv:2010.15360
• Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition
  20 Oct 2020 · 1 repository · arXiv:2010.10504
  Syntology 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)
• Noisy Student Training using Body Language Dataset Improves Facial Expression Recognition
  6 Aug 2020 · 0 repositories · arXiv:2008.02655
• Semi-Supervised Learning with Data Augmentation for End-to-End ASR
  27 Jul 2020 · 0 repositories · arXiv:2007.13876
• Uncertainty Quantification in Deep Residual Neural Networks
  9 Jul 2020 · 0 repositories · arXiv:2007.04905
• Improved Noisy Student Training for Automatic Speech Recognition
  19 May 2020 · 1 repository · arXiv:2005.09629
• SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization
  10 Dec 2019 · 13 repositories · arXiv:1912.05027
• Self-training with Noisy Student improves ImageNet classification
  11 Nov 2019 · 13 repositories · arXiv:1911.04252
  Syntology official (archive's flag): 6 ran · 13 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 2 honoured, 0 violated, 8 with no contract checked; 3 where Syntology's instrument failed) · 11 unverified (of 24 harvested samples) · 2 pointer-only (licence)
• Incorporating Biological Knowledge with Factor Graph Neural Network for Interpretable Deep Learning
  3 Jun 2019 · 0 repositories · arXiv:1906.00537
• EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
  28 May 2019 · 144 repositories · arXiv:1905.11946
  Syntology official: no sample here; runs from other or unrecorded repositories · 198 ran (of which 73 constructed an object rather than computing a result; 157 with no instrument failure: 26 honoured, 2 violated, 129 with no contract checked; 41 where Syntology's instrument failed) · 104 unverified (of 302 harvested samples) · 113 pointer-only (licence)
• Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations
  27 Oct 2017 · 0 repositories · arXiv:1710.10121
• Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations
  3 Jun 2016 · 10 repositories · arXiv:1606.01305
  Syntology official: not harvested · 0 ran · 3 unverified (of 3 harvested samples)
• Swapout: Learning an ensemble of deep architectures
  20 May 2016 · 0 repositories · arXiv:1605.06465
• Deep Networks with Stochastic Depth
  30 Mar 2016 · 15 repositories · arXiv:1603.09382
  Syntology community repositories only · 8 ran (of which 5 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) · 2 pointer-only (licence)