| Exphormer: Sparse Transformers for Graphs |
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10 Mar 2023 |
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 |
| Learning Stationary Markov Processes with Contrastive Adjustment |
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9 Mar 2023 |
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| A Unified Algebraic Perspective on Lipschitz Neural Networks |
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6 Mar 2023 |
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 |
| Contrastive Hierarchical Clustering |
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3 Mar 2023 |
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| Consistency Models |
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2 Mar 2023 |
official (archive's flag): 14 ran · 32 ran (of which 5 constructed an object rather than computing a result; 22 with no instrument failure: 5 honoured, 3 violated, 14 with no contract checked; 10 where Syntology's instrument failed) · 25 unverified (18 pointer-only for licence) |
| How to Use Dropout Correctly on Residual Networks with Batch Normalization |
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13 Feb 2023 |
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| Sneaky Spikes: Uncovering Stealthy Backdoor Attacks in Spiking Neural Networks with Neuromorphic Data |
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13 Feb 2023 |
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| PFGM++: Unlocking the Potential of Physics-Inspired Generative Models |
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8 Feb 2023 |
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) · 1 unverified (3 pointer-only for licence) |
| Delving Deep into Simplicity Bias for Long-Tailed Image Recognition |
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7 Feb 2023 |
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| Weight-guided class complementing for long-tailed image recognition |
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3 Feb 2023 |
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| SAN: Inducing Metrizability of GAN with Discriminative Normalized Linear Layer |
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30 Jan 2023 |
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) · 0 unverified (2 pointer-only for licence) |
| Improving the Accuracy-Robustness Trade-Off of Classifiers via Adaptive Smoothing |
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29 Jan 2023 |
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 |
| Trainable Activations for Image Classification |
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7 |
26 Jan 2023 |
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| Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data |
1 |
3 |
28 Dec 2022 |
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| Self Meta Pseudo Labels: Meta Pseudo Labels Without The Teacher |
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1 |
27 Dec 2022 |
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| Boosting Out-of-Distribution Detection with Multiple Pre-trained Models |
1 |
2 |
24 Dec 2022 |
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| Learning Imbalanced Data with Vision Transformers |
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5 |
5 Dec 2022 |
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| Leveraging Angular Information Between Feature and Classifier for Long-tailed Learning: A Prediction Reformulation Approach |
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3 Dec 2022 |
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| Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models |
2 |
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28 Nov 2022 |
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: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence) |
| Parametric Classification for Generalized Category Discovery: A Baseline Study |
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21 Nov 2022 |
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 |
| An Algorithm for Routing Vectors in Sequences |
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20 Nov 2022 |
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| Personalized Federated Learning with Hidden Information on Personalized Prior |
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19 Nov 2022 |
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| C3: Cross-instance guided Contrastive Clustering |
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1 |
14 Nov 2022 |
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| SAFA: Sample-Adaptive Feature Augmentation for Long-Tailed Image Classification |
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1 |
6 Nov 2022 |
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| IM-Loss: Information Maximization Loss for Spiking Neural Networks |
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1 |
31 Oct 2022 |
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| Helpful or Harmful: Inter-Task Association in Continual Learning |
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23 Oct 2022 |
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| Locally varying distance transform for unsupervised visual anomaly detection |
1 |
5 |
23 Oct 2022 |
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| Twin Contrastive Learning for Online Clustering |
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1 |
21 Oct 2022 |
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| Anomaly Detection Requires Better Representations |
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1 |
19 Oct 2022 |
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| TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers |
1 |
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14 Oct 2022 |
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 |
| GENIE: Higher-Order Denoising Diffusion Solvers |
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11 Oct 2022 |
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| Online Training Through Time for Spiking Neural Networks |
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9 Oct 2022 |
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 (3 pointer-only for licence) |
| Flow Matching for Generative Modeling |
5 |
2 |
6 Oct 2022 |
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) · 3 unverified; the one sample that ran constructed an object rather than computing a result (3 pointer-only for licence) |
| LPT: Long-tailed Prompt Tuning for Image Classification |
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3 Oct 2022 |
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 (2 pointer-only for licence) |
| Automatic Data Augmentation via Invariance-Constrained Learning |
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29 Sep 2022 |
official: harvested, nothing ran · 0 ran · 1 unverified |
| Poisson Flow Generative Models |
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22 Sep 2022 |
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 |
| Self-Supervised Learning with an Information Maximization Criterion |
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16 Sep 2022 |
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| An Enhanced Scheme for Reducing the Complexity of Pointwise Convolutions in CNNs for Image Classification Based on Interleaved Grouped Filters without Divisibility Constraints |
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8 Sep 2022 |
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| Instance-Dependent Noisy Label Learning via Graphical Modelling |
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2 Sep 2022 |
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| Connection Reduction of DenseNet for Image Recognition |
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2 Aug 2022 |
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| Balanced Contrastive Learning for Long-Tailed Visual Recognition |
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19 Jul 2022 |
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 |
| DLME: Deep Local-flatness Manifold Embedding |
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7 Jul 2022 |
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 (1 pointer-only for licence) |
| OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning |
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5 Jul 2022 |
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 |
| Towards Realistic Semi-Supervised Learning |
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5 Jul 2022 |
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) · 0 unverified |
| NP-Match: When Neural Processes meet Semi-Supervised Learning |
1 |
4 |
3 Jul 2022 |
official: no sample here; runs from other or unrecorded repositories · 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 (1 pointer-only for licence) |
| Grouped Pointwise Convolutions Reduce Parameters in Convolutional Neural Networks |
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30 Jun 2022 |
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| Benchopt: Reproducible, efficient and collaborative optimization benchmarks |
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27 Jun 2022 |
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) · 4 unverified |
| Shapley-NAS: Discovering Operation Contribution for Neural Architecture Search |
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20 Jun 2022 |
official: harvested, nothing ran · 0 ran · 3 unverified (3 pointer-only for licence) |
| Efficient Adaptive Ensembling for Image Classification |
0 |
1 |
15 Jun 2022 |
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| Long-tailed Recognition by Learning from Latent Categories |
0 |
1 |
2 Jun 2022 |
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| Automatic Relation-aware Graph Network Proliferation |
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1 |
31 May 2022 |
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| Fake It Till You Make It: Towards Accurate Near-Distribution Novelty Detection |
1 |
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28 May 2022 |
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| WaveMix: A Resource-efficient Neural Network for Image Analysis |
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28 May 2022 |
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| TransBoost: Improving the Best ImageNet Performance using Deep Transduction |
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26 May 2022 |
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| An Evolutionary Approach to Dynamic Introduction of Tasks in Large-scale Multitask Learning Systems |
1 |
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25 May 2022 |
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| Recipe for a General, Powerful, Scalable Graph Transformer |
4 |
1 |
25 May 2022 |
community repositories only · 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) · 18 unverified |
| Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images |
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23 May 2022 |
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 |
| PSO-Convolutional Neural Networks with Heterogeneous Learning Rate |
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20 May 2022 |
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| EXACT: How to Train Your Accuracy |
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19 May 2022 |
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| FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning |
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15 May 2022 |
official (archive's flag): 3 ran · 9 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (2 pointer-only for licence) |
| DoubleMatch: Improving Semi-Supervised Learning with Self-Supervision |
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11 May 2022 |
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| SmoothNets: Optimizing CNN architecture design for differentially private deep learning |
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9 May 2022 |
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| Subspace Diffusion Generative Models |
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3 May 2022 |
official (archive's flag): 11 ran · 11 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; 2 where Syntology's instrument failed) · 1 unverified (6 pointer-only for licence) |
| Adaptive Split-Fusion Transformer |
1 |
4 |
26 Apr 2022 |
not harvested |
| Position-wise optimizer: A nature-inspired optimization algorithm |
0 |
2 |
11 Apr 2022 |
not harvested |
| RODD: A Self-Supervised Approach for Robust Out-of-Distribution Detection |
1 |
3 |
6 Apr 2022 |
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| Revisiting a kNN-based Image Classification System with High-capacity Storage |
0 |
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3 Apr 2022 |
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| Efficient Convolutional Neural Networks on Raspberry Pi for Image Classification |
1 |
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2 Apr 2022 |
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 (1 pointer-only for licence) |
| CNN Filter DB: An Empirical Investigation of Trained Convolutional Filters |
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29 Mar 2022 |
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| Nested Collaborative Learning for Long-Tailed Visual Recognition |
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29 Mar 2022 |
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) · 0 unverified |
| Denoising Likelihood Score Matching for Conditional Score-based Data Generation |
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27 Mar 2022 |
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) · 0 unverified |
| MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization |
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4 |
27 Mar 2022 |
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| Rebalanced Siamese Contrastive Mining for Long-Tailed Recognition |
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22 Mar 2022 |
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| Do Deep Networks Transfer Invariances Across Classes? |
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18 Mar 2022 |
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 (3 pointer-only for licence) |
| Three things everyone should know about Vision Transformers |
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18 Mar 2022 |
community repositories only · 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 |
| Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? |
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17 Mar 2022 |
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| Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy |
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15 Mar 2022 |
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, 2 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence) |
| SimMatch: Semi-supervised Learning with Similarity Matching |
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14 Mar 2022 |
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| β-DARTS: Beta-Decay Regularization for Differentiable Architecture Search |
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3 Mar 2022 |
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| Aggregated Pyramid Vision Transformer: Split-transform-merge Strategy for Image Recognition without Convolutions |
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2 Mar 2022 |
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| Global-Local Regularization Via Distributional Robustness |
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1 Mar 2022 |
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| ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing |
1 |
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23 Feb 2022 |
official (archive's flag): 5 ran · 5 ran (of which 4 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 |
| Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision |
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16 Feb 2022 |
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| Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets |
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6 Feb 2022 |
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) · 4 unverified |
| Progressive Distillation for Fast Sampling of Diffusion Models |
12 |
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1 Feb 2022 |
official (archive's flag): 1 ran · 10 ran (of which 4 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 3 where Syntology's instrument failed) · 17 unverified (10 pointer-only for licence) |
| Anomaly Detection via Reverse Distillation from One-Class Embedding |
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26 Jan 2022 |
official (archive's flag): 2 ran · 14 ran (of which 8 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 4 where Syntology's instrument failed) · 4 unverified (15 pointer-only for licence) |
| Convolutional Xformers for Vision |
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25 Jan 2022 |
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| Patches Are All You Need? |
12 |
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24 Jan 2022 |
official (archive's flag): 6 ran · 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 5 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified |
| PT4AL: Using Self-Supervised Pretext Tasks for Active Learning |
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19 Jan 2022 |
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| Contrastive Regularization for Semi-Supervised Learning |
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17 Jan 2022 |
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| Preventing Manifold Intrusion with Locality: Local Mixup |
1 |
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12 Jan 2022 |
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| ThreshNet: An Efficient DenseNet Using Threshold Mechanism to Reduce Connections |
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9 Jan 2022 |
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| Generalized Category Discovery |
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7 Jan 2022 |
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, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (2 pointer-only for licence) |
| Debiased Learning from Naturally Imbalanced Pseudo-Labels |
1 |
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5 Jan 2022 |
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 |
| A Simple Episodic Linear Probe Improves Visual Recognition in the Wild |
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1 Jan 2022 |
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| Deep Hybrid Models for Out-of-Distribution Detection |
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1 Jan 2022 |
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| Context-Aware Compilation of DNN Training Pipelines across Edge and Cloud |
1 |
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30 Dec 2021 |
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| Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images |
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16 Dec 2021 |
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| Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification |
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15 Dec 2021 |
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| Transformaly -- Two (Feature Spaces) Are Better Than One |
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8 Dec 2021 |
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