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| Rethinking Loss Reweighting for Imbalance Learning as an Inverse Problem: A Neural Collapse Point of View added by Syntology |
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| Conformal Margin Risk Minimization: An Envelope Framework for Robust Learning under Label Noise added by Syntology |
2026-04 (from id) |
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| Conformal Margin Risk Minimization: An Envelope Framework for Robust Learning under Label Noise added by Syntology |
2026-04 (from id) |
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| Conformal Margin Risk Minimization: An Envelope Framework for Robust Learning under Label Noise added by Syntology |
2026-04 (from id) |
YuanjieSh/CMRM/Multi_code_synthetic_noise/models/resnet_tiny.py 1f54eef2129f31e1 |
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| Grow, Assess, Compress: Adaptive Backbone Scaling for Memory-Efficient Class Incremental Learning added by Syntology |
2026-03 (from id) |
ai-digilab/GRACE/models/grace.py 22f47f87baaaf7b7 |
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30 Nov 2024 |
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14 Oct 2024 |
LIONS-EPFL/SAMPa/model/resnet.py 85364deb653f2cf6 |
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| Abstraction Alignment: Comparing Model-Learned and Human-Encoded Conceptual Relationships |
17 Jul 2024 |
mitvis/abstraction-alignment/util/cifar/resnet.py 85364deb653f2cf6 |
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| Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration |
10 Jun 2024 |
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| Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration |
10 Jun 2024 |
yuanjiesh/rc3p/models/resnet_eurosat.py 11d038f53d77a8d2 |
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| Text-Enhanced Data-free Approach for Federated Class-Incremental Learning |
21 Mar 2024 |
tmtuan1307/lander/convs/cresnet.py 3df67b56f34a9310 |
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| SANIA: Polyak-type Optimization Framework Leads to Scale Invariant Stochastic Algorithms |
28 Dec 2023 |
fxrshed/sania/experiments/cifar_resnet.py 472997c84869ac7f |
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| Adversarially Robust Spiking Neural Networks Through Conversion |
15 Nov 2023 |
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| Dynamic Residual Classifier for Class Incremental Learning |
25 Aug 2023 |
chen-xw/drc-cil/models/mafdrc.py f1278a0a9a202fbf |
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| One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training |
12 Aug 2023 |
jianshuod/tba/models/vanilla_resnet.py 4d1d3d6506466614 |
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Apache-2.0 (permissive) |
| Balanced Destruction-Reconstruction Dynamics for Memory-replay Class Incremental Learning |
3 Aug 2023 |
zyuh/bdr-main/networks/resnet32.py 207dfc366b9bb7c9 |
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| Why Does Little Robustness Help? A Further Step Towards Understanding Adversarial Transferability |
15 Jul 2023 |
cgcl-codes/transferattacksurrogates/TransferAttack/models/resnet_cifar.py 580a194529286f83 |
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MIT (permissive) |
| Improving Online Continual Learning Performance and Stability with Temporal Ensembles |
29 Jun 2023 |
albinsou/online_ema/toolkit/models.py 7fc38981a7259751 |
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MIT (permissive) |
| Adaptive Compression in Federated Learning via Side Information |
22 Jun 2023 |
francescopase/federated-klms/flower_fl/models/resnet.py a91a0a3d5796b8d8 |
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| GPT-FL: Generative Pre-trained Model-Assisted Federated Learning |
3 Jun 2023 |
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| Decoupled Training for Long-Tailed Classification With Stochastic Representations |
19 Apr 2023 |
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| Fast Inference in Denoising Diffusion Models via MMD Finetuning |
19 Jan 2023 |
diegovalsesia/mmd-ddm/models/resnet.py 0afc6fa486224b4e |
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| NCTV: Neural Clamping Toolkit and Visualization for Neural Network Calibration |
29 Nov 2022 |
yungchentang/NCToolkit/neural_clamping/models/resnet_cifar10.py 85364deb653f2cf6 |
ran
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MIT (permissive) |
| COLLIDER: A Robust Training Framework for Backdoor Data |
13 Oct 2022 |
hmdolatabadi/collider/models/resnet_cifar.py 673b646b5aa019be |
unverified |
MIT (permissive) |
| On the Importance and Applicability of Pre-Training for Federated Learning |
23 Jun 2022 |
andytu28/fps_pre-training/resnet_cifar.py 191251b55f377d5c |
unverified |
BSD-3-Clause (permissive) |
| Open-Sampling: Exploring Out-of-Distribution data for Re-balancing Long-tailed datasets |
17 Jun 2022 |
hongxin001/open-sampling/alg/oe.py 2c6392d2c02f6238 |
ran · our draft was wrong
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| FOSTER: Feature Boosting and Compression for Class-Incremental Learning |
10 Apr 2022 |
G-U-N/ECCV22-FOSTER/models/foster.py dff6861d5062f441 |
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MIT (permissive) |
| Self-Distillation from the Last Mini-Batch for Consistency Regularization |
30 Mar 2022 |
Meta-knowledge-Lab/DLB/models/resnet.py 27f75f2cf2e7d03a |
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MIT (permissive) |
| Towards Calibrated Model for Long-Tailed Visual Recognition from Prior Perspective |
6 Nov 2021 |
XuZhengzhuo/Prior-LT/models/resnet_cifar.py 11d038f53d77a8d2 |
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| Benchmarking the Accuracy and Robustness of Feedback Alignment Algorithms |
30 Aug 2021 |
jsalbert/biotorch/biotorch/models/small_resnet.py 39a8f2409ed521f4 |
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| Open-set Label Noise Can Improve Robustness Against Inherent Label Noise |
21 Jun 2021 |
hongxin001/open-sampling/alg/ood_noise.py 6c0f9be9596f3ff6 |
ran · our draft was wrong
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| Unsupervised Layered Image Decomposition into Object Prototypes |
29 Apr 2021 |
monniert/dti-sprites/src/model/mini_resnet.py b1c4b3a22a8d30fd |
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MIT (permissive) |
| Improving Calibration for Long-Tailed Recognition |
1 Apr 2021 |
Jia-Research-Lab/MiSLAS/models/resnet_cifar.py 11d038f53d77a8d2 |
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MIT (permissive) |
| Rethinking Neural Operations for Diverse Tasks |
29 Mar 2021 |
mkhodak/relax/examples/resnet/resnet.py ccbabd3d954fa0a8 |
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MIT (permissive) |
| Long-tail learning via logit adjustment |
14 Jul 2020 |
Chumsy0725/logit-adj-pytorch/model.py 5c366b81e063413b |
unverified |
MIT (permissive) |
| Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks |
22 Jun 2020 |
aks2203/poisoning-benchmark/models/clbd_resnet.py 8d80f28c32ded9d5 |
unverified |
MIT (permissive) |
| Deep Transformation-Invariant Clustering |
19 Jun 2020 |
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MIT (permissive) |
| ReZero is All You Need: Fast Convergence at Large Depth |
10 Mar 2020 |
fabio-deep/ReZero-ResNet/src/resnet.py 0062b25c7d99c79a |
ran · our draft was wrong
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MIT (permissive) |
| Meta Label Correction for Noisy Label Learning |
10 Nov 2019 |
microsoft/mlc/CIFAR/resnet.py b4009156896f530b |
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MIT (permissive) |
| Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks |
18 Sep 2019 |
youzhonghui/gate-decorator-pruning/models/cifar/resnet56.py aee5de704735856b |
unverified |
Apache-2.0 (permissive) |
| Mish: A Self Regularized Non-Monotonic Activation Function |
23 Aug 2019 |
digantamisra98/Mish/exps/resnet.py 278ef88735703a97 |
unverified |
MIT (permissive) |
| Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss |
18 Jun 2019 |
ihaeyong/maximum-margin-ldam/models/resnet_cifar.py 11d038f53d77a8d2 |
unverified |
MIT (permissive) |
| Learning What and Where to Transfer |
15 May 2019 |
alinlab/L2T-ww/models/resnet_cifar.py e54be8b23ef75062 |
unverified |
MIT (permissive) |
| Learned Step Size Quantization |
21 Feb 2019 |
zhutmost/lsq-net/model/resnet_cifar.py 472d3c550a61f926 |
unverified |
MIT (permissive) |
| SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation |
2 Nov 2015 |
zhuotongchen/self-healing-robust-neural-networks-via-closed-loop-control/models/model_resnet.py cde96b08dba3ed5b |
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MIT (permissive) |
| arXiv:aaai_29262 |
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Keke921/H2T/models/resnet_cifar.py 11d038f53d77a8d2 |
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MIT (permissive) |
| arXiv:aaai_16351 |
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HaitaoWen/CLearning/model/resnet_cifar.py 29d33a491cd562b7 |
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MIT (permissive) |
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xiaohua-chen/AREA/models/resnet_cifar.py 4bac008c4646680c |
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| arXiv:2022.naacl-main.64 |
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microsoft/MLC/CIFAR/resnet.py b4009156896f530b |
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MIT (permissive) |