erfanhatefi / Pruning-by-eXplaining-in-PyTorchLinks
Pruning By Explaining Revisited: Optimizing Attribution Methods to Prune CNNs and Transformers, Paper accepted at eXCV workshop of ECCV 2024
☆28Updated 7 months ago
Alternatives and similar repositories for Pruning-by-eXplaining-in-PyTorch
Users that are interested in Pruning-by-eXplaining-in-PyTorch are comparing it to the libraries listed below
Sorting:
- Explain Neural Networks using Layer-Wise Relevance Propagation and evaluate the explanations using Pixel-Flipping and Area Under the Curv…☆16Updated 2 years ago
- Benchmark of robust self-supervised learning (RobustSSL) methods & Code for AutoLoRa (ICLR 2024).☆19Updated last year
- Official implementation of "When Adversarial Training Meets Vision Transformers: Recipes from Training to Architecture" published at Neur…☆33Updated 10 months ago
- [NeurIPS'23] FedL2P: Federated Learning to Personalize☆22Updated last year
- Concept Relevance Propagation for Localization Models, accepted at SAIAD workshop at CVPR 2023.☆15Updated last year
- [AAAI, ICLR TP] Fast Machine Unlearning Without Retraining Through Selective Synaptic Dampening☆54Updated 10 months ago
- An Numpy and PyTorch Implementation of CKA-similarity with CUDA support☆91Updated 4 years ago
- Re-thinking Federated Active Learning based on Inter-class Diversity (CVPR 2023)☆32Updated 2 years ago
- ☆32Updated 3 years ago
- Layer-wise Relevance Propagation for Large Language Models and Vision Transformers [ICML 2024]☆177Updated 3 weeks ago
- Testing a model performance for CIFAR10-C☆35Updated 5 years ago
- [NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gao…☆76Updated last year
- Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models. Paper presented at MICCAI 2023 conference.☆20Updated last year
- ☆24Updated last year
- Official implementation of the paper "FedSIS: Federated Split Learning with Intermediate Representation Sampling for Privacy-preserving G…☆16Updated last year
- Implementation of Concept-level Debugging of Part-Prototype Networks☆11Updated 2 years ago
- Official Repository for MocoSFL (accepted by ICLR '23, notable 5%)☆52Updated 2 years ago
- Transformers trained on Tiny ImageNet☆55Updated 3 years ago
- A PyTorch 1.6 implementation of Layer-Wise Relevance Propagation (LRP).☆138Updated 4 years ago
- Official repo of the paper Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent Teacher accepted in AAAI …☆37Updated last year
- ☆34Updated last year
- Data Optimization in Deep Learning: A Survey☆19Updated last year
- Repository for PURE: Turning Polysemantic Neurons Into Pure Features by Identifying Relevant Circuits, accepted at CVPR 2024 XAI4CV Works…☆18Updated last year
- ☆19Updated last year
- Implementation of FedBary☆14Updated 4 months ago
- ☆16Updated last week
- [ICML 2023] Official repository of paper: Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repe…☆25Updated this week
- ☆20Updated 3 years ago
- Code for 'Multi-level Logit Distillation' (CVPR2023)☆67Updated 10 months ago
- [ICLR 2023] Test-time Robust Personalization for Federated Learning☆53Updated last year