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

• rodrigobdz / lrp
  Explain Neural Networks using Layer-Wise Relevance Propagation and evaluate the explanations using Pixel-Flipping and Area Under the Curv…
  ☆15Updated 2 years ago
• maxdreyer / L-CRP
  Concept Relevance Propagation for Localization Models, accepted at SAIAD workshop at CVPR 2023.
  ☆13Updated last year
• maxdreyer / PURE
  Repository for PURE: Turning Polysemantic Neurons Into Pure Features by Identifying Relevant Circuits, accepted at CVPR 2024 XAI4CV Works…
  ☆12Updated 8 months ago
• rachtibat / LRP-eXplains-Transformers
  Layer-Wise Relevance Propagation for Large Language Models and Vision Transformers [ICML 2024]
  ☆118Updated last month
• lkopf / cosy
  CoSy: Evaluating Textual Explanations
  ☆13Updated last week
• rachtibat / zennit-crp
  An eXplainable AI toolkit with Concept Relevance Propagation and Relevance Maximization
  ☆122Updated 7 months ago
• maxdreyer / Reveal2Revise
  Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models. Paper presented at MICCAI 2023 conference.
  ☆19Updated last year
• dilyabareeva / quanda
  A toolkit for quantitative evaluation of data attribution methods.
  ☆39Updated this week
• maxdreyer / pcx
  Prototypical Concept-based Explanations, accepted at SAIAD workshop at CVPR 2024.
  ☆9Updated 7 months ago
• seulkiyeom / LRP_Pruning_toy_example
  Pruning CNN using CNN with toy example
  ☆19Updated 3 years ago
• annahedstroem / MetaQuantus
  MetaQuantus is an XAI performance tool to identify reliable evaluation metrics
  ☆33Updated 9 months ago
• OPTML-Group / Unlearn-Sparse
  [NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gao…
  ☆67Updated 10 months ago
• YanNeu / spurious_imagenet
  Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet
  ☆30Updated last year
• deel-ai / Craft
  👋 Code for : "CRAFT: Concept Recursive Activation FacTorization for Explainability" (CVPR 2023)
  ☆61Updated last year
• fhvilshoj / TorchLRP
  A PyTorch 1.6 implementation of Layer-Wise Relevance Propagation (LRP).
  ☆132Updated 3 years ago
• ksachdeva / tiny-imagenet-tfds
  tiny-imagenet dataset downloader & reader using tensorflow_datasets (tfds) api
  ☆20Updated 5 years ago
• kaifishr / PyTorchRelevancePropagation
  A basic implementation of Layer-wise Relevance Propagation (LRP) in PyTorch.
  ☆86Updated 2 years ago
• Sara-mibo / LRP_EncoderDecoder_GRU
  Implementing LRP (Layer-wise Relevance Propagation) for a sequence-to-sequence model with GRU layers.
  ☆11Updated last year
• AngusDujw / SAF
  ☆34Updated 2 years ago
• dedeswim / vits-robustness-torch
  Code for the paper "A Light Recipe to Train Robust Vision Transformers" [SaTML 2023]
  ☆52Updated last year
• keio-smilab24 / LRP-for-ResNet
  [ECCV24] Layer-Wise Relevance Propagation with Conservation Property for ResNet
  ☆11Updated 4 months ago
• devansh20la / LPF-SGD
  ☆16Updated 2 years ago
• mo666666 / When-Adversarial-Training-Meets-Vision-Transformers
  Official implementation of "When Adversarial Training Meets Vision Transformers: Recipes from Training to Architecture" published at Neur…
  ☆30Updated 4 months ago
• neuroexplicit-saar / Discover-then-Name
  Code for the paper: Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery. ECCV 2024.
  ☆34Updated 2 months ago
• weizeming / ICML-2024-SAM-AT
  ☆23Updated 7 months ago
• vikram2000b / bad-teaching-unlearning
  Official repo of the paper Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent Teacher accepted in AAAI …
  ☆31Updated last year
• mongeoroo / Relevance-CAM
  The official code of Relevance-CAM
  ☆41Updated 11 months ago
• nivha / dataset_reconstruction
  ☆58Updated last year
• seulkiyeom / LRP_pruning
  ☆16Updated last year