Pruning By Explaining Revisited: Optimizing Attribution Methods to Prune CNNs and Transformers, Paper accepted at eXCV workshop of ECCV 2024
☆30Jan 6, 2025Updated last year
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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆21Apr 24, 2022Updated 3 years ago
- Repository for PURE: Turning Polysemantic Neurons Into Pure Features by Identifying Relevant Circuits, accepted at CVPR 2024 XAI4CV Works…☆20May 29, 2024Updated last year
- Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.☆242Jan 30, 2026Updated last month
- A toolkit for quantitative evaluation of data attribution methods.☆58Jul 14, 2025Updated 8 months ago
- Concept Relevance Propagation for Localization Models, accepted at SAIAD workshop at CVPR 2023.☆15Jan 16, 2024Updated 2 years ago
- Structured Neuron Level Pruning to compress Transformer-based models [ECCV'24]☆17Aug 7, 2024Updated last year
- An eXplainable AI toolkit with Concept Relevance Propagation and Relevance Maximization☆141Jan 14, 2026Updated 2 months ago
- ☆17Aug 30, 2023Updated 2 years ago
- Mapping out the "memory" of neural nets with data attribution☆49Updated this week
- Pruning CNN using CNN with toy example☆23Jun 21, 2021Updated 4 years ago
- Explain Neural Networks using Layer-Wise Relevance Propagation and evaluate the explanations using Pixel-Flipping and Area Under the Curv…☆17Aug 7, 2022Updated 3 years ago
- Providing the answer to "How to do patching on all available SAEs on GPT-2?". It is an official repository of the implementation of the p…☆13Jan 26, 2025Updated last year
- ☆33Sep 28, 2025Updated 5 months ago
- Code for the paper: Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery. ECCV 2024.☆58Nov 3, 2024Updated last year
- [NeurIPS 2024] Official implementation of the paper "MambaLRP: Explaining Selective State Space Sequence Models" 🐍☆45Nov 6, 2024Updated last year
- Gathers data science and machine learning problem solving using PySpark and Hadoop.☆11Jan 22, 2019Updated 7 years ago
- [NeurIPS XAIA & Springer] Code and notebooks to paper "A Fresh Look at Sanity Checks for Saliency Maps"☆25Jul 12, 2024Updated last year
- Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations☆649Mar 9, 2026Updated 2 weeks ago
- Code for our WACV 2021 paper "Exploiting the Redundancy in Convolutional Filters for Parameter Reduction"☆11Jan 6, 2021Updated 5 years ago
- ☆20Feb 8, 2024Updated 2 years ago
- An implementation of the AlphaZero algorithm for adversarial games to be used with the machine learning framework of your choice☆12Aug 30, 2020Updated 5 years ago
- [arXiv 2024] PyTorch implementation of RRD: https://arxiv.org/abs/2407.12073☆15Dec 2, 2025Updated 3 months ago
- Revisit Kernel Pruning with Lottery Regulated Grouped Convolutions. ICLR 2022☆11Nov 24, 2022Updated 3 years ago
- Official code repository for the paper "Rethinking Model Prototyping through the MedMNIST+ Dataset Collection" @ Scientific Reports☆13Mar 5, 2025Updated last year
- Official repository for the paper: "Trees with Attention for Set Prediction Tasks" (ICML21)☆10Jan 19, 2022Updated 4 years ago
- ☆14Nov 3, 2025Updated 4 months ago
- A simulation environment for artificial pancreas treatments of type 1 diabetes.☆14Jun 27, 2020Updated 5 years ago
- [NeurIPS 2024] CoSy is an automatic evaluation framework for textual explanations of neurons.☆19Jan 28, 2026Updated last month
- CASME II: An Improved Spontaneous Micro-Expression Database and the Baseline Evaluation☆10Oct 19, 2018Updated 7 years ago
- [NeurIPS 2025 MechInterp Workshop - Spotlight] Official implementation of the paper "RelP: Faithful and Efficient Circuit Discovery in La…☆27Nov 3, 2025Updated 4 months ago
- ☆12Jun 17, 2022Updated 3 years ago
- The official implementation for SETA (TIP 2024).☆11Feb 17, 2025Updated last year
- The official implement of paper S2-VER: Semi-Supervised Visual Emotion Recognition☆11Apr 28, 2024Updated last year
- Codebase for information theoretic shapley values to explain predictive uncertainty.This repo contains the code related to the paperWatso…☆22Jul 4, 2024Updated last year
- A server/client approach to face recognition. Aims to be fast, secure and iot friendly. Uses dlib.☆11May 7, 2021Updated 4 years ago
- Speech emotion recognition using LSTM, SVM and MLP | 语音情感识别☆10Jul 1, 2019Updated 6 years ago
- NRLMFβ: Bata-distribution-rescored Neighborhood Regularized Logistic Matrix Factorization for Improving Performance of Drug–Target Intera…☆11Oct 12, 2021Updated 4 years ago
- HSViT: Horizontally Scalable Vision Transformer☆13Nov 6, 2024Updated last year
- 使用STM32F103RCT6和合宙的Air724UG 4G模块做的一个户外光照传感器，并将秒级间隔的光照数据传输至OneNet云端☆16Oct 10, 2023Updated 2 years ago