PyTorch implementation of the paper "Discovering and Explaining the Representation Bottleneck of DNNs" (ICLR 2022 Oral)
☆37Oct 30, 2024Updated last year
Alternatives and similar repositories for bottleneck
Users that are interested in bottleneck are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An interpretable network to compute the Shapley values in a single forward propagation.☆16May 24, 2023Updated 2 years ago
- ☆10Jun 14, 2025Updated 10 months ago
- Official PyTorch code for ICLR 2025 paper "Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Models"☆23Mar 4, 2025Updated last year
- ☆10Sep 16, 2022Updated 3 years ago
- Source code, datasets and models of the paper "Efficient White-box Fairness Testing through Gradient Search" by Lingfeng Zhang, Yueling Z…☆11Jul 24, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆10Oct 20, 2023Updated 2 years ago
- ☆18Jun 14, 2025Updated 10 months ago
- ☆16Feb 4, 2025Updated last year
- ☆19Jan 10, 2025Updated last year
- This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence…☆17Jun 20, 2020Updated 5 years ago
- ☆13Nov 22, 2024Updated last year
- This repository contains the implementation of SimplEx, a method to explain the latent representations of black-box models with the help …☆24Jan 31, 2023Updated 3 years ago
- Metrics for "Beyond neural scaling laws: beating power law scaling via data pruning " (NeurIPS 2022 Outstanding Paper Award)☆58Apr 24, 2023Updated 3 years ago
- SWN-GCN: Graph-based Rotation Equivariant Network (BMVC 2021)☆10Oct 18, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The Farmer☆14Feb 26, 2026Updated 2 months ago
- ☆10Jan 28, 2024Updated 2 years ago
- Diagnostics for Conditional Density Estimators and Bayesian Inference Algorithms☆15Apr 3, 2022Updated 4 years ago
- Code repository for MMUGL: Multi-modal Graph Learning over UMLS Knowledge Graphs☆11Dec 7, 2023Updated 2 years ago
- Code for the paper "The Journey, Not the Destination: How Data Guides Diffusion Models"☆25Dec 12, 2023Updated 2 years ago
- Code for ACL 2025 Main paper "Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning…☆51Aug 4, 2025Updated 8 months ago
- Official implementation of MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems☆79Jun 26, 2025Updated 10 months ago
- Code for the paper "Understanding and Evaluating Racial Biases in Image Captioning"☆12Mar 26, 2026Updated last month
- UAI 2020. Kernel goodness-of-fit tests for conditional density models.☆10Jul 27, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code accompanying a paper published in the Astrophysical Journal☆10Oct 2, 2023Updated 2 years ago
- This repository is the official implementation of Dataset Condensation with Contrastive Signals (DCC), accepted at ICML 2022.☆22Jun 8, 2022Updated 3 years ago
- Mainly some ppt, pdf files for easily management☆14Aug 20, 2024Updated last year
- Official codebase for NeurIPS 2022 paper End-to-end Learning to Index and Search in Large Output Spaces☆12Apr 19, 2023Updated 3 years ago
- Source code of ACL 2023 accepted paper "AD-KD: Attribution-Driven Knowledge Distillation for Language Model Compression"☆13Jun 14, 2023Updated 2 years ago
- AMG-RAG (Agentic Medical Graph-RAG) is a comprehensive framework that automates the construction and continuous updating of Medical Knowl…☆29Feb 5, 2026Updated 2 months ago
- Implementation of ICML 2023 paper: Future-conditioned Unsupervised Pretraining for Decision Transformer☆29Jul 25, 2023Updated 2 years ago
- Heatmap-based Out-of-Distribution Detection (WACV 2023)☆13Mar 27, 2024Updated 2 years ago
- Code for paper "Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph", EMNLP 2021 - findings.☆13Dec 14, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆14Mar 16, 2020Updated 6 years ago
- All-in-One Safety Evaluation Framwork☆49Apr 21, 2026Updated last week
- ☆14Jan 15, 2026Updated 3 months ago
- WSISR: Single image super-resolution for Whole slide Imaging using convolutional neural networks and self-supervised color normalization.☆25Dec 16, 2021Updated 4 years ago
- JoinAI是一个开源仓库,专注于算法工程能力的培养,包括工程和数学原理的整理☆11Apr 20, 2025Updated last year
- We have created a new Github repository. Please visit https://github.com/ynchuang/DiscoverPath for the latest update.☆17Sep 3, 2023Updated 2 years ago
- ☆16Jul 10, 2023Updated 2 years ago