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:
- PyTorch Implementation of the paper "Defining and Quantifying the Emergence of Sparse Concepts in DNNs" (CVPR 2023)☆12Dec 24, 2023Updated 2 years ago
- An interpretable network to compute the Shapley values in a single forward propagation.☆17May 24, 2023Updated 3 years 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
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆10May 21, 2026Updated 3 weeks ago
- ☆19Jun 14, 2025Updated 11 months ago
- Socratic-Zero is a fully autonomous framework that generates high-quality training data for mathematical reasoning☆36Oct 26, 2025Updated 7 months ago
- ☆26Feb 20, 2026Updated 3 months ago
- ☆20Jan 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
- ☆18Mar 23, 2025Updated last year
- Contrastive Graph Structure Learning via Information Bottleneck for Recommendation☆29Oct 13, 2022Updated 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
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A julia based machine learning package for boosting any loss, activation and constraint.☆10Jun 27, 2019Updated 6 years ago
- ☆11Jul 2, 2024Updated last year
- 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 10 months ago
- Official implementation of MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems☆79Jun 26, 2025Updated 11 months ago
- ☆30May 17, 2026Updated 3 weeks ago
- This repository is the official implementation of Dataset Condensation with Contrastive Signals (DCC), accepted at ICML 2022.☆22Jun 8, 2022Updated 4 years ago
- ☆41Jun 14, 2025Updated 11 months 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.
- Visualization of mean field and neural tangent kernel regime☆23Jul 25, 2024Updated last year
- 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…☆31Feb 5, 2026Updated 4 months ago
- [NeurIPS 2022] Your Transformer May Not be as Powerful as You Expect (official implementation)☆34Aug 6, 2023Updated 2 years ago
- ☆14Mar 16, 2020Updated 6 years ago
- ☆14Jan 15, 2026Updated 4 months ago
- Official code implementation for the paper "Interpreting Multivariate Shapley Interactions in DNNs" (AAAI 2021)☆33Mar 23, 2021Updated 5 years ago
- A code for the NeurIPS 2022 Table Representation Learning Workshop paper: "Diffusion models for missing value imputation in tabular data"☆57Jun 20, 2024Updated last year
- Little CMS based color management for VapourSynth.☆11Apr 16, 2026Updated last month
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆11Aug 27, 2024Updated last year
- Benchmark and analysis of 165 pretrained SSL models. Code for "Evaluating Self-Supervised Learning via Risk Decomposition".☆14Jul 26, 2023Updated 2 years ago
- Factor Graph Grammars in Python☆13Jan 17, 2026Updated 4 months ago
- ☆16Jul 10, 2023Updated 2 years ago
- ☆12Mar 7, 2021Updated 5 years ago
- Official implementation of our ICML 2024 paper "UP2ME: Univariate Pre-training to Multivariate Fine-tuning as a General-purpose Framework…☆35May 12, 2025Updated last year
- Models for explainable recommendation.☆12Jan 19, 2024Updated 2 years ago