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
- Open-source strong baseline for domain generlization re-ID. We will udpate the strong baseline and CFD method~☆10Nov 30, 2021Updated 4 years ago
- ☆10Sep 16, 2022Updated 3 years ago
- [NeurIPS-2023] The PyTorch Implementation of MoSo. The algorithms are based on our paper: "Data Pruning via Moving-one-Sample-out". MoSo …☆10May 21, 2026Updated 2 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆26Feb 20, 2026Updated 5 months ago
- ☆14Nov 22, 2024Updated last year
- This repo focuses on supervised and self-supervised bio-sequence representation learning☆22Oct 11, 2023Updated 2 years ago
- Official PyTorch code for ICLR 2025 paper "Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Models"☆23Mar 4, 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
- The source codes for paper "Relative Position and Map Networks in Few-shot Learning for Image Classification"☆14Jul 12, 2020Updated 6 years ago
- Code accompanying a paper published in the Astrophysical Journal☆10Oct 2, 2023Updated 2 years ago
- ☆20Jun 27, 2026Updated last month
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A julia based machine learning package for boosting any loss, activation and constraint.☆10Jun 27, 2019Updated 7 years ago
- UAI 2020. Kernel goodness-of-fit tests for conditional density models.☆10Jul 27, 2020Updated 6 years ago
- ☆10Jan 28, 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
- Code repository for MMUGL: Multi-modal Graph Learning over UMLS Knowledge Graphs☆11Dec 7, 2023Updated 2 years ago
- Code for the paper "Understanding and Evaluating Racial Biases in Image Captioning"☆12Mar 26, 2026Updated 4 months ago
- Welcome to the 'In Context Learning Theory' Reading Group☆31Nov 8, 2024Updated last year
- 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 last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- The code for NeurIPS 2023 paper DSR☆14Oct 8, 2023Updated 2 years ago
- Neural networks for conditional density estimation☆15May 9, 2020Updated 6 years ago
- Visualization of mean field and neural tangent kernel regime☆23Jul 25, 2024Updated 2 years ago
- Code for our SIGIR'2017 paper "Neural Rating Regression with Abstractive Tips Generation for Recommendation"☆14Jul 24, 2020Updated 6 years ago
- Heatmap-based Out-of-Distribution Detection (WACV 2023)☆13Mar 27, 2024Updated 2 years ago
- [NeurIPS 2022] Your Transformer May Not be as Powerful as You Expect (official implementation)☆35Aug 6, 2023Updated 3 years ago
- Implementation of ICML 2023 paper: Future-conditioned Unsupervised Pretraining for Decision Transformer☆29Jul 25, 2023Updated 3 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
- ☆31Jul 1, 2021Updated 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.
- WSISR: Single image super-resolution for Whole slide Imaging using convolutional neural networks and self-supervised color normalization.☆27Dec 16, 2021Updated 4 years ago
- Little CMS based color management for VapourSynth.☆12Apr 16, 2026Updated 3 months ago
- ☆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 3 years ago
- ☆15Jan 4, 2023Updated 3 years ago
- ☆16Jul 10, 2023Updated 3 years ago
- ☆10Jul 18, 2024Updated 2 years ago