[NeurIPS 2021] A Geometric Analysis of Neural Collapse with Unconstrained Features
☆62Jul 19, 2022Updated 4 years ago
Alternatives and similar repositories for Neural-Collapse
Users that are interested in Neural-Collapse are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆78Dec 7, 2024Updated last year
- [NeurIPS 2022] The official code for our NeurIPS 2022 paper "Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnab…☆46Oct 12, 2022Updated 3 years ago
- code for ICML 2021 paper in which we explore the relationship between adversarial transferability and knowledge transferability.☆16Dec 8, 2022Updated 3 years ago
- (ICML 2023) Feature learning in deep classifiers through Intermediate Neural Collapse: Accompanying code☆16Jul 27, 2023Updated 3 years ago
- ☆13Jul 8, 2023Updated 3 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.
- ☆16Oct 2, 2022Updated 3 years ago
- The official project website of "NORM: Knowledge Distillation via N-to-One Representation Matching" (The paper of NORM is published in IC…☆20Sep 18, 2023Updated 2 years ago
- ☆26Feb 27, 2022Updated 4 years ago
- Variance Covariance Regularization☆14Jun 22, 2023Updated 3 years ago
- Code for our paper: Samuel and Chechik, "Distributional Robustness Loss for Long-tail Learning"☆32Jan 2, 2022Updated 4 years ago
- Official implementation of "Multi-scale Feature Learning Dynamics: Insights for Double Descent".☆17Jun 10, 2022Updated 4 years ago
- Improving Calibration for Long-Tailed Recognition (CVPR2021)☆152Nov 10, 2021Updated 4 years ago
- Model Patching: Closing the Subgroup Performance Gap with Data Augmentation☆42Nov 17, 2020Updated 5 years ago
- ☆111Sep 20, 2023Updated 2 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.
- ☆15Oct 7, 2024Updated last year
- ☆58Aug 14, 2020Updated 5 years ago
- Implementation of Discrete Key / Value Bottleneck, in Pytorch☆89Jul 9, 2023Updated 3 years ago
- ☆13Feb 12, 2023Updated 3 years ago
- Example code for the NNGeometry PyTorch library☆11Aug 20, 2025Updated 11 months ago
- A curated list of papers of interesting empirical study and insight on deep learning. Continually updating...☆404Jul 21, 2026Updated 3 weeks ago
- Distilling Model Failures as Directions in Latent Space☆48Feb 8, 2023Updated 3 years ago
- Official Implementation of the ECCV 2022 Paper "Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer"☆18Aug 14, 2022Updated 3 years ago
- ☆14Dec 4, 2023Updated 2 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.
- ImageNet-CoG is a benchmark for concept generalization. It provides a full evaluation framework for pre-trained visual representations wh…☆26Oct 13, 2021Updated 4 years ago
- ☆29Oct 20, 2021Updated 4 years ago
- Code for "Revisiting Batch Norm Initialization".☆12Jul 14, 2022Updated 4 years ago
- Official Implementation of Curriculum of Data Augmentation for Long-tailed Recognition (CUDA) (ICLR'23 Spotlight)☆23May 26, 2023Updated 3 years ago
- ☆27Mar 3, 2021Updated 5 years ago
- CVPR 2022 - official implementation for "Long-Tailed Recognition via Weight Balancing" https://arxiv.org/abs/2203.14197☆130Nov 30, 2024Updated last year
- Code for "Can We Characterize Tasks Without Labels or Features?" (CVPR 2021)☆11Aug 31, 2021Updated 4 years ago
- Official PyTorch implementation of "Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming" (ICML'23)☆13Apr 13, 2026Updated 4 months ago
- ☆13Dec 7, 2022Updated 3 years ago
- 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.
- Novel Visual Category Discovery with Dual Ranking Statistics and Mutual Knowledge Distillation. Bingchen Zhao and Kai Han. (NeurIPS 2021)☆12Aug 20, 2023Updated 2 years ago
- Code for ICLR 2023 Harnessing Out-Of-Distribution Examples via Augmenting Content and Style☆13Jul 3, 2023Updated 3 years ago
- PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks☆793Jul 10, 2025Updated last year
- Official implementation of "Continual Learning by Modeling Intra-Class Variation" (MOCA). [TMLR 2023]☆16Mar 3, 2023Updated 3 years ago
- [CVPR 2022] DiSparse: Disentangled Sparsification for Multitask Model Compression☆13Sep 6, 2022Updated 3 years ago
- We define and estimate smooth unique information of samples with respect to classifier weights and predictions. We compute these quantiti…☆11Mar 9, 2021Updated 5 years ago
- [NeurIPS 2023] Code release for "Going Beyond Linear Mode Connectivity: The Layerwise Linear Feature Connectivity"☆19Oct 19, 2023Updated 2 years ago