[NeurIPS 2021] A Geometric Analysis of Neural Collapse with Unconstrained Features
☆61Jul 19, 2022Updated 3 years ago
Alternatives and similar repositories for Neural-Collapse
Users that are interested in Neural-Collapse are comparing it to the libraries listed below
Sorting:
- ☆26Feb 27, 2022Updated 4 years ago
- ☆73Dec 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…☆49Oct 12, 2022Updated 3 years ago
- code for ICML 2021 paper in which we explore the relationship between adversarial transferability and knowledge transferability.☆17Dec 8, 2022Updated 3 years ago
- Official Implementation of the ECCV 2022 Paper "Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer"☆17Aug 14, 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
- Example code for the NNGeometry PyTorch library☆10Aug 20, 2025Updated 6 months ago
- ☆13Oct 7, 2024Updated last year
- 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
- Distilling Model Failures as Directions in Latent Space☆47Feb 8, 2023Updated 3 years ago
- ☆13Nov 22, 2024Updated last year
- ☆12Jul 8, 2023Updated 2 years ago
- ☆14Feb 12, 2023Updated 3 years ago
- Code for our paper: Samuel and Chechik, "Distributional Robustness Loss for Long-tail Learning"☆32Jan 2, 2022Updated 4 years ago
- [Spotlight ICLR 2023 paper] Continual evaluation for lifelong learning with neural networks, identifying the stability gap.☆35Apr 2, 2023Updated 2 years ago
- Codebase used in the paper "Foundational Models for Continual Learning: An Empirical Study of Latent Replay".☆30Jan 24, 2023Updated 3 years ago
- Official code base for "Long-Tailed Diffusion Models With Oriented Calibration" ICLR2024☆15Jul 11, 2024Updated last year
- Class Balancing GAN with a Classifier In The Loop (UAI 2021)☆12Feb 11, 2022Updated 4 years ago
- Variance Covariance Regularization☆14Jun 22, 2023Updated 2 years ago
- Code for ICLR 2023 Harnessing Out-Of-Distribution Examples via Augmenting Content and Style☆13Jul 3, 2023Updated 2 years ago
- Official implementation of "Multi-scale Feature Learning Dynamics: Insights for Double Descent".☆17Jun 10, 2022Updated 3 years ago
- XCon: Learning with Experts for Fine-grained Category Discovery☆19Dec 19, 2022Updated 3 years ago
- ☆29Oct 20, 2021Updated 4 years ago
- Official Pytorch implementation of Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference (ICLR …☆55Sep 7, 2022Updated 3 years ago
- Pytorch Code for "A Broad Study on the Transferability of Visual Representations with Contrastive Learning" (ICCV 2021)☆36Mar 14, 2022Updated 3 years ago
- The iNaturalist Localization Dataset from "On Label Granularity and Object Localization" (ECCV 2022).☆15Aug 1, 2023Updated 2 years ago
- Code for ICML 2023 paper "When and How Does Known Class Help Discover Unknown Ones? Provable Understandings Through Spectral Analysis"☆14Jun 24, 2023Updated 2 years ago
- ☆13Apr 7, 2022Updated 3 years ago
- ☆18Jul 24, 2023Updated 2 years ago
- ☆15Oct 2, 2022Updated 3 years ago
- Improving Calibration for Long-Tailed Recognition (CVPR2021)☆153Nov 10, 2021Updated 4 years ago
- ☆60May 8, 2023Updated 2 years ago
- Official PyTorch implementation of "Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming" (ICML'23)☆13Jul 11, 2024Updated last year
- The first contrastive learning work for Active Learning.☆18Mar 8, 2023Updated 2 years ago
- ☆67Feb 8, 2022Updated 4 years ago
- ☆13Dec 7, 2022Updated 3 years ago
- ICLR 2022 (Spolight): Continual Learning With Filter Atom Swapping☆16Jul 5, 2023Updated 2 years ago
- ☆15Jun 22, 2022Updated 3 years ago
- [ICCV 2023] HybridAugment++: Unified Frequency Spectra Perturbations for Model Robustness☆17Sep 28, 2023Updated 2 years ago