[NeurIPS 2022] The official code for our NeurIPS 2022 paper "Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network?".
☆49Oct 12, 2022Updated 3 years ago
Alternatives and similar repositories for ImbalancedLearning
Users that are interested in ImbalancedLearning are comparing it to the libraries listed below
Sorting:
- [ICLR 2023] The official code for our ICLR 2023 (top25%) paper: "Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class…☆94Aug 7, 2023Updated 2 years ago
- ☆17Jan 19, 2026Updated last month
- [NeurIPS 2021] A Geometric Analysis of Neural Collapse with Unconstrained Features☆61Jul 19, 2022Updated 3 years ago
- ☆29Mar 3, 2021Updated 5 years ago
- The is the official implementation of ICCV 2023 paper "No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Syn…☆28Oct 27, 2023Updated 2 years ago
- Code reproducing Neural Collapse phenomenon on MSE and cross-entropy loss☆14Feb 8, 2022Updated 4 years ago
- ☆40Sep 25, 2023Updated 2 years ago
- [ICCV 2023] Subclass-balancing contrastive learning for long-tailed recognition☆18Oct 30, 2023Updated 2 years ago
- Implementation of "Distribution Alignment: A Unified Framework for Long-tail Visual Recognition"(CVPR 2021)☆118Nov 23, 2021Updated 4 years ago
- CVPR 2022 - official implementation for "Long-Tailed Recognition via Weight Balancing" https://arxiv.org/abs/2203.14197☆128Nov 30, 2024Updated last year
- ☆52May 19, 2022Updated 3 years ago
- Here is a desktop pet featuring the character Usagi from Chiikawa. The image was sourced from the internet and modified to remove any whi…☆13Nov 1, 2023Updated 2 years ago
- Official implementation of BGNN(CVPR 2021)☆20Jul 12, 2021Updated 4 years ago
- Source code for ICLR 2022 paper "Meta Discovery: Learning to Discover Novel Classes given Very Limited Data".☆17Jan 14, 2024Updated 2 years ago
- Improving Calibration for Long-Tailed Recognition (CVPR2021)☆153Nov 10, 2021Updated 4 years ago
- Official code for "Complementary Experts for Long-tailed Semi-Supervised Learning" (AAAI'2024)☆23Mar 19, 2024Updated last year
- Implementation of Minimax Pareto Fairness framework☆22Sep 2, 2020Updated 5 years ago
- Source code of the paper "Protein Sequence and Structure Co-Design with Equivariant Translation"☆24Sep 18, 2023Updated 2 years ago
- ☆26Feb 27, 2022Updated 4 years ago
- Code for IJCAI-23 Paper "Open-world Semi-supervised Novel Class Discovery"☆25Sep 5, 2023Updated 2 years ago
- Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)☆259Jul 21, 2025Updated 7 months ago
- Graph matching and clustering by comparing heat kernels via optimal transport.☆27Dec 8, 2022Updated 3 years ago
- ☆60May 8, 2023Updated 2 years ago
- Code Release for “Balanced Contrastive Learning for Long-Tailed Visual Recognition”☆111Oct 31, 2022Updated 3 years ago
- ☆28May 24, 2023Updated 2 years ago
- Generalizable Semantic Segmentation viaModel-agnostic Learning and Target-specificNormalization☆28Apr 21, 2020Updated 5 years ago
- ☆30Mar 4, 2024Updated last year
- Pytorch Code for "A Broad Study on the Transferability of Visual Representations with Contrastive Learning" (ICCV 2021)☆36Mar 14, 2022Updated 3 years ago
- PyTorch implementations of "Unsupervised Semantic Aggregation and Deformable Template Matching for Semi-Supervised Learning" (NeurIPS2020…☆31Dec 16, 2020Updated 5 years ago
- ☆10Sep 29, 2023Updated 2 years ago
- Unofficial re-implementation of "Trusting Your Evidence: Hallucinate Less with Context-aware Decoding"☆33Nov 22, 2024Updated last year
- Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)☆32Oct 10, 2022Updated 3 years ago
- "OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Salman Khan,…☆36Mar 14, 2023Updated 2 years ago
- ☆52Apr 20, 2025Updated 10 months ago
- Code for TMLR 2023 paper "OpenCon: Open-world Contrastive Learning"☆39May 11, 2023Updated 2 years ago
- PyTorch Implementation of Temporal Output Discrepancy for Active Learning, ICCV 2021☆40Sep 14, 2022Updated 3 years ago
- This is an official pytorch implementation of 'AdaptiveMix: Robust Feature Representation via Shrinking Feature Space' (accepted by CVPR2…☆39Apr 20, 2023Updated 2 years ago
- pytorch implementation of ABC : Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning☆39Nov 20, 2024Updated last year
- ☆18Sep 5, 2024Updated last year