LeapLabTHU / ProCo
[TPAMI 2024] Probabilistic Contrastive Learning for Long-Tailed Visual Recognition
☆78Updated 6 months ago
Alternatives and similar repositories for ProCo:
Users that are interested in ProCo are comparing it to the libraries listed below
- Source code for the paper "Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts" (ICML 2024)☆77Updated 5 months ago
- [ICML 2024] SimPro: A Simple Probabilistic Framework Towards Realistic Long-Tailed Semi-Supervised Learning☆28Updated 6 months ago
- [IEEE TIP] Fine-grained Recognition with Learnable Semantic Data Augmentation☆29Updated last year
- 🔥MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition [Official, ICCV 2023]☆30Updated 5 months ago
- [CVPR 2023] This repository contains code for the paper "FCC: Feature Clusters Compression for Long-Tailed Visual Recognition", accepted …☆22Updated last year
- ☆53Updated 2 years ago
- [NeurIPS 2022] Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering☆47Updated last year
- Pytorch implementation of DAPrompt: https://arxiv.org/abs/2202.06687☆91Updated 2 years ago
- About Code Release for "CLIPood: Generalizing CLIP to Out-of-Distributions" (ICML 2023), https://arxiv.org/abs/2302.00864☆65Updated last year
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆159Updated last year
- Consistent Prompting for Rehearsal-Free Continual Learning [CVPR2024]☆33Updated 9 months ago
- (ICCV 2023) Parametric Classification for Generalized Category Discovery: A Baseline Study☆99Updated last year
- Official code for ICCV 2023 paper, "Improving Zero-Shot Generalization for CLIP with Synthesized Prompts"☆99Updated last year
- The official repository for ICLR2024 paper "SPTNet: An Efficient Alternative Framework for Generalized Category Discovery with Spatial Pr…☆28Updated last week
- Official implementation of PCS in essay "Prompt Vision Transformer for Domain Generalization"☆51Updated 2 years ago
- Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment, arXiv 2024 / CVPR 2025☆26Updated last month
- [NeurIPS 2023] Generalized Logit Adjustment☆34Updated 11 months ago
- [ICML 2024] Offical code repo for ICML2024 paper "Candidate Pseudolabel Learning: Enhancing Vision-Language Models by Prompt Tuning with …☆26Updated 9 months ago
- Pytorch implementation for "Towards Realistic Long-Tailed Semi-Supervised Learning: Consistency Is All You Need" (CVPR 2023)☆67Updated last year
- Learning without Forgetting for Vision-Language Models (TPAMI 2025)☆29Updated last month
- PyTorch implementation of our CVPR 2024 paper "Unified Entropy Optimization for Open-Set Test-Time Adaptation"☆20Updated 7 months ago
- Official code for ICLR 2024 paper, "A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation"☆76Updated 11 months ago
- Official PyTorch implementation of "Masked Images Are Counterfactual Samples for Robust Fine-tuning" (CVPR 2023)☆15Updated 2 years ago
- [CVPR 2024] Offical implemention of the paper "DePT: Decoupled Prompt Tuning"☆95Updated 4 months ago
- [ICCV2023] - CTP: Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation☆31Updated 5 months ago
- [ICLR 2023] The official code for our ICLR 2023 (top25%) paper: "Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class…☆86Updated last year
- AAAI-24 Decoupled Contrastive Learning for Long-Tailed Recognition☆25Updated 10 months ago
- Pytorch implementation for "Erasing the Bias: Fine-Tuning Foundation Models for Semi-Supervised Learning" (ICML 2024)☆16Updated 2 months ago
- Instruction Tuning in Continual Learning paradigm☆44Updated last month
- Code for "Towards Effective Visual Representations for Partial-Label Learning" in CVPR 2023.☆21Updated last year