LeapLabTHU / ProCo
[TPAMI 2024] Probabilistic Contrastive Learning for Long-Tailed Visual Recognition
☆72Updated 5 months ago
Alternatives and similar repositories for ProCo:
Users that are interested in ProCo are comparing it to the libraries listed below
- Pytorch implementation of DAPrompt: https://arxiv.org/abs/2202.06687☆91Updated 2 years ago
- [ICML 2024] SimPro: A Simple Probabilistic Framework Towards Realistic Long-Tailed Semi-Supervised Learning☆28Updated 5 months ago
- [IEEE TIP] Fine-grained Recognition with Learnable Semantic Data Augmentation☆29Updated last year
- [CVPR 2024] Offical implemention of the paper "DePT: Decoupled Prompt Tuning"☆92Updated 3 months ago
- Source code for the paper "Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts" (ICML 2024)☆72Updated 4 months ago
- About Code Release for "CLIPood: Generalizing CLIP to Out-of-Distributions" (ICML 2023), https://arxiv.org/abs/2302.00864☆64Updated last year
- [ICLR 2023] The official code for our ICLR 2023 (top25%) paper: "Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class…☆85Updated last year
- Pytorch implementation for "Towards Realistic Long-Tailed Semi-Supervised Learning: Consistency Is All You Need" (CVPR 2023)☆67Updated last year
- [NeurIPS2023] LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning☆91Updated 6 months ago
- Official implementation of Dynamic Perceiver☆42Updated last year
- Official implementation of PCS in essay "Prompt Vision Transformer for Domain Generalization"☆51Updated 2 years ago
- [NeurIPS 2022] Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering☆46Updated last year
- Pytorch implementation for "Erasing the Bias: Fine-Tuning Foundation Models for Semi-Supervised Learning" (ICML 2024)☆16Updated last month
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆155Updated last year
- The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024☆47Updated 3 months ago
- Official code for ICCV 2023 paper, "Improving Zero-Shot Generalization for CLIP with Synthesized Prompts"☆98Updated 11 months ago
- [ICCV2023] - CTP: Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation☆31Updated 4 months ago
- [ICCV 2023] A Unified Continual Learning Framework with General Parameter-Efficient Tuning☆76Updated 4 months ago
- Consistent Prompting for Rehearsal-Free Continual Learning [CVPR2024]☆31Updated 8 months ago
- This repository is a collection of awesome things about vision prompts, including papers, code, etc.☆33Updated last year
- (ICCV 2023) Parametric Classification for Generalized Category Discovery: A Baseline Study☆96Updated last year
- ☆51Updated 2 years ago
- 🔥MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition [Official, ICCV 2023]☆29Updated 4 months ago
- [ECCV 2022] A generalized long-tailed challenge that incorporates both the conventional class-wise imbalance and the overlooked attribute…☆123Updated 6 months ago
- [ICCV 2023 & AAAI 2023] Binary Adapters & FacT, [Tech report] Convpass☆177Updated last year
- AAAI-24 Decoupled Contrastive Learning for Long-Tailed Recognition☆25Updated 9 months ago
- ☆89Updated last year
- The official implementation of the CVPR'2024 work Interference-Free Low-Rank Adaptation for Continual Learning☆61Updated 5 months ago
- [NeurIPS'23] DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions☆61Updated 10 months ago
- Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models☆87Updated 11 months ago