zackschen / CoIN
Instruction Tuning in Continual Learning paradigm
☆19Updated 2 months ago
Related projects: ⓘ
- [ICCV2023] - CTP: Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation☆27Updated 3 weeks ago
- Official code for ICCV 2023 paper, "Improving Zero-Shot Generalization for CLIP with Synthesized Prompts"☆88Updated 6 months ago
- [NeurIPS 2023] Generalized Logit Adjustment☆33Updated 4 months ago
- ☆13Updated this week
- ☆81Updated 9 months ago
- Official code for ICLR 2024 paper, "A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation"☆61Updated 4 months ago
- Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models☆75Updated 6 months ago
- ☆29Updated 5 months ago
- [CVPR2022] PyTorch re-implementation of Prompt Distribution Learning☆14Updated last year
- [CVPR 2024] Offical implemention of the paper "DePT: Decoupled Prompt Tuning"☆63Updated last month
- A Unified Continual Learning Framework with General Parameter-Efficient Tuning, ICCV 2023 [PyTorch Code]☆69Updated last year
- [NeurIPS2023] LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning☆77Updated last month
- Task Residual for Tuning Vision-Language Models (CVPR 2023)☆65Updated last year
- Exploring prompt tuning with pseudolabels for multiple modalities, learning settings, and training strategies.☆41Updated last week
- PyTorch code for "Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training"☆23Updated 6 months ago
- ☆20Updated 11 months ago
- Official code of "Generating Instance-level Prompts for Rehearsal-free Continual Learning (ICCV 2023)"☆40Updated 10 months ago
- [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models.☆51Updated 2 months ago
- [CVPR23] "Understanding and Improving Visual Prompting: A Label-Mapping Perspective" by Aochuan Chen, Yuguang Yao, Pin-Yu Chen, Yihua Zha…☆50Updated last year
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆39Updated 2 months ago
- Test-time Prompt Tuning (TPT) for zero-shot generalization in vision-language models (NeurIPS 2022))☆136Updated last year
- Simple PyTorch implementation of "Libra: Building Decoupled Vision System on Large Language Models" (accepted by ICML 2024)☆41Updated 3 months ago
- ☆49Updated last year
- Code for the paper: "SuS-X: Training-Free Name-Only Transfer of Vision-Language Models" [ICCV'23]☆91Updated last year
- ☆25Updated 7 months ago
- [ECCV 2024] Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models☆23Updated 2 months ago
- This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…☆66Updated 5 months ago
- [CVPR 2023] Diversity-Aware Meta Visual Prompting☆73Updated 9 months ago
- Official code for "Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models" (TCSVT'2023)☆28Updated 8 months ago
- The official code of paper "Automated Multi-level Preference for MLLMs"☆15Updated 3 weeks ago