TOM-tym / APG
Official PyTorch implementation of our ICCV2023 paper “When Prompt-based Incremental Learning Does Not Meet Strong Pretraining”
☆14Updated 10 months ago
Related projects ⓘ
Alternatives and complementary repositories for APG
- A Unified Continual Learning Framework with General Parameter-Efficient Tuning, ICCV 2023 [PyTorch Code]☆69Updated last month
- [ICLR 2023] The official code for our ICLR 2023 (top25%) paper: "Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class…☆81Updated last year
- Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)☆122Updated 2 months ago
- [CVPR 2023] Learning with Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning☆65Updated 8 months ago
- ☆44Updated last year
- Official code of "Generating Instance-level Prompts for Rehearsal-free Continual Learning (ICCV 2023)"☆42Updated last year
- ☆26Updated 2 weeks ago
- Official implementation of the paper "Masked Autoencoders are Efficient Class Incremental Learners"☆37Updated 5 months ago
- ☆50Updated 11 months ago
- Distribution-Aware Prompt Tuning for Vision-Language Models (ICCV 2023)☆37Updated 11 months ago
- [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"☆62Updated 4 months ago
- PyTorch code for the CVPR'23 paper: "CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning"☆131Updated last year
- PyTorch Implementation of DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22☆102Updated last year
- [NeurIPS2023] LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning☆82Updated 3 months ago
- Continual Forgetting for Pre-trained Vision Models (CVPR 2024)☆39Updated last month
- [ICCV 2023] Bayesian Prompt Learning for Image-Language Model Generalization☆29Updated last year
- Official implementation of PCS in essay "Prompt Vision Transformer for Domain Generalization"☆51Updated last year
- Online Prototype Learning for Online Continual Learning (ICCV 2023)☆32Updated 11 months ago
- [NeurIPS 2023] Meta-Adapter☆40Updated last year
- Official code for ICCV 2023 paper, "Improving Zero-Shot Generalization for CLIP with Synthesized Prompts"☆94Updated 8 months ago
- ☆50Updated 2 years ago
- The official implementation of the CVPR'2024 work Interference-Free Low-Rank Adaptation for Continual Learning☆55Updated last month
- Proxy-based Contrastive Replay for Online Class-Incremental Continual Learning☆24Updated last year
- [ECCV 2024] Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models☆32Updated 4 months ago
- Official repository for "CLIP model is an Efficient Continual Learner".☆81Updated last year
- Official Implementation of CVPR 2022 paper: "Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning…☆34Updated last year
- Instruction Tuning in Continual Learning paradigm☆26Updated 4 months ago
- The official implementation for ECCV22 paper: "FOSTER: Feature Boosting and Compression for Class-Incremental Learning" in PyTorch.☆51Updated last year
- ☆36Updated 8 months ago
- Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models☆81Updated 8 months ago