mihirp1998 / Diffusion-TTA
Diffusion-TTA improves pre-trained discriminative models such as image classifiers or segmentors using pre-trained generative models.
☆72Updated last year
Alternatives and similar repositories for Diffusion-TTA:
Users that are interested in Diffusion-TTA are comparing it to the libraries listed below
- Code for the paper "Do text-free diffusion models learn discriminative visual representations?"☆24Updated last year
- Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment, arXiv 2024 / CVPR 2025☆26Updated last month
- Official repository of "Back to Source: Diffusion-Driven Test-Time Adaptation"☆77Updated last year
- Augmenting with Language-guided Image Augmentation (ALIA)☆75Updated last year
- [ICLR 2024] ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation☆63Updated 11 months ago
- 【ICCV 2023】Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning & 【IJCV 2025】Diffusion-Enhanced Test-time Adap…☆62Updated 2 months ago
- LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images☆32Updated last year
- [ECCV 2024] Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models☆45Updated 8 months ago
- [ICLR 2024] Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language Models.☆74Updated 8 months ago
- [AAAI 2024] SVDP: Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction☆25Updated 11 months ago
- cliptrase☆34Updated 7 months ago
- Text-Image Alignment for Diffusion-based Perception (TADP) - CVPR 2024☆31Updated 7 months ago
- [CVPR2024 Highlight] Official implementation for Transferable Visual Prompting. The paper "Exploring the Transferability of Visual Prompt…☆38Updated 3 months ago
- source code for NeurIPS'23 paper "Dream the Impossible: Outlier Imagination with Diffusion Models"☆68Updated 2 months ago
- Official PyTorch implementation for "Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels"☆89Updated last year
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆159Updated last year
- PyTorch code for "Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training"☆33Updated last year
- official implementation of "Interpreting CLIP's Image Representation via Text-Based Decomposition"☆200Updated 4 months ago
- [NeurIPS 2023] Generalized Logit Adjustment☆34Updated 11 months ago
- Official implementation for 'Class-Balancing Diffusion Models'☆53Updated 10 months ago
- Official implementation for "Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenter"☆35Updated last year
- Task Residual for Tuning Vision-Language Models (CVPR 2023)☆72Updated last year
- ☆42Updated last year
- [ICCV 2023] A Unified Continual Learning Framework with General Parameter-Efficient Tuning☆78Updated 5 months ago
- CLAP: Isolating Content from Style through Contrastive Learning with Augmented Prompts☆49Updated 7 months ago
- Code for "BECoTTA: Input-dependent Online Blending of Experts for Continual Test-time Adaptation [ICML2024]".☆41Updated 9 months ago
- [ECCV 2024] Official repository for "DataDream: Few-shot Guided Dataset Generation"☆33Updated 8 months ago
- ☆34Updated 4 months ago
- Code release for ICLR 2024 paper: Exploring Diffusion Time-steps for Unsupervised Representation Learning☆25Updated last year
- ☆31Updated this week