[TPAMI 2026] Advances in Multimodal Adaptation and Generalization: From Traditional Approaches to Foundation Models
☆186May 9, 2026Updated 3 weeks ago
Alternatives and similar repositories for Awesome-Multimodal-Adaptation
Users that are interested in Awesome-Multimodal-Adaptation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ECCV 2024] Towards Multimodal Open-Set Domain Generalization and Adaptation through Self-supervision☆45May 23, 2025Updated last year
- ☆16Sep 29, 2024Updated last year
- Pytorch implementation of "Test-time Adaption against Multi-modal Reliability Bias".☆52Dec 24, 2024Updated last year
- [ICML 2025] DPCore: Dynamic Prompt Coreset for Continual Test-Time Adaptation☆29Feb 27, 2026Updated 3 months ago
- [NeurIPS 2023] SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization☆76May 23, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [TPAMI 2026] CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey.☆76Mar 25, 2026Updated 2 months ago
- [AAAI 2024] Prompt-based Distribution Alignment for Unsupervised Domain Adaptation☆79Oct 1, 2024Updated last year
- [CVPR 2025 Highlight] SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning☆67Jun 26, 2025Updated 11 months ago
- The Pytorch implementation of Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation☆40May 28, 2024Updated 2 years ago
- Code for the paper AdvST: Revisiting Data Augmentations for Single Domain Generalization (AAAI 2024)☆13May 6, 2024Updated 2 years ago
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated last year
- ACAN: A Plug-and-Play Adaptive Center-Aligned Network for Unsupervised Domain Adaptation☆21Sep 12, 2024Updated last year
- [ECCV 2024] Official Implementation of "Disentangling Masked Autoencoders for Unsupervised Domain Generalization"☆14Jul 31, 2024Updated last year
- Adapter-X: A Novel General Parameter-Efficient Fine-Tuning Framework for Vision☆11Jul 22, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Ensemble Learning of Foundation Models☆18Aug 29, 2025Updated 9 months ago
- Collection of Unsupervised Learning Methods for Vision-Language Models (VLMs)☆93Feb 2, 2026Updated 3 months ago
- [ICML2025] Official Code of From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection☆27Jun 27, 2025Updated 11 months ago
- ☆25Dec 16, 2023Updated 2 years ago
- Official implementation of IJCAI 2024 paper "Cross-Domain Feature Augmentation for Domain Generalization"☆19Feb 21, 2026Updated 3 months ago
- ☆13Apr 7, 2024Updated 2 years ago
- This repository contains the code of the pulished paper "G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization…☆22Jul 9, 2024Updated last year
- A tool to assist in the interpretation of learned features in sparse autoencoders (in particular the four SAE's trained by Joseph Bloom o…☆19Oct 4, 2024Updated last year
- Code for [MICCAI 2023] Treasure in Distribution: A Domain Randomization based Multi-Source Domain Generalization for 2D Medical Image Seg…☆45Feb 4, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Code for "Guiding-Pseudo-labels-with-Uncertainty-Estimation-for-Source-free-Unsupervised-Domain-Adaptation" (CVPR 2023)☆103Jan 8, 2026Updated 4 months ago
- Code for the paper "No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations"☆12Oct 31, 2024Updated last year
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆11Apr 13, 2024Updated 2 years ago
- Code for [Pattern Recognition] Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation.☆30Apr 22, 2025Updated last year
- Code for "Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-Training Strategies and Performance Insights" (E…☆29Nov 27, 2024Updated last year
- [NeurIPS 2024, spotlight] Scaling Out-of-Distribution Detection for Multiple Modalities☆67Dec 3, 2025Updated 5 months ago
- Pytorch implementation of DAPrompt: https://arxiv.org/abs/2202.06687☆98Feb 12, 2023Updated 3 years ago
- [ACL'25] UTBoost: Rigorous Evaluation of Coding Agents on SWE-Bench☆36Aug 12, 2025Updated 9 months ago
- Collection of awesome test-time (domain/batch/instance) adaptation methods☆1,278Nov 14, 2025Updated 6 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆21Mar 23, 2026Updated 2 months ago
- [CoRL 2025] Search-TTA: A Multimodal Test-Time Adaptation Framework for Visual Search in the Wild☆28Jan 23, 2026Updated 4 months ago
- Reliable Source Approximation: Source-Free Domain Adaptation for Vestibular Schwannoma MRI Segmentation☆11Dec 28, 2024Updated last year
- Wide Kernel Time-Frequency Fusion （WTFF）--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated last year
- ☆47Aug 25, 2023Updated 2 years ago
- [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"☆120Jul 15, 2024Updated last year
- Official Repository for "Towards Generalizing to Unseen Domains with Few Labels". (CVPR-24)☆24Sep 3, 2024Updated last year