[NeurIPS 2025 Datasets & Benchmarks Track] The Illusion of Progress? A Critical Look at Test-Time Adaptation for Vision-Language Models
☆37Oct 26, 2025Updated 8 months ago
Alternatives and similar repositories for tta-vlm
Users that are interested in tta-vlm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CVPR 2025 - R-TPT: Improving Adversarial Robustness of Vision-Language Models through Test-Time Prompt Tuning☆23Aug 28, 2025Updated 10 months ago
- ICCV 2023 - AdaptGuard: Defending Against Universal Attacks for Model Adaptation☆11Dec 23, 2023Updated 2 years ago
- Official code for ICML 2024 paper, "Connecting the Dots: Collaborative Fine-tuning for Black-Box Vision-Language Models"☆19Jun 12, 2024Updated 2 years ago
- The official repository of ECCV 2024 paper "Outlier-Aware Test-time Adaptation with Stable Memory Replay"☆22Jun 8, 2025Updated last year
- Official code for ICLR 2024 paper, "A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation"☆86Apr 21, 2024Updated 2 years 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.
- Code of ICLR 2025 paper "DynaPrompt: Dynamic Test-Time Prompt Tuning"☆22Jan 29, 2025Updated last year
- ICML-2024 highlight paper "Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization"☆19Jul 18, 2024Updated last year
- NN 2023☆23Nov 9, 2022Updated 3 years ago
- Official code for ICCV 2023 paper, "Improving Zero-Shot Generalization for CLIP with Synthesized Prompts"☆104Mar 6, 2024Updated 2 years ago
- ☆65Apr 10, 2024Updated 2 years ago
- ☆34May 21, 2024Updated 2 years ago
- Code for Negative Yields Positive: Unified Dual-Path Adapter for Vision-Language Models☆25Oct 29, 2024Updated last year
- ☆15Nov 1, 2024Updated last year
- [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"☆121Jul 15, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [ICLR2025] HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts☆22Aug 1, 2025Updated 11 months ago
- ☆19Jun 22, 2021Updated 5 years ago
- Git Repository for the ContextVLM paper and the DrivingContexts dataset☆14Sep 13, 2024Updated last year
- A repository and benchmark for online test-time adaptation.☆287May 29, 2025Updated last year
- (IJCV 2023) Offical implementation of "SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels"☆13Mar 20, 2025Updated last year
- Code for our NeurIPS 2021 paper 'Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation'☆81Dec 11, 2022Updated 3 years ago
- a unified and simple codebase for weakly-supervised temporal action localization☆23Sep 30, 2023Updated 2 years ago
- This is the implementation of the paper "ResWorld: Temporal Residual World Model for End-to-End Autonomous Driving" (ICLR 2026)☆55Feb 5, 2026Updated 5 months ago
- ☆33Jan 7, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆15Jun 6, 2023Updated 3 years ago
- Code release for "Clue Me In: Semi-Supervised FGVC with Out-of-Distribution Data".☆13Apr 11, 2022Updated 4 years ago
- Convolutional Fine-Grained Classification with Self-Supervised Target Relation Regularization (TIP 2022)☆12Sep 8, 2022Updated 3 years ago
- This paper studies the problem of cross-network node classification to overcome the insufficiency of labeled data in a single network. It…☆25Apr 5, 2022Updated 4 years ago
- Collection of awesome test-time (domain/batch/instance) adaptation methods☆1,295Nov 14, 2025Updated 7 months ago
- ☆23Feb 8, 2022Updated 4 years ago
- A code framework for implementing UniDA☆24Dec 2, 2025Updated 7 months ago
- Python package to accelerate research on generalized out-of-distribution (OOD) detection.☆15Jun 19, 2024Updated 2 years ago
- ☆13May 16, 2018Updated 8 years ago
- 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.
- An official implementation of "Domain Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation", CVPR 202…☆15Jun 15, 2024Updated 2 years ago
- code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Ad…☆493Feb 22, 2024Updated 2 years ago
- The official implementation of "Test-time Adaptation for Regression by Subspace Alignment" (ICLR 2025).☆17Jun 6, 2025Updated last year
- ☆18Oct 7, 2022Updated 3 years ago
- Official Implementation for "Editing Massive Concepts in Text-to-Image Diffusion Models"☆19Mar 21, 2024Updated 2 years ago
- ☆11Aug 31, 2023Updated 2 years ago
- Code for [AAAI 2025] Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation.☆24Dec 17, 2024Updated last year