Jielin-Qiu / MM_Robustness
[DMLR 2024] Benchmarking Robustness of Multimodal Image-Text Models under Distribution Shift
☆36Updated last year
Alternatives and similar repositories for MM_Robustness:
Users that are interested in MM_Robustness are comparing it to the libraries listed below
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆33Updated last year
- Code for 'Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality', EMNLP 2022☆30Updated last year
- Repo for paper: "Paxion: Patching Action Knowledge in Video-Language Foundation Models" Neurips 23 Spotlight☆37Updated last year
- Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts…☆56Updated last year
- Official implementation of our EMNLP 2022 paper "CPL: Counterfactual Prompt Learning for Vision and Language Models"☆33Updated 2 years ago
- Code for Debiasing Vision-Language Models via Biased Prompts☆57Updated last year
- ☆26Updated last year
- Compress conventional Vision-Language Pre-training data☆49Updated last year
- The Continual Learning in Multimodality Benchmark☆67Updated last year
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆45Updated 9 months ago
- ☆66Updated 6 years ago
- The SVO-Probes Dataset for Verb Understanding☆31Updated 3 years ago
- code for "Multitask Vision-Language Prompt Tuning" https://arxiv.org/abs/2211.11720☆56Updated 10 months ago
- ☆52Updated 5 months ago
- Official implementation for NeurIPS'23 paper "Geodesic Multi-Modal Mixup for Robust Fine-Tuning"☆33Updated 6 months ago
- Code release for "Understanding Bias in Large-Scale Visual Datasets"☆20Updated 4 months ago
- This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…☆77Updated last month
- [AAAI2023] Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task (Oral)☆39Updated last year
- visual question answering prompting recipes for large vision-language models☆25Updated 7 months ago
- Code and datasets for "What’s “up” with vision-language models? Investigating their struggle with spatial reasoning".☆44Updated last year
- [NeurIPS 2023] Bootstrapping Vision-Language Learning with Decoupled Language Pre-training☆24Updated last year
- Repository for the paper: Teaching Structured Vision & Language Concepts to Vision & Language Models☆46Updated last year
- ☆28Updated last month
- This repo is the official implementation of UPL (Unsupervised Prompt Learning for Vision-Language Models).☆114Updated 3 years ago
- Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models (ACL-Findings 2024)☆16Updated 11 months ago
- Code and results accompanying our paper titled CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets☆57Updated last year
- [CVPR23 Highlight] CREPE: Can Vision-Language Foundation Models Reason Compositionally?☆32Updated last year
- Codebase for VidHal: Benchmarking Hallucinations in Vision LLMs☆12Updated last month
- ☆26Updated 3 years ago
- ☆22Updated 10 months ago