oxai / debias-vision-langLinks
A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning [AACL 2022]
☆27Updated 2 years ago
Alternatives and similar repositories for debias-vision-lang
Users that are interested in debias-vision-lang are comparing it to the libraries listed below
Sorting:
- Code for Debiasing Vision-Language Models via Biased Prompts☆56Updated 2 years ago
- [TACL'23] VSR: A probing benchmark for spatial undersranding of vision-language models.☆128Updated 2 years ago
- ☆68Updated 2 years ago
- [DMLR 2024] Benchmarking Robustness of Multimodal Image-Text Models under Distribution Shift☆38Updated last year
- Code for 'Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality', EMNLP 2022☆30Updated 2 years ago
- The Continual Learning in Multimodality Benchmark☆67Updated 2 years ago
- Official implementation of our EMNLP 2022 paper "CPL: Counterfactual Prompt Learning for Vision and Language Models"☆34Updated 2 years ago
- ☆78Updated 6 years ago
- ☆37Updated last year
- Source code for the paper "Prefix Language Models are Unified Modal Learners"☆43Updated 2 years ago
- Official repository for the A-OKVQA dataset☆97Updated last year
- NewsCLIPpings: Automatic Generation of Out-of-Context Multimodal Media, EMNLP 2021☆49Updated 2 months ago
- Code to reproduce the experiments in the paper: Does CLIP Bind Concepts? Probing Compositionality in Large Image Models.☆15Updated last year
- ☆157Updated 4 years ago
- Implementation for the paper "Reliable Visual Question Answering Abstain Rather Than Answer Incorrectly" (ECCV 2022: https//arxiv.org/abs…☆35Updated 2 years ago
- Official Repository for CVPR 2022 paper "REX: Reasoning-aware and Grounded Explanation"☆22Updated last year
- ☆33Updated 3 years ago
- Active Example Selection for In-Context Learning (EMNLP'22)☆49Updated last year
- Code for our EMNLP-2022 paper: "Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA"☆40Updated 2 years ago
- The SVO-Probes Dataset for Verb Understanding☆31Updated 3 years ago
- [ICML 2022] Code and data for our paper "IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages"☆49Updated 2 years ago
- ☆40Updated 2 years ago
- A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language Models (ACL 2022)☆43Updated 3 years ago
- Code, data, models for the Sherlock corpus☆58Updated 2 years ago
- [EMNLP'23 Oral] ReSee: Responding through Seeing Fine-grained Visual Knowledge in Open-domain Dialogue PyTorch Implementation☆12Updated last year
- Repo for ICCV 2021 paper: Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering☆27Updated last year
- ☆21Updated last year
- PyTorch code for Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles (DANCE)☆23Updated 2 years ago
- code for "Multitask Vision-Language Prompt Tuning" https://arxiv.org/abs/2211.11720☆57Updated last year
- The official PyTorch Implementation of the Paper "Adversarial Visual Robustness by Causal Intervention"☆18Updated 3 years ago