BierOne / Attention-FaithfulnessLinks
[ICML 2022] This is the pytorch implementation of "Rethinking Attention-Model Explainability through Faithfulness Violation Test" (https://arxiv.org/abs/2201.12114).
☆19Updated 2 years ago
Alternatives and similar repositories for Attention-Faithfulness
Users that are interested in Attention-Faithfulness are comparing it to the libraries listed below
Sorting:
- Repo for ICCV 2021 paper: Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering☆26Updated 11 months ago
- Implementation for the paper "Reliable Visual Question Answering Abstain Rather Than Answer Incorrectly" (ECCV 2022: https//arxiv.org/abs…☆33Updated 2 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
- Official implementation of our EMNLP 2022 paper "CPL: Counterfactual Prompt Learning for Vision and Language Models"☆34Updated 2 years ago
- CVPR 2022 (Oral) Pytorch Code for Unsupervised Vision-and-Language Pre-training via Retrieval-based Multi-Granular Alignment☆22Updated 3 years ago
- ☆26Updated 2 years ago
- This repository is the official implementation of Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regulari…☆21Updated 2 years ago
- ☆26Updated 3 years ago
- ☆29Updated 2 years ago
- ☆19Updated last year
- Source code for paper "Contrastive Out-of-Distribution Detection for Pretrained Transformers", EMNLP 2021☆40Updated 3 years ago
- Codes and scripts for "Explainable Semantic Space by Grounding Languageto Vision with Cross-Modal Contrastive Learning"☆21Updated 3 years ago
- Code for 'Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality', EMNLP 2022☆30Updated 2 years ago
- Pytorch version of DeCEMBERT: Learning from Noisy Instructional Videos via Dense Captions and Entropy Minimization (NAACL 2021)☆17Updated 2 years ago
- Fine-grained Retrieval Prompt Tuning☆3Updated 10 months ago
- MLPs for Vision and Langauge Modeling (Coming Soon)☆27Updated 3 years ago
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆33Updated last year
- ☆26Updated 3 years ago
- Code for Debiasing Vision-Language Models via Biased Prompts☆57Updated 2 years ago
- The official implementation of paper "Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder"☆24Updated last year
- ☆14Updated 4 years ago
- Code for ACL 2023 Oral Paper: ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning☆11Updated 5 months ago
- Weighted Training for Cross-Task Learning☆15Updated 2 years ago
- PyTorch code for "Perceiver-VL: Efficient Vision-and-Language Modeling with Iterative Latent Attention" (WACV 2023)☆33Updated 2 years ago
- Discover and Cure: Concept-aware Mitigation of Spurious Correlation (ICML 2023)☆41Updated last year
- VaLM: Visually-augmented Language Modeling. ICLR 2023.☆56Updated 2 years ago
- Data Release for VALUE Benchmark☆31Updated 3 years ago
- Pytorch version of VidLanKD: Improving Language Understanding viaVideo-Distilled Knowledge Transfer (NeurIPS 2021))☆56Updated 2 years ago
- Official implementation for NeurIPS'23 paper "Geodesic Multi-Modal Mixup for Robust Fine-Tuning"☆33Updated 8 months ago
- Robust Contrastive Learning Using Negative Samples with Diminished Semantics (NeurIPS 2021)☆39Updated 3 years ago