erobic / ramen
This is a pytorch implementation of our Recurrent Aggregation of Multimodal Embeddings Network (RAMEN) from our CVPR-2019 paper.
☆17Updated 4 years ago
Alternatives and similar repositories for ramen:
Users that are interested in ramen are comparing it to the libraries listed below
- A collections of papers about VQA-CP datasets and their results☆38Updated 3 years ago
- Demonstrates failures of bias mitigation methods under varying types/levels of biases (WACV 2021)☆25Updated 11 months ago
- ☆25Updated 3 years ago
- Counterfactual Samples Synthesizing for Robust VQA☆77Updated 2 years ago
- Code for NeurIPS 2019 paper ``Self-Critical Reasoning for Robust Visual Question Answering''☆39Updated 5 years ago
- ☆13Updated 3 years ago
- NeurIPS 2019 Paper: RUBi : Reducing Unimodal Biases for Visual Question Answering☆59Updated 4 years ago
- [ICML 2021] “ Self-Damaging Contrastive Learning”, Ziyu Jiang, Tianlong Chen, Bobak Mortazavi, Zhangyang Wang☆63Updated 3 years ago
- Code for Greedy Gradient Ensemble for Visual Question Answering （ICCV 2021, Oral）☆26Updated 3 years ago
- Research Code for NeurIPS 2020 Spotlight paper "Large-Scale Adversarial Training for Vision-and-Language Representation Learning": UNITER…☆119Updated 4 years ago
- Repo for ICCV 2021 paper: Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering☆26Updated 8 months ago
- Shows visual grounding methods can be right for the wrong reasons! (ACL 2020)☆23Updated 4 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
- The repository for the official Biased Action Recognition (BAR) dataset for the paper Learning from Failure: Training Debiased Classifier…☆30Updated 4 years ago
- Memory, Attention and Composition (MAC) Network for CLEVR/GQA implemented in PyTorch☆27Updated 7 months ago
- Learning phrase grounding from captioned images through InfoNCE bound on mutual information☆73Updated 4 years ago
- ☆24Updated 2 years ago
- "Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness" (NeurIPS 2020).☆50Updated 4 years ago
- Implementation for ECCV 2022 Paper "Class Is Invariant to Context and Vice Versa: On Learning Invariance for Out-Of-Distribution Generali…☆18Updated 2 years ago
- [ICCV 2019] Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations☆31Updated 3 years ago
- MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts (ICLR 2022)☆109Updated 2 years ago
- Official implementation of our EMNLP 2022 paper "CPL: Counterfactual Prompt Learning for Vision and Language Models"☆33Updated 2 years ago
- Data Release for VALUE Benchmark☆31Updated 3 years ago
- GQA-OOD is a new dataset and benchmark for the evaluation of VQA models in OOD (out of distribution) settings.☆29Updated 4 years ago
- This repo implements the CVPR23 paper Trainable Projected Gradient Method for Robust Fine-tuning☆24Updated last year
- Robust Contrastive Learning Using Negative Samples with Diminished Semantics (NeurIPS 2021)☆38Updated 3 years ago
- The Continual Learning in Multimodality Benchmark☆66Updated last year
- BottomUpTopDown VQA model with question-type debiasing☆22Updated 5 years ago
- Codes and scripts for "Explainable Semantic Space by Grounding Languageto Vision with Cross-Modal Contrastive Learning"☆21Updated 3 years ago
- Compositional Zero-Shot Learning via Fine-Grained Dense Feature Composition accepted @ Neurips20☆25Updated 3 years ago