zhegan27 / VILLALinks
Research Code for NeurIPS 2020 Spotlight paper "Large-Scale Adversarial Training for Vision-and-Language Representation Learning": UNITER adversarial training part
☆119Updated 4 years ago
Alternatives and similar repositories for VILLA
Users that are interested in VILLA are comparing it to the libraries listed below
Sorting:
- ☆63Updated 3 years ago
- NeurIPS 2019 Paper: RUBi : Reducing Unimodal Biases for Visual Question Answering☆63Updated 4 years ago
- Show, Edit and Tell: A Framework for Editing Image Captions, CVPR 2020☆80Updated 5 years ago
- Research Code for NeurIPS 2020 Spotlight paper "Large-Scale Adversarial Training for Vision-and-Language Representation Learning": LXMERT…☆21Updated 4 years ago
- Counterfactual Samples Synthesizing for Robust VQA☆78Updated 2 years ago
- Code for "Aligning Visual Regions and Textual Concepts for Semantic-Grounded Image Representations" (NeurIPS 2019)☆65Updated 4 years ago
- Dataset and starting code for visual entailment dataset☆111Updated 3 years ago
- ☆45Updated 2 months ago
- Code for CVPR'19 "Recursive Visual Attention in Visual Dialog"☆64Updated 2 years ago
- Starter code for the VMT task and challenge☆51Updated 5 years ago
- Human-like Controllable Image Captioning with Verb-specific Semantic Roles.☆36Updated 3 years ago
- Code for the model "Heterogeneous Graph Learning for Visual Commonsense Reasoning (NeurlPS 2019)"☆47Updated 5 years ago
- source code and pre-trained/fine-tuned checkpoint for NAACL 2021 paper LightningDOT☆72Updated 2 years ago
- ROSITA: Enhancing Vision-and-Language Semantic Alignments via Cross- and Intra-modal Knowledge Integration☆56Updated 2 years ago
- [CVPR 2020] Transform and Tell: Entity-Aware News Image Captioning☆91Updated last year
- Implementation for MAF: Multimodal Alignment Framework☆46Updated 4 years ago
- Implementation for CVPR 2020 Paper "Two Causal Principles for Improving Visual Dialog"☆31Updated 2 years ago
- Implementation for "Large-scale Pretraining for Visual Dialog" https://arxiv.org/abs/1912.02379☆97Updated 5 years ago
- ☆27Updated 3 years ago
- Learning phrase grounding from captioned images through InfoNCE bound on mutual information☆73Updated 5 years ago
- [TACL 2021] Code and data for the framework in "Multimodal Pretraining Unmasked: A Meta-Analysis and a Unified Framework of Vision-and-La…☆114Updated 3 years ago
- VisualCOMET: Reasoning about the Dynamic Context of a Still Image☆87Updated 2 years ago
- Pre-trained V+L Data Preparation☆46Updated 5 years ago
- FlatNCE: A Novel Contrastive Representation Learning Objective☆90Updated 3 years ago
- Pytorch implementation for our NeurIPS 2019 paper "TAB-VCR: Tags and Attributes based VCR Baselines" https://arxiv.org/abs/1910.14671☆18Updated 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
- Multitask Multilingual Multimodal Pre-training☆72Updated 2 years ago
- The source code of ACL 2020 paper: "Cross-Modality Relevance for Reasoning on Language and Vision"☆27Updated 4 years ago
- Code for NeurIPS 2019 paper ``Self-Critical Reasoning for Robust Visual Question Answering''☆41Updated 5 years ago
- Code for WACV 2021 Paper "Meta Module Network for Compositional Visual Reasoning"☆43Updated 4 years ago