Research code for ECCV 2020 paper "UNITER: UNiversal Image-TExt Representation Learning"
☆801Jun 30, 2021Updated 4 years ago
Alternatives and similar repositories for UNITER
Users that are interested in UNITER are comparing it to the libraries listed below
Sorting:
- Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".☆746May 22, 2023Updated 2 years ago
- PyTorch code for EMNLP 2019 paper "LXMERT: Learning Cross-Modality Encoder Representations from Transformers".☆966Oct 22, 2022Updated 3 years ago
- Multi Task Vision and Language☆825Feb 16, 2022Updated 4 years ago
- Oscar and VinVL☆1,052Aug 28, 2023Updated 2 years ago
- Code for the paper "VisualBERT: A Simple and Performant Baseline for Vision and Language"☆540May 1, 2023Updated 2 years ago
- Vision-Language Pre-training for Image Captioning and Question Answering☆423Jan 18, 2022Updated 4 years ago
- Recent Advances in Vision and Language PreTrained Models (VL-PTMs)☆1,155Aug 19, 2022Updated 3 years ago
- ☆478Nov 21, 2022Updated 3 years ago
- Research Code for NeurIPS 2020 Spotlight paper "Large-Scale Adversarial Training for Vision-and-Language Representation Learning": UNITER…☆119Jan 13, 2021Updated 5 years ago
- Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome☆1,466Feb 3, 2023Updated 3 years ago
- Code for ALBEF: a new vision-language pre-training method☆1,754Sep 20, 2022Updated 3 years ago
- Code for the ICML 2021 (long talk) paper: "ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"☆1,527Apr 3, 2024Updated last year
- project page for VinVL☆359Jul 26, 2023Updated 2 years ago
- Research code for EMNLP 2020 paper "HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training"☆236Sep 16, 2021Updated 4 years ago
- [CVPR 2021 Best Student Paper Honorable Mention, Oral] Official PyTorch code for ClipBERT, an efficient framework for end-to-end learning…☆729Aug 8, 2023Updated 2 years ago
- Grid features pre-training code for visual question answering☆269Sep 17, 2021Updated 4 years ago
- [CVPR 2021] VirTex: Learning Visual Representations from Textual Annotations☆565Aug 22, 2025Updated 6 months ago
- A PyTorch reimplementation of bottom-up-attention models☆302Apr 7, 2022Updated 3 years ago
- PyTorch source code for "Stacked Cross Attention for Image-Text Matching" (ECCV 2018)☆579May 18, 2023Updated 2 years ago
- PyTorch code for ICCV'19 paper "Visual Semantic Reasoning for Image-Text Matching"☆302Jan 14, 2020Updated 6 years ago
- Deep Modular Co-Attention Networks for Visual Question Answering☆457Dec 16, 2020Updated 5 years ago
- [ICLR 2022] code for "How Much Can CLIP Benefit Vision-and-Language Tasks?" https://arxiv.org/abs/2107.06383☆421Oct 28, 2022Updated 3 years ago
- PyTorch code for "Unifying Vision-and-Language Tasks via Text Generation" (ICML 2021)☆374Jul 29, 2023Updated 2 years ago
- [CVPR'21 Oral] Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation Learning☆208Sep 30, 2022Updated 3 years ago
- Research Code for NeurIPS 2020 Spotlight paper "Large-Scale Adversarial Training for Vision-and-Language Representation Learning": LXMERT…☆21Oct 20, 2020Updated 5 years ago
- An implementation that downstreams pre-trained V+L models to VQA tasks. Now support: VisualBERT, LXMERT, and UNITER☆165Dec 11, 2022Updated 3 years ago
- Support extracting BUTD features for NLVR2 images.☆18Sep 5, 2020Updated 5 years ago
- CAMP: Cross-Modal Adaptive Message Passing for Text-Image Retrieval☆129Feb 26, 2020Updated 6 years ago
- PyTorch bottom-up attention with Detectron2☆239Jan 4, 2022Updated 4 years ago
- ☆1,048Oct 3, 2022Updated 3 years ago
- source code and pre-trained/fine-tuned checkpoint for NAACL 2021 paper LightningDOT☆72Nov 14, 2022Updated 3 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…☆114Mar 24, 2022Updated 3 years ago
- X-VLM: Multi-Grained Vision Language Pre-Training (ICML 2022)☆492Nov 25, 2022Updated 3 years ago
- A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)☆5,618Jan 12, 2026Updated last month
- Research Code for ICCV 2019 paper "Relation-aware Graph Attention Network for Visual Question Answering"☆187Apr 15, 2021Updated 4 years ago
- PyTorch Code for the paper "VSE++: Improving Visual-Semantic Embeddings with Hard Negatives"☆520Dec 8, 2021Updated 4 years ago
- A lightweight, scalable, and general framework for visual question answering research☆330Sep 3, 2021Updated 4 years ago
- Conceptual 12M is a dataset containing (image-URL, caption) pairs collected for vision-and-language pre-training.☆415Jul 14, 2025Updated 7 months ago
- Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence L…☆2,554Apr 24, 2024Updated last year