marslanm / Multimodality-Representation-LearningLinks
This repository provides a comprehensive collection of research papers focused on multimodal representation learning, all of which have been cited and discussed in the survey just accepted https://dl.acm.org/doi/abs/10.1145/3617833 .
☆82Updated 6 months ago
Alternatives and similar repositories for Multimodality-Representation-Learning
Users that are interested in Multimodality-Representation-Learning are comparing it to the libraries listed below
Sorting:
- A curated list of vision-and-language pre-training (VLP). :-)☆61Updated 3 years ago
- [Paperlist] Awesome paper list of multimodal dialog, including methods, datasets and metrics☆37Updated 11 months ago
- SimVLM ---SIMPLE VISUAL LANGUAGE MODEL PRETRAINING WITH WEAK SUPERVISION☆36Updated 3 years ago
- Hate-CLIPper: Multimodal Hateful Meme Classification with Explicit Cross-modal Interaction of CLIP features - Accepted at EMNLP 2022 Work…☆56Updated 8 months ago
- [ICLR 2023] MultiViz: Towards Visualizing and Understanding Multimodal Models☆98Updated last year
- Reading list for Multimodal Large Language Models☆69Updated 2 years ago
- Code for paper "UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning", ACL 2022☆63Updated 3 years ago
- MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning☆134Updated 2 years ago
- This repository contains code to evaluate various multimodal large language models using different instructions across multiple multimoda…☆31Updated 10 months ago
- A PyTorch implementation of Multimodal Few-Shot Learning with Frozen Language Models with OPT.☆44Updated 3 years ago
- [Paper][AAAI2024]Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-modal Structured Representations☆152Updated last year
- Source code and data used in the papers ViQuAE (Lerner et al., SIGIR'22), Multimodal ICT (Lerner et al., ECIR'23) and Cross-modal Retriev…☆38Updated last year
- EMNLP 2023 Papers: Explore cutting-edge research from EMNLP 2023, the premier conference for advancing empirical methods in natural langu…☆111Updated last year
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆156Updated last year
- NAACL 2022: MCSE: Multimodal Contrastive Learning of Sentence Embeddings☆58Updated last year
- All-In-One VLM: Image + Video + Transfer to Other Languages / Domains (TPAMI 2023)☆166Updated last year
- ☆24Updated last year
- Research code for "KAT: A Knowledge Augmented Transformer for Vision-and-Language"☆69Updated 3 years ago
- Implementation for the paper "Reliable Visual Question Answering Abstain Rather Than Answer Incorrectly" (ECCV 2022: https//arxiv.org/abs…☆38Updated 2 years ago
- Code for EMNLP 2022 paper “Distilled Dual-Encoder Model for Vision-Language Understanding”☆31Updated 2 years ago
- Official Implementation of "Geometric Multimodal Contrastive Representation Learning" (https://arxiv.org/abs/2202.03390)☆28Updated last year
- This repository is build in association with our position paper on "Multimodality for NLP-Centered Applications: Resources, Advances and …☆321Updated 4 years ago
- [ICLR 2023] Official code repository for "Meta Learning to Bridge Vision and Language Models for Multimodal Few-Shot Learning"☆60Updated 2 years ago
- About The corresponding code from our paper " Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought Reasoning…☆12Updated last year
- NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks, CVPR 2022 (Oral)☆49Updated last year
- [ICLR 2023] This is the code repo for our ICLR‘23 paper "Universal Vision-Language Dense Retrieval: Learning A Unified Representation Spa…☆53Updated last year
- EMNLP2023 - InfoSeek: A New VQA Benchmark focus on Visual Info-Seeking Questions☆25Updated last year
- ☆42Updated 2 years ago
- InstructionGPT-4☆42Updated 2 years ago
- Official implementation for NeurIPS'23 paper "Geodesic Multi-Modal Mixup for Robust Fine-Tuning"☆36Updated last year