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 .
☆77Updated last month
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). :-)☆59Updated 3 years ago
- Hate-CLIPper: Multimodal Hateful Meme Classification with Explicit Cross-modal Interaction of CLIP features - Accepted at EMNLP 2022 Work…☆53Updated 3 months ago
- [Paperlist] Awesome paper list of multimodal dialog, including methods, datasets and metrics☆38Updated 6 months ago
- This repository is build in association with our position paper on "Multimodality for NLP-Centered Applications: Resources, Advances and …☆304Updated 3 years ago
- Reading list for Multimodal Large Language Models☆68Updated last year
- MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning☆135Updated 2 years ago
- EMNLP 2023 Papers: Explore cutting-edge research from EMNLP 2023, the premier conference for advancing empirical methods in natural langu…☆109Updated last year
- [ICLR 2023] This is the code repo for our ICLR‘23 paper "Universal Vision-Language Dense Retrieval: Learning A Unified Representation Spa…☆51Updated last year
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆147Updated last year
- [ICLR 2023] MultiViz: Towards Visualizing and Understanding Multimodal Models☆96Updated 11 months ago
- SimVLM ---SIMPLE VISUAL LANGUAGE MODEL PRETRAINING WITH WEAK SUPERVISION☆36Updated 2 years ago
- [Paper][AAAI2024]Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-modal Structured Representations☆145Updated last year
- ☆22Updated last year
- Code for paper "UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning", ACL 2022☆62Updated 3 years ago
- Research code for "KAT: A Knowledge Augmented Transformer for Vision-and-Language"☆65Updated 3 years ago
- All-In-One VLM: Image + Video + Transfer to Other Languages / Domains (TPAMI 2023)☆165Updated 11 months ago
- InstructionGPT-4☆39Updated last year
- A PyTorch implementation of Multimodal Few-Shot Learning with Frozen Language Models with OPT.☆43Updated 3 years ago
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆96Updated 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 7 months ago
- EMNLP2023 - InfoSeek: A New VQA Benchmark focus on Visual Info-Seeking Questions☆25Updated last year
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆156Updated 10 months ago
- Official Implementation of "Geometric Multimodal Contrastive Representation Learning" (https://arxiv.org/abs/2202.03390)☆28Updated 7 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆55Updated 9 months ago
- [ICLR 2024] This is the repository for the paper titled "DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning"☆95Updated last year
- This repository contains code to evaluate various multimodal large language models using different instructions across multiple multimoda…☆29Updated 4 months ago
- This repo contains codes and instructions for baselines in the VLUE benchmark.☆41Updated 3 years ago
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆41Updated last month
- An automatic MLLM hallucination detection framework☆19Updated last year
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆86Updated last year