marslanm / Multimodality-Representation-Learning
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 .
☆71Updated last year
Alternatives and similar repositories for Multimodality-Representation-Learning:
Users that are interested in Multimodality-Representation-Learning are comparing it to the libraries listed below
- A curated list of vision-and-language pre-training (VLP). :-)☆58Updated 2 years ago
- Hate-CLIPper: Multimodal Hateful Meme Classification with Explicit Cross-modal Interaction of CLIP features - Accepted at EMNLP 2022 Work…☆49Updated 2 years ago
- [ICLR 2023] Official code repository for "Meta Learning to Bridge Vision and Language Models for Multimodal Few-Shot Learning"☆59Updated last year
- [Paper][AAAI2024]Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-modal Structured Representations☆135Updated 9 months ago
- [ICLR 2023] This is the code repo for our ICLR‘23 paper "Universal Vision-Language Dense Retrieval: Learning A Unified Representation Spa…☆50Updated 9 months ago
- This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…☆77Updated last month
- 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…☆34Updated 3 months ago
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆81Updated 11 months ago
- Repository of paper Consistency-preserving Visual Question Answering in Medical Imaging (MICCAI2022)☆23Updated 2 years ago
- A PyTorch implementation of Multimodal Few-Shot Learning with Frozen Language Models with OPT.☆45Updated 2 years ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆145Updated 11 months ago
- MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning☆136Updated last year
- Official Repo for FoodieQA paper (EMNLP 2024)☆16Updated 4 months ago
- InstructionGPT-4☆39Updated last year
- Code and results accompanying our paper titled CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets☆56Updated last year
- SimVLM ---SIMPLE VISUAL LANGUAGE MODEL PRETRAINING WITH WEAK SUPERVISION☆36Updated 2 years ago
- Reading list for Multimodal Large Language Models☆68Updated last year
- code for studying OpenAI's CLIP explainability☆30Updated 3 years ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆70Updated 4 months ago
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆34Updated 11 months ago
- The official code for paper "EasyGen: Easing Multimodal Generation with a Bidirectional Conditional Diffusion Model and LLMs"☆73Updated 4 months ago
- ☆22Updated 8 months ago
- [ICLR 2023] MultiViz: Towards Visualizing and Understanding Multimodal Models☆96Updated 7 months ago
- [CVPR 2024] Official Code for the Paper "Compositional Chain-of-Thought Prompting for Large Multimodal Models"☆119Updated 9 months ago
- On the Effectiveness of Parameter-Efficient Fine-Tuning☆38Updated last year
- The released data for paper "Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models".☆32Updated last year
- Code for paper "UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning", ACL 2022☆60Updated 3 years ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆45Updated 5 months ago
- [CVPR'24 Highlight] Implementation of "Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models"☆13Updated 6 months ago
- ☆57Updated last year