X-PLUG / mPLUG
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections. (EMNLP 2022)
☆89Updated last year
Alternatives and similar repositories for mPLUG:
Users that are interested in mPLUG are comparing it to the libraries listed below
- mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video (ICML 2023)☆223Updated last year
- Youku-mPLUG: A 10 Million Large-scale Chinese Video-Language Pre-training Dataset and Benchmarks☆292Updated last year
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆133Updated 5 months ago
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆90Updated last year
- Evaluation code and datasets for the ACL 2024 paper, VISTA: Visualized Text Embedding for Universal Multi-Modal Retrieval. The original c…☆34Updated 3 months ago
- MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning☆136Updated last year
- 【NeurIPS 2024】Dense Connector for MLLMs☆156Updated 4 months ago
- ☆60Updated last year
- [CVPR 2024] LION: Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge☆132Updated 7 months ago
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆199Updated 11 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆82Updated last year
- [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning☆272Updated last year
- A collection of visual instruction tuning datasets.☆76Updated 11 months ago
- ChatBridge, an approach to learning a unified multimodal model to interpret, correlate, and reason about various modalities without rely…☆50Updated last year
- [NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning☆95Updated 2 months ago
- [EMNLP 2024 Findings] The official PyTorch implementation of EchoSight: Advancing Visual-Language Models with Wiki Knowledge.☆54Updated 2 months ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆143Updated 10 months ago
- ☆34Updated 8 months ago
- ☆133Updated last year
- Video Chain of Thought, Codes for ICML 2024 paper: "Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition"☆105Updated 2 weeks ago
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆256Updated 8 months ago
- ☆64Updated 9 months ago
- SVIT: Scaling up Visual Instruction Tuning☆164Updated 8 months ago
- 🔥🔥MLVU: Multi-task Long Video Understanding Benchmark☆180Updated 2 weeks ago
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆265Updated 6 months ago
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆249Updated 5 months ago
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆149Updated 11 months ago
- ☆141Updated 4 months ago
- Official repository of MMDU dataset☆86Updated 5 months ago