LJungang / Awesome-Omni-Large-Models-and-DatasetsLinks
🔥 Omni large models and datasets for understanding and generating multi-modalities.
☆17Updated 10 months ago
Alternatives and similar repositories for Awesome-Omni-Large-Models-and-Datasets
Users that are interested in Awesome-Omni-Large-Models-and-Datasets are comparing it to the libraries listed below
Sorting:
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆72Updated 2 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆79Updated last year
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆55Updated 10 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆79Updated 9 months ago
- ☆29Updated 2 months ago
- HallE-Control: Controlling Object Hallucination in LMMs☆31Updated last year
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆85Updated 2 weeks ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆99Updated 8 months ago
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)☆80Updated 3 months ago
- V1: Toward Multimodal Reasoning by Designing Auxiliary Task☆35Updated 4 months ago
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆31Updated 10 months ago
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆67Updated last month
- ☆18Updated last year
- [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual…☆82Updated 6 months ago
- Preference Learning for LLaVA☆48Updated 9 months ago
- Interleaving Reasoning: Next-Generation Reasoning Systems for AGI☆131Updated last month
- ☆50Updated last month
- Code and data for ACL 2024 paper on 'Cross-Modal Projection in Multimodal LLMs Doesn't Really Project Visual Attributes to Textual Space'☆16Updated last year
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆65Updated 2 months ago
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆46Updated 9 months ago
- ☆27Updated 6 months ago
- ☆96Updated 5 months ago
- Doodling our way to AGI ✏️ 🖼️ 🧠☆94Updated 3 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆48Updated last year
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆70Updated last year
- XL-VLMs: General Repository for eXplainable Large Vision Language Models☆29Updated 2 weeks ago
- Official repository of the video reasoning benchmark MMR-V. Can Your MLLMs "Think with Video"?☆36Updated 2 months ago
- ✨✨The Curse of Multi-Modalities (CMM): Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio☆46Updated last month
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆68Updated 9 months ago
- More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models☆45Updated 3 months ago