mshukor / ima-lmmsLinks
[NeurIPS2024] Official code for (IMA) Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs
☆20Updated 10 months ago
Alternatives and similar repositories for ima-lmms
Users that are interested in ima-lmms are comparing it to the libraries listed below
Sorting:
- ☆153Updated 9 months ago
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆48Updated 5 months ago
- VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)☆36Updated 4 months ago
- [Neurips 24' D&B] Official Dataloader and Evaluation Scripts for LongVideoBench.☆105Updated last year
- ☆31Updated last year
- TemporalBench: Benchmarking Fine-grained Temporal Understanding for Multimodal Video Models☆33Updated 9 months ago
- ☆45Updated 7 months ago
- ACL'24 (Oral) Tuning Large Multimodal Models for Videos using Reinforcement Learning from AI Feedback☆73Updated 11 months ago
- [ACL 2024 Findings] "TempCompass: Do Video LLMs Really Understand Videos?", Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, …☆120Updated 4 months ago
- [NeurIPS-24] This is the official implementation of the paper "DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effect…☆39Updated last year
- Official code for "What Makes for Good Visual Tokenizers for Large Language Models?".☆58Updated 2 years ago
- Multimodal RewardBench☆45Updated 6 months ago
- ☆138Updated 10 months ago
- ☆86Updated 7 months ago
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆46Updated 9 months ago
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆55Updated 8 months ago
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆83Updated 6 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆89Updated last year
- code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"☆57Updated last year
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆91Updated last year
- Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency☆49Updated 2 months ago
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆85Updated last week
- ☆87Updated 2 months ago
- [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection☆109Updated 3 weeks ago
- Official implement of MIA-DPO☆64Updated 7 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆79Updated last year
- (ACL 2025) MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale☆48Updated 2 months ago
- Official repository of MMDU dataset☆93Updated 10 months ago
- [ICCV 2025] Official Repository of VideoLLaMB: Long Video Understanding with Recurrent Memory Bridges☆72Updated 5 months ago
- [ECCV2024] Official code implementation of Merlin: Empowering Multimodal LLMs with Foresight Minds☆94Updated last year