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### Enhancing Comprehensive Capabilities
| Title | Venue | Date | Code | Page |
|:--------|:--------:|:--------:|:--------:|:--------:|
+| 
[**Self-Alignment of Large Video Language Models with Refined Regularized Preference Optimization**](https://arxiv.org/abs/:2504.12083)
| arXiv | 2025-04 | [Github](https://github.com/pritamqu/RRPO) | [Page](https://pritamqu.github.io/RRPO/) |
| 
[**MM-RLHF: The Next Step Forward in Multimodal LLM Alignment**](https://arxiv.org/abs/2502.10391)
| arXiv | 2025-02 | [Github](https://github.com/Kwai-YuanQi/MM-RLHF) | [Page](https://mm-rlhf.github.io/) |
| 
[**Qwen2.5-VL Technical Report**](https://arxiv.org/abs/2502.13923)
| arXiv | 2025-02 | [Github](https://github.com/QwenLM/Qwen2.5-VL) | [Page](https://qwenlm.github.io/zh/blog/qwen2.5-vl/) |
| 
[**OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference**](https://arxiv.org/abs/2502.18411)
| arXiv | 2025-02 | [Github](https://github.com/PhoenixZ810/OmniAlign-V) | - |
@@ -98,6 +99,7 @@
### Video
| Title | Venue | Date | Code | Page |
|:--------|:--------:|:--------:|:--------:|:--------:|
+| 
[**Self-Alignment of Large Video Language Models with Refined Regularized Preference Optimization**](https://arxiv.org/abs/:2504.12083)
| arXiv | 2025-04 | [Github](https://github.com/pritamqu/RRPO) | [Page](https://pritamqu.github.io/RRPO/) |
| 
[**MM-RLHF: The Next Step Forward in Multimodal LLM Alignment**](https://arxiv.org/abs/2502.10391)
| arXiv | 2025-02 | [Github](https://github.com/Kwai-YuanQi/MM-RLHF) | [Page](https://mm-rlhf.github.io/) |
| 
[**PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance**](https://arxiv.org/abs/2411.02327)
| arXiv | 2024-11 | [Github](https://github.com/farewellthree/PPLLaVA) | - |
| 
[**LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models**](https://arxiv.org/abs/2407.07895)
| arXiv | 2024-07 | [Github](https://github.com/LLaVA-VL/LLaVA-NeXT) | [Page](https://llava-vl.github.io/blog/2024-06-16-llava-next-interleave/) |