EIT-NLP / Layer_Select_Fuse_for_MLLMLinks
[CVPR2025] Official implementation of the paper "Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices". (by Junyan Lin)
☆41Updated last month
Alternatives and similar repositories for Layer_Select_Fuse_for_MLLM
Users that are interested in Layer_Select_Fuse_for_MLLM are comparing it to the libraries listed below
Sorting:
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆201Updated 4 months ago
- [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'☆306Updated 7 months ago
- Latest open-source "Thinking with images" (O3/O4-mini) papers, covering training-free, SFT-based, and RL-enhanced methods for "fine-grain…☆104Updated 3 months ago
- [CVPR 2025 Highlight] Your Large Vision-Language Model Only Needs A Few Attention Heads For Visual Grounding☆51Updated 3 months ago
- The official implementation of RAR☆93Updated this week
- 🔥CVPR 2025 Multimodal Large Language Models Paper List☆154Updated 9 months ago
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆145Updated 3 months ago
- [CVPR 2025 (Oral)] Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key☆92Updated last week
- [CVPR2024] GSVA: Generalized Segmentation via Multimodal Large Language Models☆154Updated last year
- [LLaVA-Video-R1]✨First Adaptation of R1 to LLaVA-Video (2025-03-18)☆35Updated 7 months ago
- [CVPR 2024] Official Code for the Paper "Compositional Chain-of-Thought Prompting for Large Multimodal Models"☆142Updated last year
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆77Updated last year
- ☆132Updated 8 months ago
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆74Updated 5 months ago
- [NeurIPS 2025 Spotlight] Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆76Updated 2 months ago
- Collections of Papers and Projects for Multimodal Reasoning.☆106Updated 7 months ago
- [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection☆129Updated 4 months ago
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆97Updated this week
- [ICLR2025] Text4Seg: Reimagining Image Segmentation as Text Generation☆154Updated last month
- Latest Advances on (RL based) Multimodal Reasoning and Generation in Multimodal Large Language Models☆43Updated last month
- Implementation of "VL-Mamba: Exploring State Space Models for Multimodal Learning"☆85Updated last year
- FineCLIP: Self-distilled Region-based CLIP for Better Fine-grained Understanding (NIPS24)☆33Updated last month
- Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval [CVPR 2025 Highlight]☆62Updated 5 months ago
- HiMTok: Learning Hierarchical Mask Tokens for Image Segmentation with Large Multimodal Model☆82Updated 4 months ago
- [NeurIPS'25] Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding☆63Updated last month
- R1-like Video-LLM for Temporal Grounding☆126Updated 5 months ago
- [NeurIPS 2023] The official implementation of SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation☆33Updated last year
- TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning☆109Updated 6 months ago
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆175Updated 2 months ago
- Code for paper: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large language Models☆47Updated 11 months ago