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)
☆44Updated 3 months ago
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'☆204Updated 6 months ago
- [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'☆340Updated 9 months ago
- [CVPR 2025 Highlight] Your Large Vision-Language Model Only Needs A Few Attention Heads For Visual Grounding☆60Updated 5 months ago
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆77Updated 6 months ago
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆175Updated last month
- 🔥Awesome Multimodal Large Language Models Paper List☆154Updated 11 months ago
- [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection☆134Updated 6 months ago
- [ICCV 2025] VisRL: Intention-Driven Visual Perception via Reinforced Reasoning☆44Updated 3 months ago
- [CVPR 2025 (Oral)] Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key☆104Updated last month
- [ICLR 2025] See What You Are Told: Visual Attention Sink in Large Multimodal Models☆90Updated 11 months ago
- [CVPR 2024] Official Code for the Paper "Compositional Chain-of-Thought Prompting for Large Multimodal Models"☆145Updated last year
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆77Updated last year
- [NeurIPS 2025 Spotlight] Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆78Updated 4 months ago
- [ECCV24] VISA: Reasoning Video Object Segmentation via Large Language Model☆19Updated last year
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆113Updated last month
- [NeurIPS'25] Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding☆73Updated last month
- ☆132Updated 10 months ago
- Latest open-source "Thinking with images" (O3/O4-mini) papers, covering training-free, SFT-based, and RL-enhanced methods for "fine-grain…☆110Updated 5 months ago
- Implementation of "VL-Mamba: Exploring State Space Models for Multimodal Learning"☆86Updated last year
- TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning☆114Updated last month
- [CVPR 2025] RAP: Retrieval-Augmented Personalization☆79Updated 2 months ago
- Collections of Papers and Projects for Multimodal Reasoning.☆107Updated 9 months ago
- Latest Advances on (RL based) Multimodal Reasoning and Generation in Multimodal Large Language Models☆47Updated 3 months ago
- The official implementation of RAR☆92Updated 2 months ago
- [ICLR2025] Text4Seg: Reimagining Image Segmentation as Text Generation☆163Updated 3 months ago
- [NeurIPS 2024] Visual Perception by Large Language Model’s Weights☆55Updated 10 months ago
- [NeurIPS 2023] The official implementation of SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation☆33Updated last year
- Code for paper: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large language Models☆51Updated last year
- [ICCV25 Oral] Token Activation Map to Visually Explain Multimodal LLMs☆172Updated last month
- ☆107Updated 5 months ago