ChengShiest / Vision-Function-LayerLinks
[NeurIPS 2025] The official PyTorch implementation of the "Vision Function Layer in MLLM".
☆27Updated last month
Alternatives and similar repositories for Vision-Function-Layer
Users that are interested in Vision-Function-Layer are comparing it to the libraries listed below
Sorting:
- [EMNLP 2025 Main] Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models☆57Updated this week
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆169Updated last month
- [CVPR 2025 Highlight] Your Large Vision-Language Model Only Needs A Few Attention Heads For Visual Grounding☆58Updated 5 months ago
- [ICLR'25] Streaming Video Question-Answering with In-context Video KV-Cache Retrieval☆94Updated 2 months ago
- Official codebase for the paper "Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space"☆55Updated last month
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆205Updated 6 months ago
- Official codebase for the paper Latent Visual Reasoning☆105Updated 3 months ago
- This is a collection of recent papers on reasoning in video generation models.☆95Updated 3 weeks ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆141Updated 10 months ago
- ☆132Updated 10 months ago
- [ICML'25] Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference" and "Sp…☆234Updated last month
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆113Updated last month
- 🔥Awesome Multimodal Large Language Models Paper List☆154Updated 10 months ago
- [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆97Updated 2 months ago
- [NeurIPS'25] HoliTom: Holistic Token Merging for Fast Video Large Language Models☆70Updated 3 months ago
- Collections of Papers and Projects for Multimodal Reasoning.☆107Updated 9 months ago
- [ICLR'25] Reconstructive Visual Instruction Tuning☆135Updated 9 months ago
- (ICLR 2026)Official repository of 'ScaleCap: Inference-Time Scalable Image Captioning via Dual-Modality Debiasing’☆58Updated this week
- [ACL 2025] PruneVid: Visual Token Pruning for Efficient Video Large Language Models☆66Updated 8 months ago
- [NeurIPS 2025] Official code for paper: Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs.☆84Updated 4 months ago
- 📖 This is a repository for organizing papers, codes, and other resources related to unified multimodal models.☆347Updated 3 weeks ago
- [CVPR 2025] Official PyTorch Implementation of GLUS: Global-Local Reasoning Unified into A Single Large Language Model for Video Segmenta…☆66Updated 7 months ago
- Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens (arXiv 2025)☆238Updated 6 months ago
- This repository is the official implementation of "Look-Back: Implicit Visual Re-focusing in MLLM Reasoning".☆83Updated 6 months ago
- TokLIP: Marry Visual Tokens to CLIP for Multimodal Comprehension and Generation☆235Updated 5 months ago
- code for the paper "CoReS: Orchestrating the Dance of Reasoning and Segmentation"☆21Updated 2 months ago
- [ICLR 2025] See What You Are Told: Visual Attention Sink in Large Multimodal Models☆89Updated 11 months ago
- The official code of "Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning"☆79Updated 3 months ago
- ☆64Updated last week
- [TMLR 2026] Survey: https://arxiv.org/pdf/2507.20198☆285Updated this week