Cooperx521 / PyramidDropLinks
(CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction
☆139Updated 10 months ago
Alternatives and similar repositories for PyramidDrop
Users that are interested in PyramidDrop are comparing it to the libraries listed below
Sorting:
- [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆95Updated last month
- ☆64Updated 8 months ago
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆159Updated 3 months ago
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆165Updated last month
- Official code for paper: [CLS] Attention is All You Need for Training-Free Visual Token Pruning: Make VLM Inference Faster.☆101Updated 6 months ago
- [ICML'25] Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference" and "Sp…☆228Updated 3 weeks ago
- ☆132Updated 9 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆203Updated 6 months ago
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆108Updated last month
- Official PyTorch Code of ReKV (ICLR'25)☆91Updated 2 months ago
- [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection☆132Updated 5 months ago
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆202Updated last year
- [CVPR'2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".☆203Updated 7 months ago
- [EMNLP 2025 Main] Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models☆50Updated this week
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆80Updated 2 months ago
- [NeurIPS'25] HoliTom: Holistic Token Merging for Fast Video Large Language Models☆68Updated 3 months ago
- [ACL 2025] PruneVid: Visual Token Pruning for Efficient Video Large Language Models☆65Updated 8 months ago
- ✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?☆151Updated 2 months ago
- [ICCV 2025] Official code for "AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning"☆54Updated 3 months ago
- [NeurIPS 2025 Spotlight] Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆78Updated 4 months ago
- Code release for VTW (AAAI 2025 Oral)☆64Updated 2 months ago
- [ICLR'25] Reconstructive Visual Instruction Tuning☆133Updated 9 months ago
- This repository is the official implementation of "Look-Back: Implicit Visual Re-focusing in MLLM Reasoning".☆79Updated 6 months ago
- ✨✨[AAAI 2026] This is the official implementation of our paper "QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Vi…☆74Updated 8 months ago
- Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model☆37Updated last year
- Pixel-Level Reasoning Model trained with RL [NeuIPS25]☆262Updated 2 months ago
- Official implement of MIA-DPO☆70Updated 11 months ago
- Official repository of 'ScaleCap: Inference-Time Scalable Image Captioning via Dual-Modality Debiasing’☆58Updated 6 months ago
- [Neurips 24' D&B] Official Dataloader and Evaluation Scripts for LongVideoBench.☆112Updated last year
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆161Updated last year