[CVPR 2025] LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant

[IJCV 2025] Smaller But Better: Unifying Layout Generation with Smaller Large Language Models

Search-o1: Agentic Search-Enhanced Large Reasoning Models

Evaluating SOTA image generators' generation and editing abilities in OCR tasks.

[ICCV 2025] Official PyTorch Code for "Advancing Textual Prompt Learning with Anchored Attributes"

[ICML 2024] The offical implementation of A2PR, a simple way to achieve SOTA in offline reinforcement learning with an adaptive advantage-guided policy regularization method, in Pytorch

Official Code for Paper: Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation

MedSeg-R: Medical Image Segmentation with Clinical Reasoning

A paper list of some recent works about Token Compress for Vit and VLM

[TMLR] Public code repo for paper "A Single Transformer for Scalable Vision-Language Modeling"

[CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-based Reasoning MLLMs!

When do we not need larger vision models?

A curated list of state-of-the-art research in embodied AI, focusing on vision-language-action (VLA) models, vision-language navigation (VLN), and related multimodal learning approaches.

[CVPR 2025] Official PyTorch Code for "DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models"

Intervening Anchor Token: Decoding Strategy in Alleviating Hallucinations for MLLMs

[CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation

[ECCV 2024 Oral] Code for paper: An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models

(CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction

Solve Visual Understanding with Reinforced VLMs

Project Page for "LISA: Reasoning Segmentation via Large Language Model"

Code release for "SegLLM: Multi-round Reasoning Segmentation"

Minimal reproduction of DeepSeek R1-Zero

DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

Reproduce R1 Zero on Logic Puzzle

Simple RL training for reasoning

Training Large Language Model to Reason in a Continuous Latent Space