Lewei Lu

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authored 4 papers about 1 year ago

VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models

Paper • 2504.15279 • Published Apr 21, 2025 • 78

InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Paper • 2504.10479 • Published Apr 14, 2025 • 309

VisualPRM: An Effective Process Reward Model for Multimodal Reasoning

Paper • 2503.10291 • Published Mar 13, 2025 • 36

MaskGWM: A Generalizable Driving World Model with Video Mask Reconstruction

Paper • 2502.11663 • Published Feb 17, 2025 • 40

authored 4 papers over 1 year ago

Parameter-Inverted Image Pyramid Networks for Visual Perception and Multimodal Understanding

Paper • 2501.07783 • Published Jan 14, 2025 • 8

SynerGen-VL: Towards Synergistic Image Understanding and Generation with Vision Experts and Token Folding

Paper • 2412.09604 • Published Dec 12, 2024 • 38

Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Paper • 2412.05271 • Published Dec 6, 2024 • 161

Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization

Paper • 2411.10442 • Published Nov 15, 2024 • 87

authored a paper almost 2 years ago

Needle In A Multimodal Haystack

Paper • 2406.07230 • Published Jun 11, 2024 • 55

authored a paper about 2 years ago

How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites

Paper • 2404.16821 • Published Apr 25, 2024 • 59