Weiming Ren

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upvoted a paper 7 days ago

Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling

Paper • 2604.28185 • Published 8 days ago • 86

upvoted a paper 10 days ago

Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation

Paper • 2604.24763 • Published 11 days ago • 68

upvoted a paper 29 days ago

Watch Before You Answer: Learning from Visually Grounded Post-Training

Paper • 2604.05117 • Published Apr 6 • 35

upvoted 3 papers about 1 month ago

ImagenWorld: Stress-Testing Image Generation Models with Explainable Human Evaluation on Open-ended Real-World Tasks

Paper • 2603.27862 • Published Mar 29 • 31

VGGRPO: Towards World-Consistent Video Generation with 4D Latent Reward

Paper • 2603.26599 • Published Mar 27 • 65

OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis

Paper • 2603.20278 • Published Mar 17 • 96

upvoted 2 papers 3 months ago

VisPhyWorld: Probing Physical Reasoning via Code-Driven Video Reconstruction

Paper • 2602.13294 • Published Feb 9 • 13

Context Forcing: Consistent Autoregressive Video Generation with Long Context

Paper • 2602.06028 • Published Feb 5 • 36

upvoted a paper 4 months ago

HiStream: Efficient High-Resolution Video Generation via Redundancy-Eliminated Streaming

Paper • 2512.21338 • Published Dec 24, 2025 • 23

upvoted 3 papers 5 months ago

OneStory: Coherent Multi-Shot Video Generation with Adaptive Memory

Paper • 2512.07802 • Published Dec 8, 2025 • 46

Scaling Zero-Shot Reference-to-Video Generation

Paper • 2512.06905 • Published Dec 7, 2025 • 29

TUNA: Taming Unified Visual Representations for Native Unified Multimodal Models

Paper • 2512.02014 • Published Dec 1, 2025 • 75

upvoted 3 papers 7 months ago

UniVideo: Unified Understanding, Generation, and Editing for Videos

Paper • 2510.08377 • Published Oct 9, 2025 • 81

VideoScore2: Think before You Score in Generative Video Evaluation

Paper • 2509.22799 • Published Sep 26, 2025 • 26

Critique-Coder: Enhancing Coder Models by Critique Reinforcement Learning

Paper • 2509.22824 • Published Sep 26, 2025 • 21

upvoted a paper 8 months ago

VerlTool: Towards Holistic Agentic Reinforcement Learning with Tool Use

Paper • 2509.01055 • Published Sep 1, 2025 • 81

upvoted a paper 9 months ago

BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent

Paper • 2508.06600 • Published Aug 8, 2025 • 42

upvoted 2 papers 11 months ago

VisCoder: Fine-Tuning LLMs for Executable Python Visualization Code Generation

Paper • 2506.03930 • Published Jun 4, 2025 • 27

Unleashing the Reasoning Potential of Pre-trained LLMs by Critique Fine-Tuning on One Problem

Paper • 2506.03295 • Published Jun 3, 2025 • 17

upvoted a paper 12 months ago

Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning

Paper • 2505.15966 • Published May 21, 2025 • 53