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upvoted a paper 1 day ago

Read It Back: Pretrained MLLMs Are Zero-Shot Reward Models for Text-to-Image Generation

Paper • 2607.11886 • Published 3 days ago • 70

upvoted a paper 23 days ago

Exploring the Design Space of Reward Backpropagation for Flow Matching

Paper • 2606.11075 • Published Jun 9 • 11

upvoted a paper 5 months ago

On the Entropy Dynamics in Reinforcement Fine-Tuning of Large Language Models

Paper • 2602.03392 • Published Feb 3 • 59

upvoted a paper 6 months ago

FlowAct-R1: Towards Interactive Humanoid Video Generation

Paper • 2601.10103 • Published Jan 15 • 78

upvoted a paper 10 months ago

WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research

Paper • 2509.13312 • Published Sep 16, 2025 • 107