Read It Back: Pretrained MLLMs Are Zero-Shot Reward Models for Text-to-Image Generation
Paper • 2607.11886 • Published • 86
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Read It Back: Pretrained MLLMs Are Zero-Shot Reward Models for Text-to-Image Generation upvoted a paper about 2 hours ago
Scaling Properties of Text Conditioning in Visual GenerationOrganizations
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FlowMimic: Mask-free Visual Editing and Generation with Pixel-pair Warped Flow Field for Online Video Editing Data Generation and Modality Mimicry
Paper • 2607.18227 • Published • 53
Scaling Properties of Text Conditioning in Visual Generation
Paper • 2607.29679 • Published • 41
On-Policy Self-Distillation in Diffusion Models
Paper • 2608.24646 • Published • 67
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Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text
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LongCat-Video Technical Report
Paper • 2510.22200 • Published • 41
CAST: Game Solvers as Turn-Level Teachers for LLM Agents
Paper • 2607.25308 • Published • 42
Multi-Objective and Mixed-Reward Reinforcement Learning via Reward-Decorrelated Policy Optimization
Paper • 2605.13641 • Published • 52
LongCat-Flash-Prover: Advancing Native Formal Reasoning via Agentic Tool-Integrated Reinforcement Learning
Paper • 2603.21065 • Published • 79
Attention Sink in Transformers: A Survey on Utilization, Interpretation, and Mitigation
Paper • 2604.10098 • Published • 83
Scaling Embeddings Outperforms Scaling Experts in Language Models
Paper • 2601.21204 • Published • 107
WBench: A Comprehensive Multi-turn Benchmark for Interactive Video World Model Evaluation
Paper • 2605.25874 • Published • 108
LongCat-Next: Lexicalizing Modalities as Discrete Tokens
Paper • 2603.27538 • Published • 151
LongCat-Flash-Thinking-2601 Technical Report
Paper • 2601.16725 • Published • 185
Beyond Final Scores: A Systematic Evaluation of Agents for Long-Horizon AI Research and Development
Paper • 2608.13417 • Published • 57
Sparse but Critical: A Token-Level Analysis of Distributional Shifts in RLVR Fine-Tuning of LLMs
Paper • 2603.22446 • Published • 12
Unified Multimodal Autoregressive Modeling with Shared Context-Visual Tokenizer is Key to Unification
Paper • 2606.18249 • Published • 15
Qwen3Guard Technical Report
Paper • 2510.14276 • Published • 17
Are the Financial Reasoning from LLMs Credible? A Real World Test over Long-Horizon Statements
Paper • 2607.28661 • Published • 18
WebWorld: A Large-Scale World Model for Web Agent Training
Paper • 2602.14721 • Published • 20