LMBuild: Evaluating LLM Agents for Generating Buildable and Functional Structures
Paper • 2610.04292 • Published • 38 •
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Ego2Act: Evaluating Goal-Directed Manipulation in Egocentric Video GenerationOrganizations
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Ego2Act: Evaluating Goal-Directed Manipulation in Egocentric Video Generation
Paper • 2610.01092 • Published • 34 •
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Scaling Trajectories for Complex Tasks through Recursive Self-Rewrite
Paper • 2610.02826 • Published • 103 •
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FrameMorrow: Future-guided Frame Selection with Prospective Tokens for Long-Horizon Video Generation
Paper • 2609.38839 • Published • 113 •
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Does Learning Protein Folding Generalize to Broader Reasoning?
Paper • 2609.38879 • Published • 136 •
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Adaptive Reward Routing: Dynamic Multi-Reward Optimization for Joint Audio-Video Diffusion via Forward-Process RL
Paper • 2609.37200 • Published • 139 •
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GraphForge: Training Working Agents with Graph-Anchored Workspace Synthesis
Paper • 2609.38923 • Published • 149 •
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papers 4 days ago
It's Not What the Image Shows: Irrelevant Context Destabilises VLM Judges Without Informing Them
Paper • 2609.37863 • Published • 39 •
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Unmask the State: When Does State Adaptation Matter for Masked Diffusion Language Models
Paper • 2609.33355 • Published • 51 •
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TimeEvo: Failure-Driven Self-Evolution of a Time Series Agent
Paper • 2609.27277 • Published • 33 •
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papers 7 days ago
In-Flight KV Cache with Clean Anchors for Faster Autoregressive Video Diffusion
Paper • 2609.32540 • Published • 35 •
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Learning from Teacher Continuations at Student States
Paper • 2609.36246 • Published • 40 •
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RSIGame: Autonomous Agentic Game Development with Recursive Self-improvement
Paper • 2609.39045 • Published • 93 •
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papers 8 days ago
More Choices, Fewer Decisions: Ordinal-Scale Bias in JEV-like Direct-Decision Models
Paper • 2609.38827 • Published • 61 •
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Skill2Env: Capability-Oriented Environment Synthesis from Skills for General Agents
Paper • 2609.33772 • Published • 35 •
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EVOKE: Eliciting World Knowledge in Agents for Transferable Decision-Making
Paper • 2609.38334 • Published • 80 •
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AREX-2: Advancing Self-Improving Agents through Long-Horizon Reflective Tasks
Paper • 2609.38288 • Published • 143 •
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UniEvo-VL: An On-policy Self-Distillation Training Recipe for Multimodal Model Self-improvement
Paper • 2609.38721 • Published • 295 •
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WorldAuditBench: Interactive 3D World Auditing with Multimodal Agents
Paper • 2609.40325 • Published • 104 •
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