Ego2Act: Evaluating Goal-Directed Manipulation in Egocentric Video Generation
Paper • 2610.01092 • Published • 33
Dohyun Kim
dohyun-k
·
AI & ML interests
Video generation, video diffusion models, temporal consistency, motion modeling
Recent Activity
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upvoted 4
papers about 15 hours ago
AutoGUIWorld: Image Generators as Visual World Models for GUI Agent
Paper • 2610.01215 • Published • 61
Adaptive Reward Routing: Dynamic Multi-Reward Optimization for Joint Audio-Video Diffusion via Forward-Process RL
Paper • 2609.37200 • Published • 138
Beyond Memory: Harnessing Long-Horizon Agents with Explicit Belief States
Paper • 2610.01415 • Published • 94
upvoted 3
papers 1 day ago
World Observer: Joint Actor-Observer Generation for Persistent World Modeling
Paper • 2610.02162 • Published • 85
4Director: Controlling Video World Models with Rigid 3D Geometry
Paper • 2610.02160 • Published • 38
Predictive Credit: Measuring What Scientific Explanations Add to Experimental Forecasts
Paper • 2610.00314 • Published • 101
upvoted 5
papers 2 days ago
RoboCoach: World Models as Active Coaches for Compositional Robot Skills
Paper • 2609.39685 • Published • 15
Physis-Lang: Self-Evolving Language as a Physical Representation for Video World Model
Paper • 2609.40358 • Published • 19
ViRDM: Taming Representation Distribution Matching for Few-Step Causal Video Generation
Paper • 2609.28923 • Published • 11
EVOKE: Eliciting World Knowledge in Agents for Transferable Decision-Making
Paper • 2609.38334 • Published • 79
BiasReducer: Adaptive Bias Mitigation for Reward Models
Paper • 2609.32720 • Published • 25
upvoted 5
papers 4 days ago
CompoWorld: Compositional Environment Scaling for General Agents
Paper • 2609.33665 • Published • 42
Agent-Editing World Model: Rethinking World Modeling for LLM Agents
Paper • 2609.28416 • Published • 43
Training Object Permanence in World Models
Paper • 2609.28654 • Published • 243
Precise Editing and Flexible Referencing for Interactable Worlds
Paper • 2609.34470 • Published • 20
Think Before You Score: Thinking Reward Model for Visual Generation
Paper • 2609.37372 • Published • 101
upvoted 3
papers 5 days ago
Raven: The Harness of Harnesses for Composable Agentic Intelligence
Paper • 2609.33439 • Published • 567
Anisotropic Representations Improve Planning in JEPA World Models
Paper • 2609.37441 • Published • 34
WorldAttention: An Efficient Attention Architecture for Interactive Video World Models
Paper • 2609.34606 • Published • 49