Imagine3D-LLM: Teaching MLLMs to Imagine 3D Scenes Before Answering Paper • 2609.38177 • Published 9 days ago • 72
World Observer: Joint Actor-Observer Generation for Persistent World Modeling Paper • 2610.02162 • Published 7 days ago • 85
Foundations of Proactive Agents: Principles, Technical Layers, and Proactivity-Gym Paper • 2609.37267 • Published 9 days ago • 28
EgoTools: Towards Tool-Centric Reasoning in Real-World Egocentric Videos Paper • 2609.39378 • Published 8 days ago • 67
Mid-Harness: Scaling Actions Between Model and Harness for Terminal Agents Paper • 2609.39982 • Published 8 days ago • 117
Scenes as Objects, Not Primitives: Instance-Structured 3D Tokenization from Unposed Views Paper • 2606.29513 • Published Jun 28 • 52
MVTrack4Gen: Multi-View Point Tracking as Geometric Supervision for 4D Video Generation Paper • 2606.26087 • Published Jun 24 • 37
Zone of Proximal Policy Optimization: Teacher in Prompts, Not Gradients Paper • 2606.18216 • Published Jun 16 • 65
SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning Paper • 2606.13673 • Published Jun 11 • 115
Lip Forcing: Few-Step Autoregressive Diffusion for Real-time Lip Synchronization Paper • 2606.11180 • Published Jun 9 • 36
Geometry-Aware Representation Denoising for Robust Multi-view 3D Reconstruction Paper • 2605.26230 • Published May 25 • 38
WorldKV: Efficient World Memory with World Retrieval and Compression Paper • 2605.22718 • Published May 21 • 41
TrackCraft3R: Repurposing Video Diffusion Transformers for Dense 3D Tracking Paper • 2605.12587 • Published May 12 • 37
Grounding World Simulation Models in a Real-World Metropolis Paper • 2603.15583 • Published Mar 16 • 156
Deep Forcing: Training-Free Long Video Generation with Deep Sink and Participative Compression Paper • 2512.05081 • Published Dec 4, 2025 • 33
Exploring Conditions for Diffusion models in Robotic Control Paper • 2510.15510 • Published Oct 17, 2025 • 40
Lookahead Anchoring: Preserving Character Identity in Audio-Driven Human Animation Paper • 2510.23581 • Published Oct 27, 2025 • 42