Dongyu Yan

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upvoted a paper 3 months ago

A Mechanistic View on Video Generation as World Models: State and Dynamics

Paper • 2601.17067 • Published Jan 22 • 9

upvoted a paper 4 months ago

UltraShape 1.0: High-Fidelity 3D Shape Generation via Scalable Geometric Refinement

Paper • 2512.21185 • Published Dec 24, 2025 • 32

upvoted 18 papers 5 months ago

StereoPilot: Learning Unified and Efficient Stereo Conversion via Generative Priors

Paper • 2512.16915 • Published Dec 18, 2025 • 38

OmniPSD: Layered PSD Generation with Diffusion Transformer

Paper • 2512.09247 • Published Dec 10, 2025 • 51

StereoWorld: Geometry-Aware Monocular-to-Stereo Video Generation

Paper • 2512.09363 • Published Dec 10, 2025 • 74

MotionEdit: Benchmarking and Learning Motion-Centric Image Editing

Paper • 2512.10284 • Published Dec 11, 2025 • 26

WonderZoom: Multi-Scale 3D World Generation

Paper • 2512.09164 • Published Dec 9, 2025 • 12

COREA: Coarse-to-Fine 3D Representation Alignment Between Relightable 3D Gaussians and SDF via Bidirectional 3D-to-3D Supervision

Paper • 2512.07107 • Published Dec 8, 2025 • 9

Ground Slow, Move Fast: A Dual-System Foundation Model for Generalizable Vision-and-Language Navigation

Paper • 2512.08186 • Published Dec 9, 2025 • 23

TrackingWorld: World-centric Monocular 3D Tracking of Almost All Pixels

Paper • 2512.08358 • Published Dec 9, 2025 • 6

Wan-Move: Motion-controllable Video Generation via Latent Trajectory Guidance

Paper • 2512.08765 • Published Dec 9, 2025 • 134

EgoEdit: Dataset, Real-Time Streaming Model, and Benchmark for Egocentric Video Editing

Paper • 2512.06065 • Published Dec 5, 2025 • 29

Unified Video Editing with Temporal Reasoner

Paper • 2512.07469 • Published Dec 8, 2025 • 46

Voxify3D: Pixel Art Meets Volumetric Rendering

Paper • 2512.07834 • Published Dec 8, 2025 • 45

Multi-view Pyramid Transformer: Look Coarser to See Broader

Paper • 2512.07806 • Published Dec 8, 2025 • 21

Joint 3D Geometry Reconstruction and Motion Generation for 4D Synthesis from a Single Image

Paper • 2512.05044 • Published Dec 4, 2025 • 17

SCAIL: Towards Studio-Grade Character Animation via In-Context Learning of 3D-Consistent Pose Representations

Paper • 2512.05905 • Published Dec 5, 2025 • 21

PaCo-RL: Advancing Reinforcement Learning for Consistent Image Generation with Pairwise Reward Modeling

Paper • 2512.04784 • Published Dec 2, 2025 • 25

SpaceControl: Introducing Test-Time Spatial Control to 3D Generative Modeling

Paper • 2512.05343 • Published Dec 5, 2025 • 25

Splannequin: Freezing Monocular Mannequin-Challenge Footage with Dual-Detection Splatting

Paper • 2512.05113 • Published Dec 4, 2025 • 20