Generation

Native and Compact Structured Latents for 3D Generation CVPR 2026 NOVA: Sparse Control, Dense Synthesis for Pair-Free Video Editing CVPR 2026 Open the Motion Door: Atomic Motion Decomposition and Recomposition for Open-Vocabulary Motion Generation CVPR 2026 Open-world Hand-Object Interaction Video Generation Based on Structure and Contact-aware Representation CVPR 2026 Phased DMD: Few-step Distribution Matching Distillation via Score Matching within Subintervals CVPR 2026 PixARMesh: Autoregressive Mesh-Native Single-View Scene Reconstruction CVPR 2026 RAYNOVA: Scale-Temporal Autoregressive World Modeling in Ray Space CVPR 2026 ReMoGen: Real-time Human Interaction-to-Reaction Generation via Modular Learning from Diverse Data CVPR 2026 Scaling4D: Pushing the Frontier of Video Novel View Synthesis through Large-Scale Monocular Videos CVPR 2026 Scaling Zero-Shot Reference-to-Video Generation CVPR 2026 Score-Regularized Joint Sampling with Importance Weights for Flow Matching UAI 2026 Stepwise Credit Assignment for GRPO on Flow-Matching Models CVPR 2026 TempoMaster: Efficient Long Video Generation via Next-Frame-Rate Prediction CVPR 2026 Unified Vector Floorplan Generation via Markup Representation CVPR 2026 UniLS: End-to-End Audio-Driven Avatars for Unified Listening and Speaking CVPR 2026 Unveiling the Unknown: Open-Set Entity Typing via Two-Stage Generation ACL 2026 Circuit Transformer: A Transformer That Preserves Logical Equivalence ICLR 2025 Composition and Control with Distilled Energy Diffusion Models and Sequential Monte Carlo AISTATS 2025 Eigenvoice Synthesis based on Model Editing for Speaker Generation Interspeech 2025 Fast Direct: Query-Efficient Online Black-box Guidance for Diffusion-model Target Generation ICLR 2025 FlowTSE: Target Speaker Extraction with Flow Matching Interspeech 2025 LayerDAG: A Layerwise Autoregressive Diffusion Model for Directed Acyclic Graph Generation ICLR 2025 SoundSculpt: Direction and Semantics Driven Ambisonic Target Sound Extraction Interspeech 2025 Temporal Modeling of Room Impulse Response Generation via Multi-Scale Autoregressive Learning Interspeech 2025 Towards a mathematical theory for consistency training in diffusion models AISTATS 2025