Controllable Generation

OpenDance: Multimodal Controllable 3D Dance Generation with Large-scale Internet Data CVPR 2026 PG-BIG: Personalized Guidance for Biomechanically Informed Generative Models in Exercise Science L4DC 2026 PhysVid: Physics Aware Local Conditioning for Generative Video Models CVPR 2026 PoseAnything: General Pose-guided Video Generation with Part-aware Temporal Coherence CVPR 2026 PositionIC: Unified Position and Identity Consistency for Image Customization CVPR 2026 ProPhy: Progressive Physical Alignment for Dynamic World Simulation CVPR 2026 SegTune: Structured and Fine-Grained Control for Song Generation ACL 2026 Selectively Extracting and Injecting Visual Attributes into Text-to-Image Models CVPR 2026 Semantic Alignment for Pose-Invariant Identity Preserving Diffusion CVPR 2026 ShotDirector: Directorially Controllable Multi-Shot Video Generation with Cinematographic Transitions CVPR 2026 SketchAssist: A Practical Assistant for Semantic Edits and Precise Local Redrawing CVPR 2026 SkyReels-Text: Fine-Grained Font-Controllable Text Editing for Poster Design CVPR 2026 SliderEdit: Continuous Image Editing with Fine-Grained Instruction Control CVPR 2026 SMRABooth: Subject and Motion Representation Alignment for Customized Video Generation CVPR 2026 StoryTailor:A Zero-Shot Pipeline for Action-Rich Multi-Subject Visual Narratives CVPR 2026 StyleTextGen: Style-Conditioned Multilingual Scene Text Generation CVPR 2026 Tea-Adapter: Teacher Adapter for Efficient Conditional Generation CVPR 2026 TempoControl: Temporal Attention Guidance for Text-to-Video Models CVPR 2026 Test-Time Instance-Specific Parameter Composition: A New Paradigm for Adaptive Generative Modeling CVPR 2026 TGT: Text-Grounded Trajectories for Locally Controlled Video Generation CVPR 2026 The Consistency Critic: Correcting Inconsistencies in Generated Images via Reference-Guided Attentive Alignment CVPR 2026 TokenLight: Precise Lighting Control in Images using Attribute Tokens CVPR 2026 Towards High-resolution and Disentangled Reference-based Sketch Colorization CVPR 2026 Unified Customized Generation by Disentangled Reward Modeling CVPR 2026 UniVerse: A Unified Modulation Framework for Segmentation-Free, Disentangled Multi-Concept Personalization CVPR 2026