Controllable Generation

3D-Aware Implicit Motion Control for View-Adaptive Human Video Generation CVPR 2026 Adaptive Planning for Multi-Attribute Controllable Summarization with Monte Carlo Tree Search ACL 2026 AlcheMinT: Fine-grained Temporal Control for Multi-Reference Consistent Video Generation CVPR 2026 A Temporal and Content Co-Awareness Latent Diffusion for Controllable Hand Image Generation CVPR 2026 A Training-Free Style-Personalization via SVD-Based Feature Decomposition CVPR 2026 Beyond Text Prompts: Precise Concept Erasure through Text-Image Collaboration CVPR 2026 Bridging Fidelity-Reality with Controllable One-Step Diffusion for Image Super-Resolution CVPR 2026 BulletTime: Decoupled Control of Time and Camera Pose for Video Generation CVPR 2026 C^2FG: Control Classifier-Free Guidance via Score Discrepancy Analysis CVPR 2026 Capturing Classic Authorial Style in Long-Form Story Generation with GRPO Fine-Tuning CoNLL 2026 CFG-Ctrl: Control-Based Classifier-Free Diffusion Guidance CVPR 2026 CompBench: Benchmarking Complex Instruction-guided Image Editing CVPR 2026 Compositional Steering of Large Language Models with Steering Tokens ACL 2026 Continuous Context Sampling Allows Extending Diversity Boundaries of Large Language Models ACL 2026 ControlAudio: Tackling Text-Guided, Timing-Indicated and Intelligible Audio Generation via Progressive Diffusion Modeling ACL 2026 Coupled Diffusion Sampling for Training-Free Multi-View Image Editing CVPR 2026 Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models CVPR 2026 Diff4TST: Masked Diffusion Language Model for Text Style Transfer ACL 2026 DreamShot: Personalized Storyboard Synthesis with Video Diffusion Prior CVPR 2026 EchoFoley: Event-Centric Hierarchical Control for Video Grounded Creative Sound Generation CVPR 2026 Elastic3D: Controllable Stereo Video Conversion with Guided Latent Decoding CVPR 2026 FineSteer: A Unified Framework for Fine-Grained Inference-Time Steering in Large Language Models ACL 2026 FlashMotion: Few-Step Controllable Video Generation with Trajectory Guidance CVPR 2026 FlowMotion: Training-Free Flow Guidance for Video Motion Transfer CVPR 2026 FlowPortal: Residual-Corrected Flow for Training-Free Video Relighting and Background Replacement CVPR 2026