controllable generation

PhyCo: Learning Controllable Physical Priors for Generative Motion CVPR 2026 ProPhy: Progressive Physical Alignment for Dynamic World Simulation CVPR 2026 ReciFine: Finely Annotated Recipe Dataset for Controllable Recipe Generation EACL 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 Derivative Flow: Graph-Guided Diffusion for Controllable Instance Interactions CVPR 2026 ShotDirector: Directorially Controllable Multi-Shot Video Generation with Cinematographic Transitions CVPR 2026 SIGMA: Selective-Interleaved Generation with Multi-Attribute Tokens CVPR 2026 TherA: Thermal-Aware Visual-Language Prompting for Controllable RGB-to-Thermal Infrared Translation CVPR 2026 Toward Beginner-Friendly LLMs for Language Learning: Controlling Difficulty in Conversation EACL 2026 UniCoRN: Latent Diffusion-based Unified Controllable Image Restoration Network across Multiple Degradations WACV 2026 X-Part: High Fidelity And Structure Coherent Shape Decomposition And Completion CVPR 2026 XtraGPT: Context-Aware and Controllable Academic Paper Revision via Human-AI Collaboration ACL 2026 Bi-Tuning with Collaborative Information for Controllable LLM-based Sequential Recommendation ACL 2025 CAGE: Unsupervised Visual Composition and Animation for Controllable Video Generation AAAI 2025 Causal Composition Diffusion Model for Closed-loop Traffic Generation CVPR 2025 ChatSOP: An SOP-Guided MCTS Planning Framework for Controllable LLM Dialogue Agents ACL 2025 Concept Bottleneck Language Models For Protein Design ICLR 2025 Conditional [MASK] Discrete Diffusion Language Model EMNLP 2025 Controllable 3D Dance Generation Using Diffusion-Based Transformer U-Net AAAI 2025 Controllable Data Generation with Hierarchical Neural Representations ICML 2025 Controllable Human Image Generation with Personalized Multi-Garments CVPR 2025 Controllable Weather Synthesis and Removal with Video Diffusion Models ICCV 2025 Controlled Generation for Private Synthetic Text EMNLP 2025 Co-Painter: Fine-Grained Controllable Image Stylization via Implicit Decoupling and Adaptive Injection ICCV 2025