controllable generation

Cross-Lingual Sentence Compression for Length-Constrained Subtitles in Low-Resource Settings COLING 2025 CSL-L2M: Controllable Song-Level Lyric-to-Melody Generation Based on Conditional Transformer with Fine-Grained Lyric and Musical Controls AAAI 2025 CtrLoRA: An Extensible and Efficient Framework for Controllable Image Generation ICLR 2025 DataGen: Unified Synthetic Dataset Generation via Large Language Models ICLR 2025 DiffStyleTTS: Diffusion-based Hierarchical Prosody Modeling for Text-to-Speech with Diverse and Controllable Styles COLING 2025 Drift: Enhancing LLM Faithfulness in Rationale Generation via Dual-Reward Probabilistic Inference ACL 2025 Dual Recursive Feedback on Generation and Appearance Latents for Pose-Robust Text-to-Image Diffusion ICCV 2025 ECO Decoding: Entropy-Based Control for Controllability and Fluency in Controllable Dialogue Generation EMNLP 2025 EdiText: Controllable Coarse-to-Fine Text Editing with Diffusion Language Models ACL 2025 Eliciting Implicit Acoustic Styles from Open-domain Instructions to Facilitate Fine-grained Controllable Generation of Speech EMNLP 2025 Fine-Grained Controllable Video Generation via Object Appearance and Context WACV 2025 Generating Commonsense Reasoning Questions with Controllable Complexity through Multi-step Structural Composition COLING 2025 HumT DumT: Measuring and controlling human-like language in LLMs ACL 2025 JEN-1 Composer: A Unified Framework for High-Fidelity Multi-Track Music Generation AAAI 2025 LiON-LoRA: Rethinking LoRA Fusion to Unify Controllable Spatial and Temporal Generation for Video Diffusion ICCV 2025 MaRS: A Fast Sampler for Mean Reverting Diffusion based on ODE and SDE Solvers ICLR 2025 MedDelinea: Scalable and Efficient Medical Image Segmentation via Controllable Diffusion Transformers MIDL 2025 Muses: 3D-Controllable Image Generation via Multi-Modal Agent Collaboration AAAI 2025 PerLDiff: Controllable Street View Synthesis Using Perspective-Layout Diffusion Model ICCV 2025 Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion ICLR 2025 PUMA: Empowering Unified MLLM with Multi-granular Visual Generation ICCV 2025 Sentence Smith: Controllable Edits for Evaluating Text Embeddings EMNLP 2025 Simple Guidance Mechanisms for Discrete Diffusion Models ICLR 2025 Simplifying Control Mechanism in Text-to-Image Diffusion Models AAAI 2025 Skip-and-Play: Depth-Driven Pose-Preserved Image Generation for Any Objects WACV 2025