compositional generation

Bringing Real-World Relations into Video Generation with Graph-Structured Knowledge ACL 2026 From Global to Factor-Wise Expert Composition in Discrete Diffusion Models UAI 2026 GENMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration AAAI 2026 HiCoGen: Hierarchical Compositional Text-to-Image Generation in Diffusion Models via Reinforcement Learning CVPR 2026 Hidden Dangers of Compositional Generation: Diagnosing Semantic Safety Failures in Text-to-Image Models CVPR 2026 Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization CVPR 2026 On the Emergence and Test-Time Use of Structural Information in Large Language Models ACL 2026 SIGMA: Selective-Interleaved Generation with Multi-Attribute Tokens CVPR 2026 Synthesizing Compositional Videos from Text Description WACV 2026 Synthetic Curriculum Reinforces Compositional Text-to-Image Generation CVPR 2026 BlobGEN-Vid: Compositional Text-to-Video Generation with Blob Video Representations CVPR 2025 CompGS: Unleashing 2D Compositionality for Compositional Text-to-3D via Dynamically Optimizing 3D Gaussians CVPR 2025 EnergyMoGen: Compositional Human Motion Generation with Energy-Based Diffusion Model in Latent Space CVPR 2025 Enhancing Compositional Text-to-Image Generation with Reliable Random Seeds ICLR 2025 FlexDataset: Crafting Annotated Dataset Generation for Diverse Applications AAAI 2025 GLASS: Guided Latent Slot Diffusion for Object-Centric Learning CVPR 2025 Improving Compositional Generation with Diffusion Models Using Lift Scores ICML 2025 Multi-Object Sketch Animation by Scene Decomposition and Motion Planning ICCV 2025 RAGD: Regional-Aware Diffusion Model for Text-to-Image Generation ICCV 2025 REPARO: Compositional 3D Assets Generation with Differentiable 3D Layout Alignment ICCV 2025 SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation CVPR 2025 Slot-Guided Adaptation of Pre-trained Diffusion Models for Object-Centric Learning and Compositional Generation ICLR 2025 T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation CVPR 2025 VSC: Visual Search Compositional Text-to-Image Diffusion Model ICCV 2025 Absorb & Escape: Overcoming Single Model Limitations in Generating Heterogeneous Genomic Sequences NeurIPS 2024