Image Generation

DreamCatcher: Efficient Multi-Concept Customization via Representation Finetuning WACV 2026 DreamingComics: A Story Visualization Pipeline via Subject and Layout Customized Generation using Video Models CVPR 2026 DreamOmni2: Multimodal Instruction-based Generation and Editing CVPR 2026 DreamShot: Personalized Storyboard Synthesis with Video Diffusion Prior CVPR 2026 DRiffusion: Draft-and-Refine Process Parallelizes Diffusion Models with Ease CVPR 2026 DrivePTS: A Progressive Learning Framework with Textual and Structural Enhancement for Driving Scene Generation CVPR 2026 Dual-Seed Evolutionary Algorithm for Noise Optimization in Diffusion Models AAAI 2026 DuetSVG: Unified Multimodal SVG Generation with Internal Visual Guidance CVPR 2026 DuoGen: Towards Autonomous Interleaved Multimodal Generation CVPR 2026 Dynamic-Static Decomposition for Novel View Synthesis of Dynamic Scenes with Spiking Neurons CVPR 2026 DynFusion: Rethinking Condition Fusion for Adaptive Multi-Conditional Text-to-Image Generation CVPR 2026 EasyText: Controllable Diffusion Transformer for Multilingual Text Rendering AAAI 2026 EchoGen: Cycle-Consistent Learning for Unified Layout-Image Generation and Understanding AAAI 2026 E-comIQ-ZH: A Human-Aligned Dataset and Benchmark for Fine-Grained Evaluation of E-commerce Posters with Chain-of-Thought CVPR 2026 Edge-Aware Image Manipulation via Diffusion Models with a Novel Structure-Preservation Loss WACV 2026 EditMGT: Unleashing Potentials of Masked Generative Transformers in Image Editing CVPR 2026 Efficient and Training-Free Single-Image Diffusion Models CVPR 2026 Efficient Text-Guided Convolutional Adapter for the Diffusion Model WACV 2026 EMMA: Concept Erasure Benchmark with Comprehensive Semantic Metrics and Diverse Categories CVPR 2026 EmojiDiff: Advanced Facial Expression Control with High Identity Preservation in Portrait Generation WACV 2026 Emotion-Conditioned Motion Sub-spaces with Flow Matching for Real-Time Audio-Driven Talking Heads AAAI 2026 Empowering Sparse-Input Neural Radiance Fields with Dual-Level Semantic Guidance from Dense Novel Views AAAI 2026 Enhancing Object Detection Training via Joint Image-Annotation Generation WACV 2026 Enhancing Spatial Understanding in Image Generation via Reward Modeling CVPR 2026 Erasing Thousands of Concepts: Towards Scalable and Practical Concept Erasure for Text-to-Image Diffusion Models CVPR 2026