Image Generation

TIDE: Temporal-Aware Sparse Autoencoders for Interpretable Diffusion Transformers in Image Generation AAAI 2026 TokenLight: Precise Lighting Control in Images using Attribute Tokens CVPR 2026 TokenTrace: Multi-Concept Attribution through Watermarked Token Recovery CVPR 2026 Too Vivid to Be Real? Benchmarking and Calibrating Generative Color Fidelity CVPR 2026 Toward Diffusible High-Dimensional Latent Spaces: A Frequency Perspective CVPR 2026 Toward Early Quality Assessment of Text-to-Image Diffusion Models CVPR 2026 Towards Fine-Grained Attribution: Instance-Aware Preference Optimization for Aligning Diffusion Models CVPR 2026 Towards High-Fidelity 3D Portrait Generation with Rich Details by Cross-View Prior-Aware Diffusion AAAI 2026 Towards High-Fidelity, Identity-Preserving Real-Time Makeup Transfer: Decoupling Style Generation WACV 2026 Towards High-resolution and Disentangled Reference-based Sketch Colorization CVPR 2026 Towards Human-Imperceptible Backdoor Attacks on Text-to-Image Diffusion Models CVPR 2026 Towards Human-Like Robot Handwriting via Contour-Aware Generation CVPR 2026 Towards Photorealistic Style Transfer with Multimodal Guidance and Robustness to Content Images in Arbitrary Styles WACV 2026 Towards Spatially Consistent Image Generation: On Incorporating Intrinsic Scene Properties into Diffusion Models AAAI 2026 Training-free Mixed-Resolution Latent Upsampling for Spatially Accelerated Diffusion Transformers CVPR 2026 Training-free, Perceptually Consistent Low-Resolution Previews with High-Resolution Image for Efficient Workflows of Diffusion Models CVPR 2026 Transition Models: Rethinking the Generative Learning Objective CVPR 2026 UltraFlux: Data-Model Co-Design for High-quality Native 4K Text-to-Image Generation across Diverse Aspect Ratios CVPR 2026 UltraG-Ray: Physics-Based Gaussian Ray Casting for Novel Ultrasound View Synthesis MIDL 2026 Unconditional Priors Matter! Improving Conditional Generation of Fine-Tuned Diffusion Models WACV 2026 UnGuide: Learning to Forget with LoRA-Guided Diffusion Models UAI 2026 UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision ACL 2026 Uni-DAD: Unified Distillation and Adaptation of Diffusion Models for Few-step Few-shot Image Generation CVPR 2026 Unified Customized Generation by Disentangled Reward Modeling CVPR 2026 UniGenDet: A Unified Generative-Discriminative Framework for Co-Evolutionary Image Generation and Generated Image Detection CVPR 2026