Diffusion Models

TopicDiff: A Topic-enriched Diffusion Approach for Multimodal Conversational Emotion Detection COLING 2024 To smooth a cloud or to pin it down: Expressiveness guarantees and insights on score matching in denoising diffusion models UAI 2024 TOSS: High-quality Text-guided Novel View Synthesis from a Single Image ICLR 2024 Total Selfie: Generating Full-Body Selfies CVPR 2024 Toward effective protection against diffusion-based mimicry through score distillation ICLR 2024 Toward General Object-level Mapping from Sparse Views with 3D Diffusion Priors CoRL 2024 Towards Accurate Post-training Quantization for Diffusion Models CVPR 2024 Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints ICLR 2024 Towards a Simultaneous and Granular Identity-Expression Control in Personalized Face Generation CVPR 2024 Towards Automated Chinese Ancient Character Restoration: A Diffusion-Based Method with a New Dataset AAAI 2024 Towards Detailed Text-to-Motion Synthesis via Basic-to-Advanced Hierarchical Diffusion Model AAAI 2024 Towards Editing Time Series NeurIPS 2024 Towards Effective Usage of Human-Centric Priors in Diffusion Models for Text-based Human Image Generation CVPR 2024 Towards Efficient Diffusion-Based Image Editing with Instant Attention Masks AAAI 2024 Towards Generalizable Tumor Synthesis CVPR 2024 Towards Highly Realistic Artistic Style Transfer via Stable Diffusion with Step-aware and Layer-aware Prompt IJCAI 2024 Towards image compression with perfect realism at ultra-low bitrates ICLR 2024 Towards Language-Driven Video Inpainting via Multimodal Large Language Models CVPR 2024 Towards Memorization-Free Diffusion Models CVPR 2024 Towards More Accurate Diffusion Model Acceleration with A Timestep Tuner CVPR 2024 Towards More Realistic Membership Inference Attacks on Large Diffusion Models WACV 2024 Towards Non-Asymptotic Convergence for Diffusion-Based Generative Models ICLR 2024 Towards Realistic Scene Generation with LiDAR Diffusion Models CVPR 2024 Towards Safe Concept Transfer of Multi-Modal Diffusion via Causal Representation Editing NeurIPS 2024 Towards Theoretical Understandings of Self-Consuming Generative Models ICML 2024