Diffusion Models

MaskDiff: Modeling Mask Distribution with Diffusion Probabilistic Model for Few-Shot Instance Segmentation AAAI 2024 Masked Completion via Structured Diffusion with White-Box Transformers ICLR 2024 MaskFactory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation NeurIPS 2024 MaskINT: Video Editing via Interpolative Non-autoregressive Masked Transformers CVPR 2024 MAS: Multi-view Ancestral Sampling for 3D Motion Generation Using 2D Diffusion CVPR 2024 Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models AAAI 2024 Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs ICML 2024 MatFuse: Controllable Material Generation with Diffusion Models CVPR 2024 Matryoshka Diffusion Models ICLR 2024 MC-DiT: Contextual Enhancement via Clean-to-Clean Reconstruction for Masked Diffusion Models NeurIPS 2024 MCM: Multi-condition Motion Synthesis Framework IJCAI 2024 MDFL: Multi-Domain Diffusion-Driven Feature Learning AAAI 2024 Mean-field Chaos Diffusion Models ICML 2024 Medical diffusion on a budget: Textual Inversion for medical image generation MIDL 2024 MedM2G: Unifying Medical Multi-Modal Generation via Cross-Guided Diffusion with Visual Invariant CVPR 2024 MeDM: Mediating Image Diffusion Models for Video-to-Video Translation with Temporal Correspondence Guidance AAAI 2024 MedSegDiff-V2: Diffusion-Based Medical Image Segmentation with Transformer AAAI 2024 MeLFusion: Synthesizing Music from Image and Language Cues using Diffusion Models CVPR 2024 Membership Inference Attacks on Diffusion Models via Quantile Regression ICML 2024 Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy NeurIPS 2024 Memory-Consistent Neural Networks for Imitation Learning ICLR 2024 Merging and Splitting Diffusion Paths for Semantically Coherent Panoramas ECCV 2024 MeshFormer : High-Quality Mesh Generation with 3D-Guided Reconstruction Model NeurIPS 2024 MetaCloak: Preventing Unauthorized Subject-driven Text-to-image Diffusion-based Synthesis via Meta-learning CVPR 2024 MetaDiff: Meta-Learning with Conditional Diffusion for Few-Shot Learning AAAI 2024