图像生成

FiT: Flexible Vision Transformer for Diffusion Model

Zeyu Lu, Zidong Wang, Di Huang, Chengyue Wu, Xihui Liu, Wanli Ouyang, Lei Bai

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Boosting Camera Motion Control for Video Diffusion Transformers

Soon Yau Cheong, Duygu Ceylan, Armin Mustafa, Andrew Gilbert, Chun-Hao Paul Huang

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Adaptive Diffusion Terrain Generator for Autonomous Uneven Terrain Navigation

Youwei Yu, Junhong Xu, Lantao Liu

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

DOME: Taming Diffusion Model into High-Fidelity Controllable Occupancy World Model

Songen Gu, Wei Yin, Bu Jin, Xiaoyang Guo, Junming Wang, Haodong Li, Qian Zhang, Xiaoxiao Long

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments Please visit our project page at https://gusongen.github.io/DOME

Detecting Unforeseen Data Properties with Diffusion Autoencoder Embeddings using Spine MRI data

Robert Graf, Florian Hunecke, Soeren Pohl, Matan Atad, Hendrik Moeller, Sophie Starck, Thomas Kroencke, Stefanie Bette, Fabian Bamberg, Tobias Pischon, Thoralf Niendorf, Carsten Schmidt, Johannes C. Paetzold, Daniel Rueckert, Jan S Kirschke

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments This paper was accepted in the "Workshop on Interpretability of Machine Intelligence in Medical Image Computing" (iMIMIC) at MICCAI 2024

Identity-Focused Inference and Extraction Attacks on Diffusion Models

Jayneel Vora, Aditya Krishnan, Nader Bouacida, Prabhu RV Shankar, Prasant Mohapatra

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments 5 figures, 3 tables,12 pages main body content

The Ingredients for Robotic Diffusion Transformers

Sudeep Dasari, Oier Mees, Sebastian Zhao, Mohan Kumar Srirama, Sergey Levine

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

DINTR: Tracking via Diffusion-based Interpolation

Pha Nguyen, Ngan Le, Jackson Cothren, Alper Yilmaz, Khoa Luu

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments Accepted at NeurIPS 2024

Extracting Training Data from Unconditional Diffusion Models

Yunhao Chen, Xingjun Ma, Difan Zou, Yu-Gang Jiang

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments This is an old version of arXiv:2410.02467. Please refer to the new version

Unraveling the Smoothness Properties of Diffusion Models: A Gaussian Mixture Perspective

Yingyu Liang, Zhenmei Shi, Zhao Song, Yufa Zhou

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy

Hancheng Ye, Jiakang Yuan, Renqiu Xia, Xiangchao Yan, Tao Chen, Junchi Yan, Botian Shi, Bo Zhang

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments Accepted by NeurIPS 2024, Homepage: https://jiakangyuan.github.io/AdaptiveDiffusion-project-page/ The code is available at https://github.com/UniModal4Reasoning/AdaptiveDiffusion

EBDM: Exemplar-guided Image Translation with Brownian-bridge Diffusion Models

Eungbean Lee, Somi Jeong, Kwanghoon Sohn

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments ECCV 2024

DiffuTraj: A Stochastic Vessel Trajectory Prediction Approach via Guided Diffusion Process

Changlin Li, Yanglei Gan, Tian Lan, Yuxiang Cai, Xueyi Liu, Run Lin, Qiao Liu

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments containing 14pages, 9 figures and 3 tables; Submitted to IEEE Transactions on Intelligent Transportation Systems on 17-June-2024

CrackSegDiff: Diffusion Probability Model-based Multi-modal Crack Segmentation

Xiaoyan Jiang, Licheng Jiang, Anjie Wang, Kaiying Zhu, Yongbin Gao

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

DiMSam: Diffusion Models as Samplers for Task and Motion Planning under Partial Observability

Xiaolin Fang, Caelan Reed Garrett, Clemens Eppner, Tomás Lozano-Pérez, Leslie Pack Kaelbling, Dieter Fox

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

E-Motion: Future Motion Simulation via Event Sequence Diffusion

Song Wu, Zhiyu Zhu, Junhui Hou, Guangming Shi, Jinjian Wu

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments NeurIPS 2024

Rectified Diffusion: Straightness Is Not Your Need in Rectified Flow

Fu-Yun Wang, Ling Yang, Zhaoyang Huang, Mengdi Wang, Hongsheng Li

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Artistic Intelligence: A Diffusion-Based Framework for High-Fidelity Landscape Painting Synthesis

Wanggong Yang, Yifei Zhao

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

How Diffusion Models Learn to Factorize and Compose

Qiyao Liang, Ziming Liu, Mitchell Ostrow, Ila Fiete

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments 11 pages, 6 figures, plus appendix, some content overlap with arXiv:2402.03305

Journal ref Advances in Neural Information Processing Systems 2024

SurgicaL-CD: Generating Surgical Images via Unpaired Image Translation with Latent Consistency Diffusion Models

Danush Kumar Venkatesh, Dominik Rivoir, Micha Pfeiffer, Stefanie Speidel

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments Accepted at ECCV workshop on Synthetic Data for ComputerVision

Perturbing Attention Gives You More Bang for the Buck: Subtle Imaging Perturbations That Efficiently Fool Customized Diffusion Models

Jingyao Xu, Yuetong Lu, Yandong Li, Siyang Lu, Dongdong Wang, Xiang Wei

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments Published at CVPR 2024, code:https://github.com/CO2-cityao/CAAT

LADIMO: Face Morph Generation through Biometric Template Inversion with Latent Diffusion

Marcel Grimmer, Christoph Busch

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Lossy Image Compression with Foundation Diffusion Models

Lucas Relic, Roberto Azevedo, Markus Gross, Christopher Schroers

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments Presented at ECCV 2024. This version of the contribution has been accepted for publication, after peer review (when applicable) but is not the Version of Record and does not reflect post-acceptance improvements, or any corrections. The Version of Record is available online at: https://doi.org/10.1007/978-3-031-73030-6_17

Learning an Actionable Discrete Diffusion Policy via Large-Scale Actionless Video Pre-Training

Haoran He, Chenjia Bai, Ling Pan, Weinan Zhang, Bin Zhao, Xuelong Li

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments Accepted by NeurIPS 2024. 24 pages

Toward General Object-level Mapping from Sparse Views with 3D Diffusion Priors

Ziwei Liao, Binbin Xu, Steven L. Waslander

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments Accepted by CoRL 2024

DiffuseReg: Denoising Diffusion Model for Obtaining Deformation Fields in Unsupervised Deformable Image Registration

Yongtai Zhuo, Yiqing Shen

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments MICCAI 2024, W-AM-067, https://github.com/YutaZhuo/DiffuseReg

ACDC: Autoregressive Coherent Multimodal Generation using Diffusion Correction

Hyungjin Chung, Dohun Lee, Jong Chul Ye

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments 25 pages, 10 figures. Project page: https://acdc2025.github.io/

AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation

Dewei Hu, Hao Li, Han Liu, Jiacheng Wang, Xing Yao, Daiwei Lu, Ipek Oguz

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion

Ke Sun, Shen Chen, Taiping Yao, Hong Liu, Xiaoshuai Sun, Shouhong Ding, Rongrong Ji

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments Accepted by NeurIPS 2024

ColorwAI: Generative Colorways of Textiles through GAN and Diffusion Disentanglement

Ludovica Schaerf, Andrea Alfarano, Eric Postma

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments Accepted to ECCV 2024 VISART workshop, oral presentation