Diffusion Models

DiffM

Applies diffusion models to generate or enhance visual data. Improves image synthesis, denoising, and super-resolution tasks.

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VideoSSM: Autoregressive Long Video Generation with Hybrid State-Space Memory Yifei Yu Xiaoshan Wu Xinting Hu Tao Hu Yangtian Sun ... Bo Wang Lin Ma Yuewen Ma Zhongrui Wang Xiaojuan Qi DiffM VGen 4 0 0 04 Dec 2025
GuidNoise: Single-Pair Guided Diffusion for Generalized Noise Synthesis Changjin Kim HyeokJun Lee YoungJoon Yoo DiffM 4 0 0 04 Dec 2025
STeP-Diff: Spatio-Temporal Physics-Informed Diffusion Models for Mobile Fine-Grained Pollution Forecasting Nan Zhou Weijie Hong Huandong Wang Jianfeng Zheng Qiuhua Wang Yali Song Xiao-Ping Zhang Yong Li Xinlei Chen DiffM 4 0 0 04 Dec 2025
ShadowDraw: From Any Object to Shadow-Drawing Compositional Art Rundong Luo Noah Snavely Wei-Chiu Ma DiffM 0 0 0 04 Dec 2025
Setting up for failure: automatic discovery of the neural mechanisms of cognitive errors Puria Radmard Paul M. Bays Máté Lengyel DiffM 8 0 0 04 Dec 2025
NeuralRemaster: Phase-Preserving Diffusion for Structure-Aligned Generation Yu Zeng Charles Ochoa Mingyuan Zhou Vishal M. Patel Vitor Guizilini Rowan McAllister DiffM VGen 23 0 0 04 Dec 2025
Autoregressive Image Generation Needs Only a Few Lines of Cached Tokens Ziran Qin Youru Lv Mingbao Lin Zeren Zhang Chanfan Gan Tieyuan Chen Weiyao Lin DiffM VLM 16 0 0 04 Dec 2025
Generative Neural Video Compression via Video Diffusion Prior Qi Mao Hao Cheng Tinghan Yang Libiao Jin Siwei Ma DiffM VGen 8 0 0 04 Dec 2025
Back to Basics: Motion Representation Matters for Human Motion Generation Using Diffusion Model Yuduo Jin Brandon Haworth DiffM VGen 29 0 0 04 Dec 2025
YingMusic-Singer: Zero-shot Singing Voice Synthesis and Editing with Annotation-free Melody Guidance Junjie Zheng Chunbo Hao Guobin Ma Xiaoyu Zhang Gongyu Chen Chaofan Ding Zihao Chen Lei Xie DiffM 4 0 0 04 Dec 2025
M3-TTS: Multi-modal DiT Alignment & Mel-latent for Zero-shot High-fidelity Speech Synthesis Xiaopeng Wang Chunyu Qiang Ruibo Fu Zhengqi Wen Xuefei Liu ... Yuankun Xie Heng Xie Chenxing Li Chen Zhang Changsheng Li DiffM 20 0 0 04 Dec 2025
Rethinking the Use of Vision Transformers for AI-Generated Image Detection NaHyeon Park Kunhee Kim Junsuk Choe Hyunjung Shim DiffM 20 0 0 04 Dec 2025
EgoLCD: Egocentric Video Generation with Long Context Diffusion Liuzhou Zhang Jiarui Ye Yuanlei Wang Ming Zhong Mingju Cao Wanke Xia Bowen Zeng Zeyu Zhang Hao Tang DiffM VGen 4 0 0 04 Dec 2025
UniTS: Unified Time Series Generative Model for Remote Sensing Yuxiang Zhang Shunlin Liang Wenyuan Li Han Ma Jianglei Xu ... Jiangwei Xie Wei Li Mengmeng Zhang Ran Tao Xiang-Gen Xia DiffM AI4TS 4 0 0 04 Dec 2025
Denoise to Track: Harnessing Video Diffusion Priors for Robust Correspondence Tianyu Yuan Yuanbo Yang Lin-Zhuo Chen Yao Yao Zhuzhong Qian DiffM VGen 15 0 0 04 Dec 2025
Refaçade: Editing Object with Given Reference Texture Youze Huang Penghui Ruan Bojia Zi Xianbiao Qi Jianan Wang Rong Xiao DiffM 17 0 0 04 Dec 2025
UnwrapDiff: Conditional Diffusion for Robust InSAR Phase Unwrapping Yijia Song Juliet Biggs Alin Achim Robert Popescu Simon Orrego Nantheera Anantrasirichai DiffM 4 0 0 04 Dec 2025
QoSDiff: An Implicit Topological Embedding Learning Framework Leveraging Denoising Diffusion and Adversarial Attention for Robust QoS Prediction Guanchen Du Jianlong Xu Wei Wei DiffM 4 0 0 04 Dec 2025
Semantics Lead the Way: Harmonizing Semantic and Texture Modeling with Asynchronous Latent Diffusion Yueming Pan Ruoyu Feng Qi Dai Yuqi Wang Wenfeng Lin Mingyu Guo Chong Luo Nanning Zheng DiffM 8 0 0 04 Dec 2025
Deep Forcing: Training-Free Long Video Generation with Deep Sink and Participative Compression Jung Yi Wooseok Jang Paul Hyunbin Cho Jisu Nam Heeji Yoon Seungryong Kim DiffM VGen 5 0 0 04 Dec 2025
BulletTime: Decoupled Control of Time and Camera Pose for Video Generation Yiming Wang Qihang Zhang Shengqu Cai Tong Wu Jan Ackermann Zhengfei Kuang Yang Zheng Frano Rajič Siyu Tang Gordon Wetzstein DiffM VGen 44 0 0 04 Dec 2025
Towards a unified framework for guided diffusion models Yuchen Jiao Yuxin Chen Gen Li DiffM 28 0 0 04 Dec 2025
Order Matters: 3D Shape Generation from Sequential VR Sketches Yizi Chen Sidi Wu Tianyi Xiao Nina Wiedemann Loic Landrieu DiffM 3DV 8 0 0 04 Dec 2025
Principled RL for Diffusion LLMs Emerges from a Sequence-Level Perspective Jingyang Ou Jiaqi Han Minkai Xu Shaoxuan Xu Jianwen Xie Stefano Ermon Yi Wu Chongxuan Li DiffM 4 0 0 03 Dec 2025
GeoVideo: Introducing Geometric Regularization into Video Generation Model Yunpeng Bai Shaoheng Fang Chaohui Yu Fan Wang Qixing Huang DiffM VGen MDE 93 0 0 03 Dec 2025
Bayes-DIC Net: Estimating Digital Image Correlation Uncertainty with Bayesian Neural Networks Biao Chen Zhenhua Lei Yahui Zhang Tongzhi Niu DiffM BDL 64 0 0 03 Dec 2025
MVRoom: Controllable 3D Indoor Scene Generation with Multi-View Diffusion Models Shaoheng Fang Chaohui Yu Fan Wang Qixing Huang DiffM 4 0 0 03 Dec 2025
HalluGen: Synthesizing Realistic and Controllable Hallucinations for Evaluating Image Restoration Seunghoi Kim Henry F. J. Tregidgo Chen Jin Matteo Figini Daniel C. Alexander DiffM HILM 4 0 0 03 Dec 2025
MoReGen: Multi-Agent Motion-Reasoning Engine for Code-based Text-to-Video Synthesis Xiangyu Bai He Liang Bishoy Galoaa Utsav Nandi Shayda Moezzi Yuhang He Sarah Ostadabbas DiffM VGen 52 0 0 03 Dec 2025
MAGE-ID: A Multimodal Generative Framework for Intrusion Detection Systems Mahdi Arab Loodaricheh Mohammad Hossein Manshaei Anita Raja DiffM 8 0 0 03 Dec 2025
Zero-Shot Video Translation and Editing with Frame Spatial-Temporal Correspondence Shuai Yang Junxin Lin Yifan Zhou Ziwei Liu Chen Change Loy DiffM VGen 4 0 0 03 Dec 2025
GalaxyDiT: Efficient Video Generation with Guidance Alignment and Adaptive Proxy in Diffusion Transformers Zhiye Song Steve Dai Ben Keller Brucek Khailany DiffM VGen 9 0 0 03 Dec 2025
DirectDrag: High-Fidelity, Mask-Free, Prompt-Free Drag-based Image Editing via Readout-Guided Feature Alignment Sheng-Hao Liao Shang-Fu Chen Tai-Ming Huang Wen-Huang Cheng Kai-Lung Hua DiffM 18 0 0 03 Dec 2025
Global-Local Aware Scene Text EditingIEEE International Conference on Multimedia and Expo (ICME), 2025 Fuxiang Yang Tonghua Su Donglin Di Yin Chen Xiangqian Wu Zhongjie Wang Lei Fan DiffM 30 0 0 03 Dec 2025
Highly Efficient Test-Time Scaling for T2I Diffusion Models with Text Embedding Perturbation Hang Xu Linjiang Huang Feng Zhao DiffM 16 0 0 03 Dec 2025
Text-Printed Image: Bridging the Image-Text Modality Gap for Text-centric Training of Large Vision-Language Models Shojiro Yamabe Futa Waseda Daiki Shiono Tsubasa Takahashi DiffM MLLM VLM 29 0 0 03 Dec 2025
BlurDM: A Blur Diffusion Model for Image Deblurring Jin-Ting He Fu-Jen Tsai Yan-Tsung Peng Min-Hung Chen Chia-Wen Lin Yen-Yu Lin DiffM 4 0 0 03 Dec 2025
KeyPointDiffuser: Unsupervised 3D Keypoint Learning via Latent Diffusion Models Rhys Newbury Juyan Zhang Tin Tran Hanna Kurniawati Dana Kulić DiffM 12 0 0 03 Dec 2025
CookAnything: A Framework for Flexible and Consistent Multi-Step Recipe Image Generation Ruoxuan Zhang Bin Wen Hongxia Xie Yi Yao Songhan Zuo Jian-Yu Jiang-Lin Hong-Han Shuai Wen-Huang Cheng DiffM 7 0 0 03 Dec 2025
GAOT: Generating Articulated Objects Through Text-Guided Diffusion Models Hao Sun Lei Fan Donglin Di Shaohui Liu DiffM 4 0 0 03 Dec 2025
Distill, Forget, Repeat: A Framework for Continual Unlearning in Text-to-Image Diffusion Models Naveen George Naoki Murata Yuhta Takida Konda Reddy Mopuri Yuki Mitsufuji DiffM MU 167 0 0 02 Dec 2025
PixPerfect: Seamless Latent Diffusion Local Editing with Discriminative Pixel-Space Refinement Haitian Zheng Yuan Yao Yongsheng Yu Yuqian Zhou Jiebo Luo Zhe Lin DiffM 4 0 0 02 Dec 2025
In-Context Sync-LoRA for Portrait Video Editing Sagi Polaczek Or Patashnik Ali Mahdavi-Amiri Daniel Cohen-Or DiffM VGen 4 0 0 02 Dec 2025
MagicQuillV2: Precise and Interactive Image Editing with Layered Visual Cues Zichen Liu Yue Yu Hao Ouyang Qiuyu Wang Shuailei Ma ... Yanhong Zeng Yixuan Li Xing Zhu Yujun Shen Qifeng Chen DiffM 4 0 0 02 Dec 2025
Iterative Tilting for Diffusion Fine-Tuning Jean Pachebat Giovanni Conforti Alain Durmus Yazid Janati DiffM 24 0 0 02 Dec 2025
From Navigation to Refinement: Revealing the Two-Stage Nature of Flow-based Diffusion Models through Oracle Velocity Haoming Liu Jinnuo Liu Yanhao Li Liuyang Bai Yunkai Ji Yuanhe Guo Shenji Wan Hongyi Wen DiffM 4 0 0 02 Dec 2025
Co-speech Gesture Video Generation via Motion-Based Graph Retrieval Yafei Song Peng Zhang Bang Zhang DiffM SLR 128 0 0 02 Dec 2025
YingVideo-MV: Music-Driven Multi-Stage Video Generation Jiahui Chen Weida Wang Runhua Shi Huan Yang Chaofan Ding Zihao Chen DiffM VGen 45 0 0 02 Dec 2025
Video Diffusion Models Excel at Tracking Similar-Looking Objects Without Supervision Chenshuang Zhang Kang Zhang Joon Son Chung In So Kweon Junmo Kim Chengzhi Mao DiffM 96 0 0 02 Dec 2025
2-Shots in the Dark: Low-Light Denoising with Minimal Data Acquisition Liying Lu Raphaël Achddou Sabine Süsstrunk DiffM 0 0 0 02 Dec 2025

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