Diffusion Models

DiffM

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

Neighbor communities

51015

Featured Papers

0 / 0 papers shown

Title

All papers

50 / 11,983 papers shown

Title
Geometric Disentanglement of Text Embeddings for Subject-Consistent Text-to-Image Generation using A Single Prompt Shangxun Li Youngjung Uh DiffM 0 0 0 18 Dec 2025
DeContext as Defense: Safe Image Editing in Diffusion Transformers Linghui Shen Mingyue Cui Xingyi Yang DiffM 0 0 0 18 Dec 2025
Alchemist: Unlocking Efficiency in Text-to-Image Model Training via Meta-Gradient Data Selection Kaixin Ding Yang Zhou Xi Chen Miao Yang Jiarong Ou Rui Chen Xin Tao Hengshuang Zhao DiffM 12 0 0 18 Dec 2025
InfoDCL: Informative Noise Enhanced Diffusion Based Contrastive Learning Xufeng Liang Zhida Qin Chong Zhang Tianyu Huang Gangyi Ding DiffM 8 0 0 18 Dec 2025
REGLUE Your Latents with Global and Local Semantics for Entangled Diffusion Giorgos Petsangourakis Christos Sgouropoulos Bill Psomas Theodoros Giannakopoulos Giorgos Sfikas Ioannis Kakogeorgiou DiffM 16 0 0 18 Dec 2025
GMODiff: One-Step Gain Map Refinement with Diffusion Priors for HDR Reconstruction Tao Hu Weiyu Zhou Yanjie Tu Peng Wu Wei Dong Qingsen Yan Yanning Zhang DiffM 4 0 0 18 Dec 2025
EasyV2V: A High-quality Instruction-based Video Editing Framework Jinjie Mai Chaoyang Wang Guocheng Gordon Qian Willi Menapace Sergey Tulyakov Bernard Ghanem Peter Wonka Ashkan Mirzaei DiffM VGen 16 0 0 18 Dec 2025
Generative Refocusing: Flexible Defocus Control from a Single Image Chun-Wei Tuan Mu Jia-Bin Huang Yu-Lun Liu DiffM 8 0 0 18 Dec 2025
Task-Oriented Data Synthesis and Control-Rectify Sampling for Remote Sensing Semantic Segmentation Yunkai Yang Yudong Zhang Kunquan Zhang Jinxiao Zhang Xinying Chen Haohuan Fu Runmin Dong DiffM 0 0 0 18 Dec 2025
Yuan-TecSwin: A text conditioned Diffusion model with Swin-transformer blocks Shaohua Wu Tong Yu Shenling Wang Xudong Zhao DiffM 0 0 0 18 Dec 2025
FrameDiffuser: G-Buffer-Conditioned Diffusion for Neural Forward Frame Rendering Ole Beisswenger Jan-Niklas Dihlmann Hendrik P.A. Lensch DiffM 0 0 0 18 Dec 2025
Factorized Video Generation: Decoupling Scene Construction and Temporal Synthesis in Text-to-Video Diffusion Models Mariam Hassan Bastien Van Delft Wuyang Li Alexandre Alahi DiffM VGen 17 0 0 18 Dec 2025
Learning High-Quality Initial Noise for Single-View Synthesis with Diffusion Models Zhihao Zhang Xuejun Yang Weihua Liu Mouquan Shen DiffM 16 0 0 18 Dec 2025
Prime and Reach: Synthesising Body Motion for Gaze-Primed Object Reach Masashi Hatano Saptarshi Sinha Jacob Chalk Wei-Hong Li Hideo Saito Dima Damen DiffM 4 0 0 18 Dec 2025
Generative Preprocessing for Image Compression with Pre-trained Diffusion Models Mengxi Guo Shijie Zhao Junlin Li Li Zhang DiffM 20 0 0 17 Dec 2025
Softly Constrained Denoisers for Diffusion Models Victor M. Yeom Song Severi Rissanen Arno Solin Samuel Kaski Mingfei Sun DiffM 20 0 0 17 Dec 2025
SoFlow: Solution Flow Models for One-Step Generative Modeling Tianze Luo Haotian Yuan Zhuang Liu DiffM 16 0 0 17 Dec 2025
IC-Effect: Precise and Efficient Video Effects Editing via In-Context Learning Yuanhang Li Yiren Song Junzhe Bai Xinran Liang Hu Yang Libiao Jin Qi Mao DiffM VGen 34 0 0 17 Dec 2025
GRAN-TED: Generating Robust, Aligned, and Nuanced Text Embedding for Diffusion Models Bozhou Li Sihan Yang Yushuo Guan Ruichuan An Xinlong Chen Yang Shi Pengfei Wan Wentao Zhang Yuanxing zhang DiffM VGen 24 0 0 17 Dec 2025
End-to-End Training for Autoregressive Video Diffusion via Self-Resampling Yuwei Guo Ceyuan Yang Hao He Yang Zhao Meng Wei Zhenheng Yang Weilin Huang Dahua Lin DiffM VGen 24 0 0 17 Dec 2025
DeX-Portrait: Disentangled and Expressive Portrait Animation via Explicit and Latent Motion Representations Yuxiang Shi Zhe Li Yanwen Wang Hao Zhu Xun Cao Ligang Liu DiffM VGen CoGe 26 0 0 17 Dec 2025
Qwen-Image-Layered: Towards Inherent Editability via Layer Decomposition Shengming Yin Zekai Zhang Zecheng Tang Kaiyuan Gao Xiao Xu ... Heung-Yeung Shum Lionel M. Ni Jingren Zhou Junyang Lin Chenfei Wu DiffM 80 0 0 17 Dec 2025
PMMD: A pose-guided multi-view multi-modal diffusion for person generation Ziyu Shang Haoran Liu Rongchao Zhang Zhiqian Wei Tongtong Feng DiffM 16 0 0 17 Dec 2025
Borrowing from anything: A generalizable framework for reference-guided instance editing Shengxiao Zhou Chenghua Li Jianhao Huang Qinghao Hu Yifan Zhang DiffM 16 0 0 17 Dec 2025
SynthSeg-Agents: Multi-Agent Synthetic Data Generation for Zero-Shot Weakly Supervised Semantic Segmentation Wangyu Wu Zhenhong Chen Xiaowei Huang Fei Ma Jimin Xiao DiffM VLM 54 0 0 17 Dec 2025
ViewMask-1-to-3: Multi-View Consistent Image Generation via Multimodal Diffusion Models Ruishu Zhu Zhihao Huang Jiacheng Sun Ping Luo Hongyuan Zhang Xuelong Li DiffM 24 0 0 16 Dec 2025
Physically consistent model learning for reaction-diffusion systems Erion Morina Martin Holler DiffM AI4CE 28 0 0 16 Dec 2025
AnchorHOI: Zero-shot Generation of 4D Human-Object Interaction via Anchor-based Prior Distillation Sisi Dai Kai Xu DiffM VGen 32 0 0 16 Dec 2025
Random-Bridges as Stochastic Transports for Generative Models Stefano Goria Levent A. Mengütürk Murat C. Mengütürk Berkan Sesen DiffM OT 151 0 0 16 Dec 2025
SketchAssist: A Practical Assistant for Semantic Edits and Precise Local Redrawing Han Zou Yan Zhang Ruiqi Yu Cong Xie Jie Huang Zhenpeng Zhan DiffM 4 0 0 16 Dec 2025
TalkVerse: Democratizing Minute-Long Audio-Driven Video Generation Zhenzhi Wang Jian Wang Ke Ma Dahua Lin Bing Zhou DiffM VGen 100 0 0 16 Dec 2025
Dual Language Models: Balancing Training Efficiency and Overfitting Resilience David Samuel Lucas Georges Gabriel Charpentier DiffM 18 0 0 16 Dec 2025
The Devil is in Attention Sharing: Improving Complex Non-rigid Image Editing Faithfulness via Attention Synergy Zhuo Chen Fanyue Wei Runze Xu Jingjing Li Lixin Duan Angela Yao Wen Li DiffM 56 0 0 16 Dec 2025
FacEDiT: Unified Talking Face Editing and Generation via Facial Motion Infilling Kim Sung-Bin Joohyun Chang David Harwath Tae-Hyun Oh DiffM 28 0 0 16 Dec 2025
Bridging Fidelity-Reality with Controllable One-Step Diffusion for Image Super-Resolution Hao Chen Junyang Chen Jinshan Pan Jiangxin Dong DiffM 24 0 0 16 Dec 2025
Dual Attention Guided Defense Against Malicious Edits Jie Zhang Shuai Dong Shiguang Shan Xilin Chen DiffM AAML 28 0 0 16 Dec 2025
Establishing Stochastic Object Models from Noisy Data via Ambient Measurement-Integrated Diffusion Jianwei Sun Xiaoning Lei Wenhao Cai Xichen Xu Yanshu Wang Hu Gao DiffM 24 0 0 16 Dec 2025
Repurposing 2D Diffusion Models for 3D Shape Completion Yao He Youngjoong Kwon Tiange Xiang Wenxiao Cai Ehsan Adeli DiffM 48 0 0 16 Dec 2025
Semantic Mismatch and Perceptual Degradation: A New Perspective on Image Editing Immunity Shuai Dong Jie Zhang Guoying Zhao Shiguang Shan Xilin Chen DiffM AAML 24 0 0 16 Dec 2025
Towards Transferable Defense Against Malicious Image Edits Jie Zhang Shuai Dong Shiguang Shan Xilin Chen AAML DiffM 34 0 0 16 Dec 2025
JoDiffusion: Jointly Diffusing Image with Pixel-Level Annotations for Semantic Segmentation Promotion Haoyu Wang Lei Zhang Wenrui Liu Dengyang Jiang Wei Wei Chen Ding DiffM 20 0 0 15 Dec 2025
SCAdapter: Content-Style Disentanglement for Diffusion Style Transfer Luan Thanh Trinh Kenji Doi Atsuki Osanai DiffM 12 0 0 15 Dec 2025
STARCaster: Spatio-Temporal AutoRegressive Video Diffusion for Identity- and View-Aware Talking Portraits Foivos Paraperas Papantoniou Stathis Galanakis Rolandos Alexandros Potamias Bernhard Kainz Stefanos Zafeiriou DiffM VGen 16 0 0 15 Dec 2025
Pattern-Guided Diffusion Models Vivian Lin Kuk Jin Jang Wenwen Si Insup Lee DiffM AI4TS 16 0 0 15 Dec 2025
From Unlearning to UNBRANDING: A Benchmark for Trademark-Safe Text-to-Image Generation Dawid Malarz Artur Kasymov Filip Manjak Maciej Zięba Przemysław Spurek DiffM 20 0 0 15 Dec 2025
AquaDiff: Diffusion-Based Underwater Image Enhancement for Addressing Color Distortion Afrah Shaahid Muzammil Behzad DiffM 12 0 0 15 Dec 2025
Directional Textual Inversion for Personalized Text-to-Image Generation Kunhee Kim NaHyeon Park Kibeom Hong Hyunjung Shim DiffM 16 0 0 15 Dec 2025
Multi-Robot Motion Planning from Vision and Language using Heat-Inspired Diffusion Jebeom Chae Junwoo Chang Seungho Yeom Yujin Kim Jongeun Choi DiffM 40 0 0 15 Dec 2025
Bi-Erasing: A Bidirectional Framework for Concept Removal in Diffusion Models Hao Chen Yiwei Wang Songze Li DiffM 28 0 0 15 Dec 2025
Beyond the Visible: Disocclusion-Aware Editing via Proxy Dynamic Graphs Anran Qi Changjian Li Adrien Bousseau Niloy J.Mitra DiffM VGen 20 0 0 15 Dec 2025

Loading #Papers per Month with "DiffM"

Past speakers

Name (-)

Top Contributors

Name (-)

Top Organizations at ResearchTrend.AI

Name (-)

Social Events

Date	Location	Event
No social events available