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Variational Diffusion Models

1 July 2021

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Papers citing "Variational Diffusion Models"

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Title
Deep Unsupervised Anomaly Detection in Brain Imaging: Large-Scale Benchmarking and Bias Analysis Alexander Frötscher Christian F. Baumgartner T. Wolfers OOD 183 0 0 01 Dec 2025
LaGen: Towards Autoregressive LiDAR Scene Generation Sizhuo Zhou Xiaosong Jia Fanrui Zhang Junjie Li Juyong Zhang Yukang Feng Jianwen Sun Songbur Wong Junqi You Junchi Yan 275 0 0 26 Nov 2025
$$\mathcal{E}_0$: Enhancing Generalization and Fine-Grained Control in VLA Models via Continuized Discrete Diffusion$ $\mathcal{E}_0$ : Enhancing Generalization and Fine-Grained Control in VLA Models via Continuized Discrete Diffusion Zhihao Zhan Jiaying Zhou Likui Zhang Qinhan Lv Hao Liu ... Ziliang Chen Tianshui Chen Keze Wang Liang Lin Guangrun Wang VGen VLM 144 0 0 26 Nov 2025
FREE: Uncertainty-Aware Autoregression for Parallel Diffusion Transformers Xinwan Wen Bowen Li Jiajun Luo Ye Li Zhi Wang VGen 101 0 0 25 Nov 2025
Demystifying Diffusion Objectives: Reweighted Losses are Better Variational Bounds Jiaxin Shi Michalis K. Titsias DiffM 214 0 0 24 Nov 2025
Masked Diffusion Models are Secretly Learned-Order Autoregressive Models Prateek Garg Bhavya Kohli Sunita Sarawagi DiffM 172 0 0 24 Nov 2025
CADTrack: Learning Contextual Aggregation with Deformable Alignment for Robust RGBT Tracking Hao Li Yuhao Wang X. Hu Wenning Hao P. Zhang D. Wang Huchuan Lu 80 0 0 22 Nov 2025
Time dependent loss reweighting for flow matching and diffusion models is theoretically justified Lukas Billera Hedwig Nora Nordlinder Ben Murrell DiffM 105 1 0 20 Nov 2025
MALeR: Improving Compositional Fidelity in Layout-Guided Generation Shivank Saxena D. Srivastava Makarand Tapaswi DiffM 126 0 0 08 Nov 2025
Unified Multimodal Diffusion Forcing for Forceful Manipulation Zixuan Huang Huaidian Hou Dmitry Berenson DiffM 81 0 0 06 Nov 2025
Phased DMD: Few-step Distribution Matching Distillation via Score Matching within Subintervals Xiangyu Fan Zesong Qiu Z. Wu Fanzhou Wang Zhiqian Lin Tianxiang Ren Dahua Lin Ruihao Gong Lei Yang DiffM 161 1 0 31 Oct 2025
Diffusion-Driven Generation of Minimally Preprocessed Brain MRI Samuel W. Remedios A. Carass Jerry L. Prince Blake E. Dewey DiffM MedIm 92 0 0 29 Oct 2025
UtilGen: Utility-Centric Generative Data Augmentation with Dual-Level Task Adaptation Jiyu Guo Shuo Yang Yiming Huang Yancheng Long Xiaobo Xia Xiu Su Bo Zhao Zeke Xie Liqiang Nie 174 1 0 28 Oct 2025
Diffusion Adaptive Text Embedding for Text-to-Image Diffusion Models Byeonghu Na Minsang Park Gyuwon Sim DongHyeok Shin Heesun Bae Mina Kang Se Jung Kwon Wanmo Kang Il-Chul Moon 183 1 0 28 Oct 2025
Information-Theoretic Discrete Diffusion Moongyu Jeon Sangwoo Shin Dongjae Jeon Albert No DiffM FedML 155 0 0 28 Oct 2025
CANDI: Hybrid Discrete-Continuous Diffusion Models Patrick Pynadath Jiaxin Shi Ruqi Zhang DiffM 159 1 0 26 Oct 2025
Improved Training Technique for Shortcut Models Anh-Tien Nguyen Viet-Anh Nguyen D. Vu T. Dao Chi Tran Toan M. Tran Anh Tran BDL 211 1 0 24 Oct 2025
Loopholing Discrete Diffusion: Deterministic Bypass of the Sampling Wall Mingyu Jo Jaesik Yoon Justin Deschenaux Çağlar Gülçehre Sungjin Ahn DiffM 180 0 0 22 Oct 2025
Beyond Frequency: Scoring-Driven Debiasing for Object Detection via Blueprint-Prompted Image Synthesis Xinhao Cai Liulei Li Gensheng Pei Tao Chen Jinshan Pan Yazhou Yao Wenguan Wang 160 0 0 21 Oct 2025
Variance-Reduction Guidance: Sampling Trajectory Optimization for Diffusion Models Shifeng Xu Yanzhu Liu A. Kong 83 0 0 20 Oct 2025
Demystifying Transition Matching: When and Why It Can Beat Flow Matching Jaihoon Kim Rajarshi Saha Minhyuk Sung Youngsuk Park 105 0 0 20 Oct 2025
Exploring Conditions for Diffusion models in Robotic Control Heeseong Shin Byeongho Heo Dongyoon Han Seungryong Kim Taekyung Kim 192 0 0 17 Oct 2025
Towards Robust Zero-Shot Reinforcement Learning Kexin Zheng Lauriane Teyssier Yinan Zheng Yu Luo Xiayuan Zhan OffRL 323 0 0 17 Oct 2025
Adapting Self-Supervised Representations as a Latent Space for Efficient Generation Ming Gui Johannes Schusterbauer Timy Phan Felix Krause J. Susskind Miguel Angel Bautista Bjorn Ommer 189 1 0 16 Oct 2025
Offline Reinforcement Learning with Generative Trajectory Policies Xinsong Feng Leshu Tang Chenan Wang Haipeng Chen OffRL 113 0 0 13 Oct 2025
Into the Unknown: Towards using Generative Models for Sampling Priors of Environment Uncertainty for Planning in Configuration Spaces Subhransu S. Bhattacharjee Hao Lu Dylan Campbell Rahul Shome 3DPC 108 0 0 13 Oct 2025
Local-Global Context-Aware and Structure-Preserving Image Super-Resolution Sanchar Palit S. Chaudhuri Biplab Banerjee SupR 238 0 0 11 Oct 2025
RLFR: Extending Reinforcement Learning for LLMs with Flow Environment Jinghao Zhang Naishan Zheng Ruilin Li Dongzhou Cheng Zheming Liang Feng Zhao Jiaqi Wang 133 0 0 11 Oct 2025
MCMC: Bridging Rendering, Optimization and Generative AI Gurprit Singh Wenzel Jakob BDL 276 0 0 10 Oct 2025
Spatial Deconfounder: Interference-Aware Deconfounding for Spatial Causal Inference Ayush Khot Miruna Oprescu Maresa Schröder Ai Kagawa Xihaier Luo CML 100 1 0 09 Oct 2025
Large Scale Diffusion Distillation via Score-Regularized Continuous-Time Consistency Kaiwen Zheng Y. Wang Qianli Ma Huayu Chen J. Zhang Yogesh Balaji Jianfei Chen Ming-Yu Liu Jun Zhu Qinsheng Zhang DiffM 249 9 0 09 Oct 2025
Ctrl-VI: Controllable Video Synthesis via Variational Inference Haoyi Duan Yunzhi Zhang Yilun Du Jiajun Wu DiffM VGen 111 0 0 09 Oct 2025
Heptapod: Language Modeling on Visual Signals Yongxin Zhu J. Chen Yuanzhe Chen Zhuo Chen Dongya Jia Jian Cong Xiaobin Zhuang Yuping Wang Yuping Wang VLM 150 0 0 08 Oct 2025
Riddled basin geometry sets fundamental limits to predictability and reproducibility in deep learning Andrew Ly Pulin Gong AI4CE 180 0 0 07 Oct 2025
Edit-Based Flow Matching for Temporal Point Processes David Lüdke Marten Lienen Marcel Kollovieh Stephan Günnemann DiffM 138 1 0 07 Oct 2025
Principled and Tractable RL for Reasoning with Diffusion Language Models Anthony Zhan DiffM AI4CE 81 2 0 05 Oct 2025
Diffusion^2: Dual Diffusion Model with Uncertainty-Aware Adaptive Noise for Momentary Trajectory Prediction Yuhao Luo Yuang Zhang Kehua Chen Xinyu Zheng Shucheng Zhang Sikai Chen Yinhai Wang 248 1 0 05 Oct 2025
Learning Robust Diffusion Models from Imprecise Supervision Dong-Dong Wu Jiacheng Cui Wei Wang Zhiqiang She Masashi Sugiyama DiffM 312 0 0 03 Oct 2025
D2 Actor Critic: Diffusion Actor Meets Distributional Critic Lunjun Zhang Shuo Han Hanrui Lyu Bradly C. Stadie OffRL 231 1 0 03 Oct 2025
What Drives Compositional Generalization in Visual Generative Models? Karim Farid Rajat Sahay Yumna Ali Alnaggar Simon Schrodi Volker Fischer Cordelia Schmid Thomas Brox CoGe 293 0 0 03 Oct 2025
Poolformer: Recurrent Networks with Pooling for Long-Sequence Modeling Daniel Gallo Fernández 84 0 0 02 Oct 2025
FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Julian Cremer Tuan Le Mohammad M. Ghahremanpour Emilia Sługocka Filipe Menezes Djork-Arné Clevert 307 0 0 02 Oct 2025
Linear RNNs for autoregressive generation of long music samples Konrad Szewczyk Daniel Gallo Fernández James Townsend 90 0 0 01 Oct 2025
Learn to Guide Your Diffusion Model Alexandre Galashov Ashwini Pokle Arnaud Doucet Arthur Gretton Mauricio Delbracio Valentin De Bortoli DiffM 413 0 0 01 Oct 2025
Continuously Augmented Discrete Diffusion model for Categorical Generative Modeling Huangjie Zheng Shansan Gong Ruixiang Zhang Tianrong Chen Jiatao Gu Mingyuan Zhou Navdeep Jaitly Y. Zhang DiffM 271 4 0 01 Oct 2025
EVODiff: Entropy-aware Variance Optimized Diffusion Inference Shigui Li Wei Chen Delu Zeng DiffM 138 2 0 30 Sep 2025
Free Lunch Alignment of Text-to-Image Diffusion Models without Preference Image Pairs Jia Jun Cheng Xian Muchen Li Haotian Yang Xin Tao Pengfei Wan Leonid Sigal Renjie Liao 108 0 0 30 Sep 2025
Assessing the risk of future Dunkelflaute events for Germany using generative deep learning Felix Strnad Jonathan Schmidt Fabian Mockert Philipp Hennig Nicole Ludwig 60 1 0 29 Sep 2025
Advantage Weighted Matching: Aligning RL with Pretraining in Diffusion Models Shuchen Xue Chongjian Ge Shilong Zhang Yichen Li Zhi-Ming Ma 123 2 0 29 Sep 2025
Environment-Aware Satellite Image Generation with Diffusion Models Nikos Kostagiolas Pantelis Georgiades Yannis Panagakis M. Nicolaou 92 0 0 29 Sep 2025