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Variational Diffusion Models

1 July 2021

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Papers citing "Variational Diffusion Models"

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Title
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 239 0 0 26 Nov 2025
FREE: Uncertainty-Aware Autoregression for Parallel Diffusion Transformers Xinwan Wen Bowen Li Jiajun Luo Ye Li Zhi Wang VGen 89 0 0 25 Nov 2025
Masked Diffusion Models are Secretly Learned-Order Autoregressive Models Prateek Garg Bhavya Kohli Sunita Sarawagi DiffM 136 0 0 24 Nov 2025
Demystifying Diffusion Objectives: Reweighted Losses are Better Variational Bounds Jiaxin Shi Michalis K. Titsias DiffM 142 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 40 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 97 1 0 20 Nov 2025
MALeR: Improving Compositional Fidelity in Layout-Guided Generation Shivank Saxena D. Srivastava Makarand Tapaswi DiffM 82 0 0 08 Nov 2025
Unified Multimodal Diffusion Forcing for Forceful Manipulation Zixuan Huang Huaidian Hou Dmitry Berenson DiffM 61 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 121 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 84 0 0 29 Oct 2025
Information-Theoretic Discrete Diffusion Moongyu Jeon Sangwoo Shin Dongjae Jeon Albert No DiffM FedML 143 0 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 175 1 0 28 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 134 1 0 28 Oct 2025
CANDI: Hybrid Discrete-Continuous Diffusion Models Patrick Pynadath Jiaxin Shi Ruqi Zhang DiffM 143 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 175 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 160 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 128 0 0 21 Oct 2025
Demystifying Transition Matching: When and Why It Can Beat Flow Matching Jaihoon Kim Rajarshi Saha Minhyuk Sung Youngsuk Park 77 0 0 20 Oct 2025
Variance-Reduction Guidance: Sampling Trajectory Optimization for Diffusion Models Shifeng Xu Yanzhu Liu A. Kong 60 0 0 20 Oct 2025
Towards Robust Zero-Shot Reinforcement Learning Kexin Zheng Lauriane Teyssier Yinan Zheng Yu Luo Xiayuan Zhan OffRL 267 0 0 17 Oct 2025
Exploring Conditions for Diffusion models in Robotic Control Heeseong Shin Byeongho Heo Dongyoon Han Seungryong Kim Taekyung Kim 156 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 177 1 0 16 Oct 2025
Offline Reinforcement Learning with Generative Trajectory Policies Xinsong Feng Leshu Tang Chenan Wang Haipeng Chen OffRL 85 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 80 0 0 13 Oct 2025
Local-Global Context-Aware and Structure-Preserving Image Super-Resolution Sanchar Palit S. Chaudhuri Biplab Banerjee SupR 210 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 121 0 0 11 Oct 2025
MCMC: Bridging Rendering, Optimization and Generative AI Gurprit Singh Wenzel Jakob BDL 264 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 92 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 193 8 0 09 Oct 2025
Ctrl-VI: Controllable Video Synthesis via Variational Inference Haoyi Duan Yunzhi Zhang Yilun Du Jiajun Wu DiffM VGen 103 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 130 0 0 08 Oct 2025
Riddled basin geometry sets fundamental limits to predictability and reproducibility in deep learning Andrew Ly Pulin Gong AI4CE 160 0 0 07 Oct 2025
Edit-Based Flow Matching for Temporal Point Processes David Lüdke Marten Lienen Marcel Kollovieh Stephan Günnemann DiffM 98 1 0 07 Oct 2025
Principled and Tractable RL for Reasoning with Diffusion Language Models Anthony Zhan DiffM AI4CE 73 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 204 1 0 05 Oct 2025
Learning Robust Diffusion Models from Imprecise Supervision Dong-Dong Wu Jiacheng Cui Wei Wang Zhiqiang She Masashi Sugiyama DiffM 284 0 0 03 Oct 2025
D2 Actor Critic: Diffusion Actor Meets Distributional Critic Lunjun Zhang Shuo Han Hanrui Lyu Bradly C. Stadie OffRL 211 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 273 0 0 03 Oct 2025
Poolformer: Recurrent Networks with Pooling for Long-Sequence Modeling Daniel Gallo Fernández 80 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 219 0 0 02 Oct 2025
Learn to Guide Your Diffusion Model Alexandre Galashov Ashwini Pokle Arnaud Doucet Arthur Gretton Mauricio Delbracio Valentin De Bortoli DiffM 371 0 0 01 Oct 2025
Linear RNNs for autoregressive generation of long music samples Konrad Szewczyk Daniel Gallo Fernández James Townsend 78 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 247 4 0 01 Oct 2025
EVODiff: Entropy-aware Variance Optimized Diffusion Inference Shigui Li Wei Chen Delu Zeng DiffM 110 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 92 0 0 30 Sep 2025
Advantage Weighted Matching: Aligning RL with Pretraining in Diffusion Models Shuchen Xue Chongjian Ge Shilong Zhang Yichen Li Zhi-Ming Ma 111 2 0 29 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 56 1 0 29 Sep 2025
Environment-Aware Satellite Image Generation with Diffusion Models Nikos Kostagiolas Pantelis Georgiades Yannis Panagakis M. Nicolaou 56 0 0 29 Sep 2025
Diffusion Models are Kelly Gamblers Akhil Premkumar DiffM 174 0 0 28 Sep 2025
BridgeDrive: Diffusion Bridge Policy for Closed-Loop Trajectory Planning in Autonomous Driving Shu Liu Wenlin Chen Weihao Li Zheng Wang Lijin Yang Jianing Huang Y. Zhang Longxiang Zhang Ze Cheng Hao Yang 84 2 0 28 Sep 2025