v1v2 (latest)

Score-Based Generative Modeling through Stochastic Differential Equations

26 November 2020

Yang Song

Jascha Narain Sohl-Dickstein

Papers citing "Score-Based Generative Modeling through Stochastic Differential Equations"

50 / 4,587 papers shown

Title
Pancreatic Tumor Segmentation as Anomaly Detection in CT Images Using Denoising Diffusion Models Reza Babaei Samuel Cheng Theresa Thai Shangqing Zhao MedIm DiffM 89 4 0 04 Jun 2024
Learning Image Priors through Patch-based Diffusion Models for Solving Inverse Problems Jason Hu Bowen Song Xiaojian Xu Liyue Shen Jeffrey A. Fessler MedIm DiffM 96 8 0 04 Jun 2024
Flash Diffusion: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation Clement Chadebec O. Tasar Eyal Benaroche Benjamin Aubin VLM 116 14 0 04 Jun 2024
Neural Thermodynamic Integration: Free Energies from Energy-based Diffusion Models Bálint Máté François Fleuret Tristan Bereau DiffM 72 6 0 04 Jun 2024
Plug-and-Play Diffusion Distillation Yi-Ting Hsiao Siavash Khodadadeh Kevin Duarte Wei-An Lin Hui Qu Mingi Kwon Ratheesh Kalarot 108 9 0 04 Jun 2024
Cross-Domain Graph Data Scaling: A Showcase with Diffusion Models Wenzhuo Tang Haitao Mao Danial Dervovic Ivan Brugere Saumitra Mishra Yuying Xie Jiliang Tang 69 3 0 04 Jun 2024
On the Hardness of Sampling from Mixture Distributions via Langevin Dynamics Xiwei Cheng Kexin Fu Farzan Farnia 120 0 0 04 Jun 2024
MoLA: Motion Generation and Editing with Latent Diffusion Enhanced by Adversarial Training Kengo Uchida Takashi Shibuya Yuhta Takida Naoki Murata Shusuke Takahashi Shusuke Takahashi Yuki Mitsufuji VGen 141 5 0 04 Jun 2024
Diffusion Boosted Trees Xizewen Han Mingyuan Zhou AI4CE 109 0 0 03 Jun 2024
Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching Xinyin Ma Gongfan Fang Michael Bi Mi Xinchao Wang 114 44 0 03 Jun 2024
A Diffusion Model Framework for Unsupervised Neural Combinatorial Optimization Sebastian Sanokowski Sepp Hochreiter Sebastian Lehner 113 23 0 03 Jun 2024
Differentially Private Fine-Tuning of Diffusion Models Yu-Lin Tsai Yizhe Li Zekai Chen Po-yu Chen Chia-Mu Yu Xuebin Ren Francois Buet-Golfouse 107 3 0 03 Jun 2024
Dimba: Transformer-Mamba Diffusion Models Zhengcong Fei Mingyuan Fan Changqian Yu Debang Li Youqiang Zhang Junshi Huang Mamba 102 19 0 03 Jun 2024
$Δ$ -DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers Pengtao Chen Mingzhu Shen Peng Ye Jianjian Cao Chongjun Tu C. Bouganis Yiren Zhao Tao Chen 127 44 0 03 Jun 2024
Virtual avatar generation models as world navigators Sai Mandava 49 0 0 03 Jun 2024
Constraint-Aware Diffusion Models for Trajectory Optimization Anjian Li Zihan Ding Adji Bousso Dieng Ryne T. Beeson 109 5 0 03 Jun 2024
ZeroSmooth: Training-free Diffuser Adaptation for High Frame Rate Video Generation Shaoshu Yang Yong Zhang Xiaodong Cun Ying Shan Ran He VGen DiffM 80 3 0 03 Jun 2024
Convergence of the denoising diffusion probabilistic models for general noise schedules Yumiharu Nakano DiffM 155 1 0 03 Jun 2024
Robust Classification by Coupling Data Mollification with Label Smoothing Markus Heinonen Ba-Hien Tran Michael Kampffmeyer Maurizio Filippone 171 1 0 03 Jun 2024
Unlocking Guidance for Discrete State-Space Diffusion and Flow Models Hunter Nisonoff Junhao Xiong Stephan Allenspach Jennifer Listgarten 165 44 0 03 Jun 2024
Learning Temporally Consistent Video Depth from Video Diffusion Priors Jiahao Shao Yuanbo Yang Hongyu Zhou Youmin Zhang Yujun Shen Vitor Campagnolo Guizilini Yue Wang Matteo Poggi Yiyi Liao VGen DiffM MDE 123 43 0 03 Jun 2024
Covariance-Adaptive Sequential Black-box Optimization for Diffusion Targeted Generation Yueming Lyu Kim yong Tan Yew-Soon Ong Ivor W. Tsang DiffM 93 2 0 02 Jun 2024
Diffusion Features to Bridge Domain Gap for Semantic Segmentation Yuxiang Ji Boyong He Chenyuan Qu Zhuoyue Tan Chuan Qin Liaoni Wu 121 3 0 02 Jun 2024
Diffusion Tuning: Transferring Diffusion Models via Chain of Forgetting Jincheng Zhong Xingzhuo Guo Jiaxiang Dong Mingsheng Long DiffM 93 2 0 02 Jun 2024
Full-Atom Peptide Design based on Multi-modal Flow Matching Jiahan Li Chaoran Cheng Zuofan Wu Ruihan Guo Shitong Luo Zhizhou Ren Jian-wei Peng Jianzhu Ma 115 18 0 02 Jun 2024
Improving GFlowNets for Text-to-Image Diffusion Alignment Dinghuai Zhang Yizhe Zhang Jiatao Gu Ruixiang Zhang J. Susskind Navdeep Jaitly Shuangfei Zhai EGVM 138 10 0 02 Jun 2024
Learning to Approximate Particle Smoothing Trajectories via Diffusion Generative Models Ella Tamir Arno Solin DiffM 77 0 0 01 Jun 2024
Schrödinger Bridge with Quadratic State Cost is Exactly Solvable Alexis M. H. Teter Wenqing Wang Abhishek Halder OT 105 5 0 01 Jun 2024
AudioLCM: Text-to-Audio Generation with Latent Consistency Models Huadai Liu Rongjie Huang Yang Liu Hengyuan Cao Jialei Wang Xize Cheng Siqi Zheng Zhou Zhao 127 10 0 01 Jun 2024
Sifting through the Noise: A Survey of Diffusion Probabilistic Models and Their Applications to Biomolecules Trevor Norton Debswapna Bhattacharya MedIm DiffM 85 2 0 31 May 2024
QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation Zhuo Chen Rumen Dangovski Charlotte Loh Owen Dugan Di Luo Marin Soljacic MQ 85 9 0 31 May 2024
Mixed Diffusion for 3D Indoor Scene Synthesis Siyi Hu Diego Martin Arroyo Stephanie Debats Fabian Manhardt Luca Carlone Federico Tombari DiffM 81 6 0 31 May 2024
Unified Directly Denoising for Both Variance Preserving and Variance Exploding Diffusion Models Jingjing Wang Dan Zhang Feng Luo DiffM 57 0 0 31 May 2024
Spectrum-Aware Parameter Efficient Fine-Tuning for Diffusion Models Xinxi Zhang Song Wen Ligong Han Felix Juefei Xu Akash Srivastava Junzhou Huang Hao Wang Molei Tao Dimitris N. Metaxas DiffM 71 7 0 31 May 2024
Amortizing intractable inference in diffusion models for vision, language, and control S. Venkatraman Moksh Jain Luca Scimeca Minsu Kim Marcin Sendera ... Alexandre Adam Jarrid Rector-Brooks Yoshua Bengio Glen Berseth Nikolay Malkin 191 32 0 31 May 2024
CoMoFusion: Fast and High-quality Fusion of Infrared and Visible Image with Consistency Model Zhiming Meng Hui Li Zeyang Zhang Zhongwei Shen Yunlong Yu Xiaoning Song Xiao-Jun Wu 47 0 0 31 May 2024
Diffusion Models Are Innate One-Step Generators Bowen Zheng Tianming Yang DiffM VLM 73 13 0 31 May 2024
Adv-KD: Adversarial Knowledge Distillation for Faster Diffusion Sampling Kidist Amde Mekonnen Nicola DallÁsen Paolo Rota 46 1 0 31 May 2024
Diffusion Actor-Critic: Formulating Constrained Policy Iteration as Diffusion Noise Regression for Offline Reinforcement Learning Linjiajie Fang Ruoxue Liu Jing Zhang Wenjia Wang Bing-Yi Jing OffRL 168 7 0 31 May 2024
Stochastic Optimal Control for Diffusion Bridges in Function Spaces Byoungwoo Park Jungwon Choi Sungbin Lim Juho Lee 136 4 0 31 May 2024
Information Theoretic Text-to-Image Alignment Chao Wang Giulio Franzese A. Finamore Massimo Gallo Pietro Michiardi 172 0 0 31 May 2024
Diffusion On Syntax Trees For Program Synthesis Shreyas Kapur Erik Jenner Stuart J. Russell DiffM 100 5 0 30 May 2024
Slight Corruption in Pre-training Data Makes Better Diffusion Models Hao Chen Yujin Han Diganta Misra Xiang Li Kai Hu Difan Zou Masashi Sugiyama Jindong Wang Bhiksha Raj DiffM 125 5 0 30 May 2024
GECO: Generative Image-to-3D within a SECOnd Chen Wang Jiatao Gu Xiaoxiao Long Yuan Liu Lingjie Liu 81 5 0 30 May 2024
MotionFollower: Editing Video Motion via Lightweight Score-Guided Diffusion Shuyuan Tu Qi Dai Zihao Zhang Sicheng Xie Zhi-Qi Cheng Chong Luo Xintong Han Zuxuan Wu Yu-Gang Jiang DiffM VGen 75 11 0 30 May 2024
Improving the Training of Rectified Flows Sangyun Lee Zinan Lin Giulia Fanti 86 28 0 30 May 2024
DITTO-2: Distilled Diffusion Inference-Time T-Optimization for Music Generation Cheng-i Wang Julian McAuley Taylor Berg-Kirkpatrick Nicholas J. Bryan 115 12 0 30 May 2024
SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow Chaoyang Wang Xiangtai Li Lu Qi Henghui Ding Yunhai Tong Ming-Hsuan Yang DiffM 134 7 0 30 May 2024
MotionDreamer: Zero-Shot 3D Mesh Animation from Video Diffusion Models Lukas Uzolas E. Eisemann Petr Kellnhofer 113 1 0 30 May 2024
Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey Thai-Hoc Vu Senthil Kumar Jagatheesaperumal Minh-Duong Nguyen Nguyen Van Huynh Sunghwan Kim Quoc-Viet Pham 94 13 0 30 May 2024