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"

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Title
Mitigating attribute amplification in counterfactual image generation Tian Xia Mélanie Roschewitz Fabio De Sousa Ribeiro Charles Jones Ben Glocker CML MedIm 78 5 0 14 Mar 2024
LM2D: Lyrics- and Music-Driven Dance Synthesis Wenjie Yin Xuejiao Zhao Yi Yu Hang Yin Danica Kragic Mårten Björkman 89 2 0 14 Mar 2024
Towards Faster Training of Diffusion Models: An Inspiration of A Consistency Phenomenon Tianshuo Xu Peng Mi Ruilin Wang Yingcong Chen DiffM 162 6 0 14 Mar 2024
Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-view CT Reconstruction Hanyu Chen Zhixiu Hao Lin Guo Liying Xiao 62 1 0 14 Mar 2024
Explore In-Context Segmentation via Latent Diffusion Models Chaoyang Wang Xiangtai Li Henghui Ding Lu Qi Jiangning Zhang Yunhai Tong Chen Change Loy Shuicheng Yan DiffM 156 7 0 14 Mar 2024
Spatiotemporal Diffusion Model with Paired Sampling for Accelerated Cardiac Cine MRI Shihan Qiu Shaoyan Pan Yikang Liu Lin Zhao Jian Xu Qi Liu Terrence Chen Eric Z. Chen Xiao Chen Shanhui Sun DiffM MedIm 30 2 0 13 Mar 2024
Model Will Tell: Training Membership Inference for Diffusion Models Xiaomeng Fu Xi Wang Qiao Li Jin Liu Jiao Dai Jizhong Han 98 5 0 13 Mar 2024
MD-Dose: A diffusion model based on the Mamba for radiation dose prediction Linjie Fu Xia Li Xiuding Cai Yingkai Wang Xueyao Wang Y. Shen Yu Yao Mamba 120 7 0 13 Mar 2024
NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear Interpolation PengFei Zheng Yonggang Zhang Zhen Fang Tongliang Liu Defu Lian Bo Han DiffM 91 8 0 13 Mar 2024
Towards Dense and Accurate Radar Perception Via Efficient Cross-Modal Diffusion Model Ruibin Zhang Donglai Xue Yuhan Wang Ruixu Geng Fei Gao 90 7 0 13 Mar 2024
Tackling the Singularities at the Endpoints of Time Intervals in Diffusion Models Pengze Zhang Hubery Yin Chen Li Xiaohua Xie 101 9 0 13 Mar 2024
Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models Trained on Corrupted Data Asad Aali Giannis Daras Brett Levac Sidharth Kumar Alexandros G. Dimakis Jonathan I. Tamir MedIm 139 17 0 13 Mar 2024
DialogGen: Multi-modal Interactive Dialogue System for Multi-turn Text-to-Image Generation Minbin Huang Yanxin Long Xinchi Deng Ruihang Chu Jiangfeng Xiong Xiaodan Liang Hong Cheng Qinglin Lu Wei Liu MLLM EGVM 172 10 0 13 Mar 2024
Bridging Different Language Models and Generative Vision Models for Text-to-Image Generation Shihao Zhao Shaozhe Hao Bojia Zi Huaizhe Xu Kwan-Yee K. Wong DiffM VLM 108 9 0 12 Mar 2024
SemCity: Semantic Scene Generation with Triplane Diffusion Jumin Lee Sebin Lee Changho Jo Woobin Im Juhyeong Seon Sung-eui Yoon DiffM 84 21 0 12 Mar 2024
Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion Dongyang Li Chen Wei Shiying Li Jiachen Zou Quanying Liu DiffM 119 24 0 12 Mar 2024
SSM Meets Video Diffusion Models: Efficient Video Generation with Structured State Spaces Yuta Oshima Shohei Taniguchi Masahiro Suzuki Yutaka Matsuo 110 7 0 12 Mar 2024
Efficient Diffusion Model for Image Restoration by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 121 38 0 12 Mar 2024
Stable-Makeup: When Real-World Makeup Transfer Meets Diffusion Model Yuxuan Zhang Lifu Wei Qing Zhang Yiren Song DiffM 111 17 0 12 Mar 2024
Visual Privacy Auditing with Diffusion Models Kristian Schwethelm Johannes Kaiser Moritz Knolle Daniel Rueckert Daniel Rueckert Alexander Ziller DiffM AAML 103 0 0 12 Mar 2024
Bayesian Diffusion Models for 3D Shape Reconstruction Haiyang Xu Yu Lei Zeyuan Chen Xiang Zhang Yue Zhao Yilin Wang Zhuowen Tu DiffM 94 9 0 11 Mar 2024
Multistep Consistency Models Jonathan Heek Emiel Hoogeboom Tim Salimans 68 37 0 11 Mar 2024
When No-Reference Image Quality Models Meet MAP Estimation in Diffusion Latents Weixia Zhang Dingquan Li Guangtao Zhai Xiaokang Yang Kede Ma 65 1 0 11 Mar 2024
Enhancing Semantic Fidelity in Text-to-Image Synthesis: Attention Regulation in Diffusion Models Yang Zhang Teoh Tze Tzun Lim Wei Hern Tiviatis Sim Kenji Kawaguchi DiffM 65 10 0 11 Mar 2024
Put Myself in Your Shoes: Lifting the Egocentric Perspective from Exocentric Videos Mi Luo Zihui Xue Alex Dimakis Kristen Grauman EgoV DiffM 83 17 0 11 Mar 2024
Fine-tuning of diffusion models via stochastic control: entropy regularization and beyond Wenpin Tang 82 15 0 10 Mar 2024
Platypose: Calibrated Zero-Shot Multi-Hypothesis 3D Human Motion Estimation Paweł Antoni Pierzchlewicz Caio da Silva R. J. Cotton Fabian H. Sinz 91 0 0 10 Mar 2024
MACE: Mass Concept Erasure in Diffusion Models Shilin Lu Zilan Wang Leyang Li Yanzhu Liu A. Kong DiffM 92 93 0 10 Mar 2024
Decoupled Data Consistency with Diffusion Purification for Image Restoration Xiang Li Soo Min Kwon Ismail Alkhouri S. Ravishankar Qing Qu DiffM 129 0 0 10 Mar 2024
SEMRes-DDPM: Residual Network Based Diffusion Modelling Applied to Imbalanced Data Ming Zheng Yang Yang Zhiguang Zhao Shan-Chao Gan Yang Chen Si-Kai Ni Yang Lu DiffM MedIm 52 0 0 09 Mar 2024
An Audio-textual Diffusion Model For Converting Speech Signals Into Ultrasound Tongue Imaging Data Yudong Yang Rongfeng Su Xiaokang Liu Nan Yan Lan Wang MedIm DiffM 44 1 0 09 Mar 2024
Privacy-Preserving Diffusion Model Using Homomorphic Encryption Yaojian Chen Qiben Yan 81 5 0 09 Mar 2024
Text-to-Audio Generation Synchronized with Videos Shentong Mo Jing Shi Yapeng Tian DiffM VGen 88 18 0 08 Mar 2024
VideoElevator: Elevating Video Generation Quality with Versatile Text-to-Image Diffusion Models Yabo Zhang Yuxiang Wei Xianhui Lin Zheng Hui Peiran Ren Xuansong Xie Xiangyang Ji Wangmeng Zuo VGen 87 7 0 08 Mar 2024
DiffuLT: How to Make Diffusion Model Useful for Long-tail Recognition Jie Shao Ke Zhu Hanxiao Zhang Jianxin Wu 82 5 0 08 Mar 2024
Improving Diffusion Models for Virtual Try-on Yisol Choi Sangkyung Kwak Kyungmin Lee Hyungwon Choi Jinwoo Shin DiffM 102 29 0 08 Mar 2024
Spectrum Translation for Refinement of Image Generation (STIG) Based on Contrastive Learning and Spectral Filter Profile Seokjun Lee Seung-Won Jung Hyunseok Seo DiffM 87 5 0 08 Mar 2024
Improving Diffusion-Based Generative Models via Approximated Optimal Transport Daegyu Kim Jooyoung Choi Chaehun Shin Uiwon Hwang Sungroh Yoon OT 64 2 0 08 Mar 2024
InstructGIE: Towards Generalizable Image Editing Zichong Meng Changdi Yang Jun Liu Hao Tang Pu Zhao Yanzhi Wang DiffM 99 9 0 08 Mar 2024
RFWave: Multi-band Rectified Flow for Audio Waveform Reconstruction Peng Liu Dongyang Dai Zhiyong Wu 144 3 0 08 Mar 2024
StereoDiffusion: Training-Free Stereo Image Generation Using Latent Diffusion Models Lezhong Wang J. Frisvad Mark Bo Jensen Siavash Bigdeli DiffM 72 12 0 08 Mar 2024
A Domain Translation Framework with an Adversarial Denoising Diffusion Model to Generate Synthetic Datasets of Echocardiography Images Cristiana Tiago S. Snare Jurica Šprem K. Mcleod DiffM MedIm 62 9 0 07 Mar 2024
What makes an image realistic? Lucas Theis 114 4 0 07 Mar 2024
Discriminative Probing and Tuning for Text-to-Image Generation Leigang Qu Wenjie Wang Chak Tou Leong Hanwang Zhang Liqiang Nie Tat-Seng Chua 87 8 0 07 Mar 2024
Controllable Generation with Text-to-Image Diffusion Models: A Survey Pu Cao Feng Zhou Qing-Huang Song Lu Yang 132 38 0 07 Mar 2024
Stabilizing Policy Gradients for Stochastic Differential Equations via Consistency with Perturbation Process Xiangxin Zhou Liang Wang Yichi Zhou DiffM 60 5 0 07 Mar 2024
3D Diffusion Policy: Generalizable Visuomotor Policy Learning via Simple 3D Representations Yanjie Ze Gu Zhang Kangning Zhang Chenyuan Hu Muhan Wang Huazhe Xu VGen 179 95 0 06 Mar 2024
Accelerating Convergence of Score-Based Diffusion Models, Provably Gen Li Yu Huang Timofey Efimov Yuting Wei Yuejie Chi Yuxin Chen DiffM 101 37 0 06 Mar 2024
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis Patrick Esser Sumith Kulal A. Blattmann Rahim Entezari Jonas Muller ... Zion English Kyle Lacey Alex Goodwin Yannik Marek Robin Rombach DiffM 318 1,410 0 05 Mar 2024
NRDF: Neural Riemannian Distance Fields for Learning Articulated Pose Priors Yannan He Garvita Tiwari Tolga Birdal J. E. Lenssen Gerard Pons-Moll 115 9 0 05 Mar 2024