Denoising Diffusion Probabilistic Models

19 June 2020

Pieter Abbeel

Papers citing "Denoising Diffusion Probabilistic Models"

50 / 6,236 papers shown

Title
Is Conditional Generative Modeling all you need for Decision-Making? Anurag Ajay Yilun Du Abhi Gupta J. Tenenbaum Tommi Jaakkola Pulkit Agrawal DiffM 16 356 0 28 Nov 2022
DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models Zhengfu He Tianxiang Sun Kuan-Chieh Jackson Wang Xuanjing Huang Xipeng Qiu DiffM VLM 8 112 0 28 Nov 2022
Traditional Classification Neural Networks are Good Generators: They are Competitive with DDPMs and GANs Guangrun Wang Philip H. S. Torr 21 8 0 27 Nov 2022
A Physics-informed Diffusion Model for High-fidelity Flow Field Reconstruction Dule Shu Zijie Li A. Farimani DiffM AI4CE 19 121 0 26 Nov 2022
Copula Density Neural Estimation N. A. Letizia Andrea M. Tonello 8 7 0 25 Nov 2022
Shifted Diffusion for Text-to-image Generation Yufan Zhou Bingchen Liu Yizhe Zhu Xiao Yang Changyou Chen Jinhui Xu DiffM 19 39 0 24 Nov 2022
Ham2Pose: Animating Sign Language Notation into Pose Sequences Rotem Shalev-Arkushin Amit Moryossef Ohad Fried SLR 30 19 0 24 Nov 2022
HouseDiffusion: Vector Floorplan Generation via a Diffusion Model with Discrete and Continuous Denoising M. Shabani Sepidehsadat Hosseini Yasutaka Furukawa DiffM 13 57 0 23 Nov 2022
Self-Supervised Learning based on Heat Equation Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Lu Yuan Zicheng Liu Youzuo Lin 16 4 0 23 Nov 2022
Paint by Example: Exemplar-based Image Editing with Diffusion Models Binxin Yang Shuyang Gu Bo Zhang Ting Zhang Xuejin Chen Xiaoyan Sun Dong Chen Fang Wen DiffM 26 401 0 23 Nov 2022
Peekaboo: Text to Image Diffusion Models are Zero-Shot Segmentors R. Burgert Kanchana Ranasinghe Xiang Li Michael S. Ryoo DiffM VLM 27 37 0 23 Nov 2022
TetraDiffusion: Tetrahedral Diffusion Models for 3D Shape Generation Nikolai Kalischek T. Peters Jan Dirk Wegner Konrad Schindler DiffM 19 12 0 23 Nov 2022
SinDiffusion: Learning a Diffusion Model from a Single Natural Image Weilun Wang Jianmin Bao Wen-gang Zhou Dongdong Chen Dong Chen Lu Yuan Houqiang Li DiffM 12 49 0 22 Nov 2022
Disentangled Representation Learning Xin Eric Wang Hong Chen Siao Tang Zihao Wu Wenwu Zhu DRL 19 77 0 21 Nov 2022
VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models Ajay Jain Amber Xie Pieter Abbeel DiffM 24 89 0 21 Nov 2022
Listen, Denoise, Action! Audio-Driven Motion Synthesis with Diffusion Models Simon Alexanderson Rajmund Nagy Jonas Beskow G. Henter DiffM VGen 22 164 0 17 Nov 2022
GLAMI-1M: A Multilingual Image-Text Fashion Dataset Vaclav Kosar A. Hoskovec Milan Šulc Radek Bartyzal VLM 19 3 0 17 Nov 2022
EmoDiff: Intensity Controllable Emotional Text-to-Speech with Soft-Label Guidance Yiwei Guo Chenpeng Du Xie Chen K. Yu DiffM 44 39 0 17 Nov 2022
Learning to Kindle the Starlight Yu Yuan Jiaqi Wu Lindong Wang Zhongliang Jing H. Leung Shuyuan Zhu Han Pan DiffM 19 3 0 16 Nov 2022
MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis Tianhong Li Huiwen Chang Shlok Kumar Mishra Han Zhang Dina Katabi Dilip Krishnan 11 149 0 16 Nov 2022
GLFF: Global and Local Feature Fusion for AI-synthesized Image Detection Yan Ju Shan Jia Jia Cai Haiying Guan Siwei Lyu CVBM 31 25 0 16 Nov 2022
Versatile Diffusion: Text, Images and Variations All in One Diffusion Model Xingqian Xu Zhangyang Wang Eric Zhang Kai Wang Humphrey Shi DiffM 22 180 0 15 Nov 2022
CaDM: Codec-aware Diffusion Modeling for Neural-enhanced Video Streaming Qihua Zhou Ruibin Li Song Guo Peiran Dong Yi Liu Jingcai Guo Zhenda Xu VGen DiffM 26 23 0 15 Nov 2022
Diffusion Models for Medical Image Analysis: A Comprehensive Survey A. Kazerouni Ehsan Khodapanah Aghdam Moein Heidari Reza Azad Mohsen Fayyaz I. Hacihaliloglu Dorit Merhof DiffM MedIm 28 351 0 14 Nov 2022
Latent-NeRF for Shape-Guided Generation of 3D Shapes and Textures G. Metzer Elad Richardson Or Patashnik Raja Giryes Daniel Cohen-Or DiffM 33 450 0 14 Nov 2022
Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision Decoding Zijiao Chen Jiaxin Qing Tiange Xiang Wan Lin Yue J. Zhou DiffM MedIm 14 146 0 13 Nov 2022
Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models P. Schramowski Manuel Brack Bjorn Deiseroth Kristian Kersting 12 266 0 09 Nov 2022
Few-shot Image Generation with Diffusion Models Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 30 20 0 07 Nov 2022
NoreSpeech: Knowledge Distillation based Conditional Diffusion Model for Noise-robust Expressive TTS Dongchao Yang Songxiang Liu Jianwei Yu Helin Wang Chao Weng Yuexian Zou DiffM VLM 29 18 0 04 Nov 2022
Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models Muyang Li Ji Lin Chenlin Meng Stefano Ermon Song Han Jun-Yan Zhu DiffM 22 44 0 03 Nov 2022
Spot the fake lungs: Generating Synthetic Medical Images using Neural Diffusion Models Hazrat Ali Shafaq Murad Zubair Shah DiffM MedIm 24 48 0 02 Nov 2022
Diffusion-based Generative Speech Source Separation Robin Scheibler Youna Ji Soo-Whan Chung J. Byun Soyeon Choe Min-Seok Choi DiffM 14 38 0 31 Oct 2022
A simple, efficient and scalable contrastive masked autoencoder for learning visual representations Shlok Kumar Mishra Joshua Robinson Huiwen Chang David Jacobs Aaron Sarna Aaron Maschinot Dilip Krishnan DiffM 18 29 0 30 Oct 2022
MagicMix: Semantic Mixing with Diffusion Models Jun Hao Liew Hanshu Yan Daquan Zhou Jiashi Feng DiffM 165 59 0 28 Oct 2022
Diffiner: A Versatile Diffusion-based Generative Refiner for Speech Enhancement Ryosuke Sawata Naoki Murata Yuhta Takida Toshimitsu Uesaka Takashi Shibuya Shusuke Takahashi Yuki Mitsufuji DiffM 27 15 0 27 Oct 2022
Solving Audio Inverse Problems with a Diffusion Model Eloi Moliner J. Lehtinen Vesa Valimaki DiffM 14 49 0 27 Oct 2022
Accelerating Diffusion Models via Pre-segmentation Diffusion Sampling for Medical Image Segmentation Xutao Guo Yanwu Yang Chenfei Ye Shangfeng Lu Yang Xiang Tingxia Ma MedIm DiffM 29 31 0 27 Oct 2022
ScoreMix: A Scalable Augmentation Strategy for Training GANs with Limited Data Jie Cao Mandi Luo Junchi Yu Mingmin Yang Ran He 14 3 0 27 Oct 2022
Reconstruction from edge image combined with color and gradient difference for industrial surface anomaly detection Tongkun Liu Bing Li Zhu Zhao Xiaoyu Du Bin Jiang Leqi Geng 21 33 0 26 Oct 2022
Structure-based Drug Design with Equivariant Diffusion Models Arne Schneuing Yuanqi Du Charles Harris Arian R. Jamasb Ilia Igashov ... Pietro Lió Carla P. Gomes Max Welling Michael M. Bronstein B. Correia DiffM 24 189 0 24 Oct 2022
High-Resolution Image Editing via Multi-Stage Blended Diffusion J. Ackermann Minjun Li DiffM 14 15 0 24 Oct 2022
Tools for Extracting Spatio-Temporal Patterns in Meteorological Image Sequences: From Feature Engineering to Attention-Based Neural Networks A. S. Bansal Yoonjin Lee Kyle Hilburn I. Ebert‐Uphoff AI4TS 18 2 0 22 Oct 2022
Multitask Brain Tumor Inpainting with Diffusion Models: A Methodological Report Pouria Rouzrokh Bardia Khosravi S. Faghani Mana Moassefi Sanaz Vahdati Bradley J. Erickson DiffM MedIm 57 23 0 21 Oct 2022
Composing Ensembles of Pre-trained Models via Iterative Consensus Shuang Li Yilun Du J. Tenenbaum Antonio Torralba Igor Mordatch MoMe 19 23 0 20 Oct 2022
Robust One-Shot Singing Voice Conversion Naoya Takahashi M. Singh Yuki Mitsufuji DiffM 15 8 0 20 Oct 2022
Swinv2-Imagen: Hierarchical Vision Transformer Diffusion Models for Text-to-Image Generation Rui Li Weihua Li Yi Yang Hanyu Wei Jianhua Jiang Quan-wei Bai DiffM 19 11 0 18 Oct 2022
G-PECNet: Towards a Generalizable Pedestrian Trajectory Prediction System Aryan Garg Renu M. Rameshan 17 0 0 15 Oct 2022
Blind Super-Resolution for Remote Sensing Images via Conditional Stochastic Normalizing Flows Hanlin Wu Ning Ni Shan Wang Li-bao Zhang 24 8 0 14 Oct 2022
Hierarchical Diffusion Models for Singing Voice Neural Vocoder Naoya Takahashi Mayank Kumar Singh Yuki Mitsufuji DiffM 11 16 0 14 Oct 2022
A unified model for continuous conditional video prediction Xi Ye Guillaume-Alexandre Bilodeau AI4TS 27 7 0 11 Oct 2022