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Deep Unsupervised Learning using Nonequilibrium Thermodynamics

12 March 2015

Jascha Narain Sohl-Dickstein

Papers citing "Deep Unsupervised Learning using Nonequilibrium Thermodynamics"

50 / 4,616 papers shown

Title
A Survey of Recent Advances and Challenges in Deep Audio-Visual Correlation Learning Luis Vilaca Yi Yu Paula Vinan 195 0 0 24 Nov 2024
PanoLlama: Generating Endless and Coherent Panoramas with Next-Token-Prediction LLMs Teng Zhou Xiaoyu Zhang Yongchuan Tang MLLM DiffM 202 1 0 24 Nov 2024
NeRF Inpainting with Geometric Diffusion Prior and Balanced Score Distillation Menglin Zhang Xin Luo Yunwei Lan Chang-Shu Liu Rui Li Kaidong Zhang Ganlin Yang Dong Liu DiffM 114 0 0 23 Nov 2024
TKG-DM: Training-free Chroma Key Content Generation Diffusion Model Ryugo Morita Stanislav Frolov Brian B. Moser Takahiro Shirakawa Ko Watanabe Andreas Dengel Jinjia Zhou DiffM 156 0 0 23 Nov 2024
Reward Fine-Tuning Two-Step Diffusion Models via Learning Differentiable Latent-Space Surrogate Reward Zhiwei Jia Yuesong Nan Huixi Zhao Gengdai Liu EGVM 203 1 0 22 Nov 2024
Test-Time Adaptation of 3D Point Clouds via Denoising Diffusion Models Hamidreza Dastmalchi Aijun An A. Cheraghian Shafin Rahman Sameera Ramasinghe DiffM TTA 138 1 0 21 Nov 2024
Safety Without Semantic Disruptions: Editing-free Safe Image Generation via Context-preserving Dual Latent Reconstruction Jordan Vice Naveed Akhtar Leonid Sigal Ajmal Mian Ajmal Mian DiffM 156 0 0 21 Nov 2024
Beyond Monte Carlo: Harnessing Diffusion Models to Simulate Financial Market Dynamics Andrew Lesniewski Giulio Trigila DiffM 175 0 0 21 Nov 2024
On the Fairness, Diversity and Reliability of Text-to-Image Generative Models Jordan Vice Naveed Akhtar Leonid Sigal Richard Hartley Ajmal Mian EGVM 145 0 0 21 Nov 2024
Vertical Validation: Evaluating Implicit Generative Models for Graphs on Thin Support Regions Mai Elkady Thu Bui Bruno Ribeiro David I. Inouye 117 0 0 20 Nov 2024
RAW-Diffusion: RGB-Guided Diffusion Models for High-Fidelity RAW Image Generation Christoph Reinders Radu Berdan Beril Besbinar Junji Otsuka Daisuke Iso 121 2 0 20 Nov 2024
From Text to Pose to Image: Improving Diffusion Model Control and Quality Clément Bonnet Ariel N. Lee Franck Wertel Antoine Tamano Tanguy Cizain Pablo Ducru DiffM 126 0 0 19 Nov 2024
Towards motion from video diffusion models Paul Janson Tiberiu Popa Eugene Belilovsky DiffM VGen 110 0 0 19 Nov 2024
CDI: Copyrighted Data Identification in Diffusion Models Jan Dubiñski Antoni Kowalczuk Franziska Boenisch Adam Dziedzic 128 2 0 19 Nov 2024
Aligning Few-Step Diffusion Models with Dense Reward Difference Learning Ziyi Zhang Li Shen Sen Zhang Deheng Ye Yong Luo Miaojing Shi Di Lin Dacheng Tao 134 3 0 18 Nov 2024
GLDesigner: Leveraging Multi-Modal LLMs as Designer for Enhanced Aesthetic Text Glyph Layouts Junwen He Yifan Wang Lijun Wang Huchuan Lu Jun-Yan He Chong Li Hanyuan Chen Jin-Peng Lan Bin Luo Yifeng Geng 119 1 0 18 Nov 2024
Teaching Video Diffusion Model with Latent Physical Phenomenon Knowledge Qinglong Cao Ding Wang Xirui Li Yuntian Chen Chao Ma Xiaokang Yang DiffM VGen 150 2 0 18 Nov 2024
Enhancing Decision Transformer with Diffusion-Based Trajectory Branch Generation Zhihong Liu Long Qian Zeyang Liu Lipeng Wan Xingyu Chen Xuguang Lan OffRL 147 3 0 18 Nov 2024
Stable Continual Reinforcement Learning via Diffusion-based Trajectory Replay Feng Chen Fuguang Han Cong Guan Lei Yuan Zhilong Zhang Yang Yu Zongzhang Zhang 98 1 0 16 Nov 2024
Test-time Conditional Text-to-Image Synthesis Using Diffusion Models Tripti Shukla Srikrishna Karanam Balaji Vasan Srinivasan DiffM 67 0 0 16 Nov 2024
Probabilistic Prior Driven Attention Mechanism Based on Diffusion Model for Imaging Through Atmospheric Turbulence Guodong Sun Qixiang Ma Liqiang Zhang Hongwei Wang Zixuan Gao Haotian Zhang DiffM 79 0 0 15 Nov 2024
The Unreasonable Effectiveness of Guidance for Diffusion Models Tim Kaiser Nikolas Adaloglou M. Kollmann DiffM 130 1 0 15 Nov 2024
Prompt-Guided Environmentally Consistent Adversarial Patch Chaoqun Li Huanqian Yan Lifeng Zhou Tairan Chen Zhuodong Liu Hang Su DiffM AAML 65 0 0 15 Nov 2024
SmoothCache: A Universal Inference Acceleration Technique for Diffusion Transformers Joseph Liu Joshua Geddes Ziyu Guo Haomiao Jiang Mahesh Kumar Nandwana 134 1 0 15 Nov 2024
ColorEdit: Training-free Image-Guided Color editing with diffusion model Xingxi Yin Zhi Li Jingfeng Zhang Chenglin Li Yin Zhang DiffM 159 0 0 15 Nov 2024
Inconsistencies In Consistency Models: Better ODE Solving Does Not Imply Better Samples Noël Vouitsis Rasa Hosseinzadeh Brendan Leigh Ross Valentin Villecroze S. Gorti Jesse C. Cresswell Gabriel Loaiza-Ganem DiffM 83 0 0 13 Nov 2024
Physics Informed Distillation for Diffusion Models Joshua Tian Jin Tee Kang Zhang Hee Suk Yoon Dhananjaya N. Gowda Chanwoo Kim Chang D. Yoo DiffM 98 6 0 13 Nov 2024
Artificial Intelligence for Biomedical Video Generation Linyuan Li Jianing Qiu Anujit Saha Lin Li Poyuan Li Mengxian He Ziyu Guo Wu Yuan VGen 183 0 0 12 Nov 2024
Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task H. Haresamudram Chi Ian Tang Sungho Suh P. Lukowicz Thomas Ploetz 185 3 0 11 Nov 2024
Slowing Down Forgetting in Continual Learning Pascal Janetzky Tobias Schlagenhauf Stefan Feuerriegel CLL 125 0 0 11 Nov 2024
Using Diffusion Models as Generative Replay in Continual Federated Learning -- What will Happen? Yongsheng Mei Liangqi Yuan Dong-Jun Han Kevin S. Chan Christopher G. Brinton Tian-Shing Lan 92 0 0 10 Nov 2024
Region-Aware Text-to-Image Generation via Hard Binding and Soft Refinement Zhennan Chen Yajie Li Haofan Wang Zheyu Chen Zhengkai Jiang Jun Yu Li Qian Wang Jian Yang Ying Tai DiffM 112 9 0 10 Nov 2024
Diffusion Sampling Correction via Approximately 10 Parameters Guangyi Wang Wei Peng Lijiang Li Wenyu Chen Yuren Cai Songzhi Su DiffM 122 0 0 10 Nov 2024
KMM: Key Frame Mask Mamba for Extended Motion Generation Zeyu Zhang Hang Gao Akide Liu Qi Chen Feng Chen ... Hao Tang Zhenming Li Zhongwen Zhou Hao Tang Bohan Zhuang Mamba VGen 114 3 0 10 Nov 2024
Scalable, Tokenization-Free Diffusion Model Architectures with Efficient Initial Convolution and Fixed-Size Reusable Structures for On-Device Image Generation Sanchar Palit Sathya Veera Reddy Dendi Mallikarjuna Talluri Raj Narayana Gadde 69 0 0 09 Nov 2024
A Modular Conditional Diffusion Framework for Image Reconstruction Magauiya Zhussip Iaroslav Koshelev Stamatis Lefkimmiatis DiffM 54 0 0 08 Nov 2024
Inversion-based Latent Bayesian Optimization Jaewon Chu Jinyoung Park Seunghun Lee H. Kim BDL 48 4 0 08 Nov 2024
Generalizable Single-Source Cross-modality Medical Image Segmentation via Invariant Causal Mechanisms Boqi Chen Yuanzhi Zhu Yunke Ao Sebastiano Caprara Reto Sutter Gunnar Rätsch E. Konukoglu A. Susmelj MedIm DiffM OOD 96 1 0 07 Nov 2024
AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation Anil Kag Huseyin Coskun Jierun Chen Junli Cao Willi Menapace Aliaksandr Siarohin Sergey Tulyakov Jian Ren 93 3 0 07 Nov 2024
Controlling Human Shape and Pose in Text-to-Image Diffusion Models via Domain Adaptation Benito Buchheim M. Reimann Jürgen Döllner 68 0 0 07 Nov 2024
Image Understanding Makes for A Good Tokenizer for Image Generation Luting Wang Yang Zhao Zijian Zhang Jiashi Feng Si Liu Bingyi Kang VLM 91 4 0 07 Nov 2024
SG-I2V: Self-Guided Trajectory Control in Image-to-Video Generation Koichi Namekata Sherwin Bahmani Ziyi Wu Yash Kant Igor Gilitschenski David B. Lindell VGen 177 16 0 07 Nov 2024
PocoLoco: A Point Cloud Diffusion Model of Human Shape in Loose Clothing Siddharth Seth Rishabh Dabral D. Luvizon Marc Habermann Ming-Hsuan Yang Christian Theobalt Adam Kortylewski DiffM 3DH 100 0 0 06 Nov 2024
Boosting Latent Diffusion with Perceptual Objectives Tariq Berrada Pietro Astolfi Jakob Verbeek Melissa Hall Marton Havasi M. Drozdzal Yohann Benchetrit Adriana Romero Soriano Karteek Alahari 81 2 0 06 Nov 2024
Self-supervised Representation Learning for Cell Event Recognition through Time Arrow Prediction Cangxiong Chen Vinay P. Namboodiri Julia E. Sero 63 0 0 06 Nov 2024
Sub-DM:Subspace Diffusion Model with Orthogonal Decomposition for MRI Reconstruction Yu Guan Qinrong Cai Wei Li Qiuyun Fan Dong Liang Qiegen Liu 134 0 0 06 Nov 2024
ET-SEED: Efficient Trajectory-Level SE(3) Equivariant Diffusion Policy Chenrui Tie Yue Chen Ruihai Wu Boxuan Dong Zhiyu Li Chongkai Gao Hao Dong 87 6 0 06 Nov 2024
DiMSUM: Diffusion Mamba -- A Scalable and Unified Spatial-Frequency Method for Image Generation Hao Phung Quan Dao T. Dao Hoang Phan Dimitris Metaxas Anh Tran Mamba 172 5 0 06 Nov 2024
Generating Synthetic Electronic Health Record Data: a Methodological Scoping Review with Benchmarking on Phenotype Data and Open-Source Software Xingran Chen Zhenke Wu Xu Shi Hyunghoon Cho Bhramar Mukherjee SyDa 84 3 0 06 Nov 2024
Estimating Ego-Body Pose from Doubly Sparse Egocentric Video Data Seunggeun Chi Pin-Hao Huang Enna Sachdeva Hengbo Ma Karthik Ramani Kwonjoon Lee DiffM 81 2 0 05 Nov 2024