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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
Efficient Task-specific Conditional Diffusion Policies: Shortcut Model Acceleration and SO(3) Optimization Haiyong Yu Yanqiong Jin Yonghao He Wei Sui 80 0 0 14 Apr 2025
D $^2$ iT: Dynamic Diffusion Transformer for Accurate Image Generation Weinan Jia Mengqi Huang Nan Chen Lei Zhang Zhendong Mao 92 0 0 13 Apr 2025
Computer-Aided Layout Generation for Building Design: A Review Jiachen Liu Yuan Xue Haomiao Ni Rui Yu Zihan Zhou S. X. Huang 3DV AI4CE 141 0 0 13 Apr 2025
Dynamical symmetries in the fluctuation-driven regime: an application of Noether's theorem to noisy dynamical systems John J. Vastola 73 0 0 13 Apr 2025
Early-Bird Diffusion: Investigating and Leveraging Timestep-Aware Early-Bird Tickets in Diffusion Models for Efficient Training Lexington Whalen Zhenbang Du Haoran You Chaojian Li Sixu Li Yingyan 99 0 0 13 Apr 2025
From Visual Explanations to Counterfactual Explanations with Latent Diffusion Tung Luu Nam Le Duc Le Bac Le DiffM AAML FAtt 220 0 0 12 Apr 2025
Latent Diffusion Autoencoders: Toward Efficient and Meaningful Unsupervised Representation Learning in Medical Imaging Gabriele Lozupone Alessandro Bria F. Fontanella Frederick J.A. Meijer C. D. Stefano Henkjan Huisman DiffM MedIm 70 0 0 11 Apr 2025
On the Design of Diffusion-based Neural Speech Codecs Pietro Foti Andreas Brendel DiffM 83 0 0 11 Apr 2025
Compositional Flows for 3D Molecule and Synthesis Pathway Co-design Tony Shen Seonghwan Seo Ross Irwin Kieran Didi Simon Olsson Woo Youn Kim Martin Ester 78 0 0 10 Apr 2025
Model Discrepancy Learning: Synthetic Faces Detection Based on Multi-Reconstruction Qingchao Jiang Zhishuo Xu Zhiying Zhu Ning Chen Haoyue Wang Zhongjie Ba 85 0 0 10 Apr 2025
Generative Artificial Intelligence for Internet of Things Computing: A Systematic Survey Fabrizio Mangione Claudio Savaglio Giancarlo Fortino 64 1 0 10 Apr 2025
Towards Distribution Matching between Collaborative and Language Spaces for Generative Recommendation Yi-cui Zhang Yiwen Zhang Y. X. R. Wang Tong Chen Hongzhi Yin 115 0 0 10 Apr 2025
Conformalized Generative Bayesian Imaging: An Uncertainty Quantification Framework for Computational Imaging Canberk Ekmekci Müjdat Çetin UQCV MedIm 92 0 0 10 Apr 2025
PixelFlow: Pixel-Space Generative Models with Flow Shoufa Chen Chongjian Ge Shilong Zhang Peize Sun Ping Luo VLM DRL 74 0 0 10 Apr 2025
DiverseFlow: Sample-Efficient Diverse Mode Coverage in Flows Mashrur M. Morshed Vishnu Boddeti 112 0 0 10 Apr 2025
MESA: Text-Driven Terrain Generation Using Latent Diffusion and Global Copernicus Data Paul Borne--Pons Mikolaj Czerkawski Rosalie Martin Romain Rouffet DiffM 87 2 0 09 Apr 2025
ColorizeDiffusion v2: Enhancing Reference-based Sketch Colorization Through Separating Utilities Dingkun Yan Xinrui Wang Yusuke Iwasawa Yutaka Matsuo Suguru Saito Jiaxian Guo DiffM 42 0 0 09 Apr 2025
Probability Density Geodesics in Image Diffusion Latent Space Qingtao Yu Jaskirat Singh Zhaoyuan Yang Peter Tu Jing Zhang Hongdong Li Richard Hartley Dylan Campbell DiffM 143 1 0 09 Apr 2025
Latent Diffusion U-Net Representations Contain Positional Embeddings and Anomalies Jonas Loos Lorenz Linhardt 79 0 0 09 Apr 2025
Probabilistic QoS Metric Forecasting in Delay-Tolerant Networks Using Conditional Diffusion Models on Latent Dynamics Enming Zhang Zheng Liu Yu Xiang Yanwen Qu 65 0 0 09 Apr 2025
DiffusionCom: Structure-Aware Multimodal Diffusion Model for Multimodal Knowledge Graph Completion Wei Huang M. Liang Peining Li Xu Hou Yawen Li Junping Du Zhe Xue Zeli Guan DiffM 79 0 0 09 Apr 2025
EIDT-V: Exploiting Intersections in Diffusion Trajectories for Model-Agnostic, Zero-Shot, Training-Free Text-to-Video Generation Diljeet Jagpal Xi Chen Vinay P. Namboodiri DiffM VGen 62 0 0 09 Apr 2025
DMol: A Schedule-Driven Diffusion Model for Highly Efficient and Versatile Molecule Generation Peizhi Niu Yu-Hsiang Wang Vishal Rana Chetan Rupakheti Abhishek Pandey O. Milenkovic 227 0 0 08 Apr 2025
Reconstruction-Free Anomaly Detection with Diffusion Models via Direct Latent Likelihood Evaluation Shunsuke Sakai Tatsuhito Hasegawa 98 0 0 08 Apr 2025
Releasing Differentially Private Event Logs Using Generative Models Frederik Wangelik Majid Rafiei M. Pourbafrani Wil M.P. van der Aalst 74 0 0 08 Apr 2025
TactileNet: Bridging the Accessibility Gap with AI-Generated Tactile Graphics for Individuals with Vision Impairment Adnan Khan Alireza Choubineh Mai A. Shaaban Abbas Akkasi Majid Komeili DiffM 129 0 0 07 Apr 2025
Gaussian Mixture Flow Matching Models Hansheng Chen Kai Zhang Hao Tan Zexiang Xu Fujun Luan Leonidas Guibas Gordon Wetzstein Sai Bi DiffM 147 2 0 07 Apr 2025
AnyArtisticGlyph: Multilingual Controllable Artistic Glyph Generation Xiongbo Lu Yaxiong Chen Shengwu Xiong DiffM 100 0 0 07 Apr 2025
DDPT: Diffusion-Driven Prompt Tuning for Large Language Model Code Generation Jinyang Li Sangwon Hyun Muhammad Ali Babar 74 0 0 06 Apr 2025
Multi-identity Human Image Animation with Structural Video Diffusion Zhenzhi Wang Yongqian Li Yanhong Zeng Yuwei Guo Dahua Lin Tianfan Xue Bo Dai VGen 75 2 0 05 Apr 2025
Multi-resolution Score-Based Variational Graphical Diffusion for Causal Disaster System Modeling and Inference Xuechun Li Shan Gao Susu Xu DiffM 84 0 0 05 Apr 2025
A Hybrid Wavelet-Fourier Method for Next-Generation Conditional Diffusion Models Andrew Kiruluta Andreas Lemos DiffM 80 3 0 04 Apr 2025
Answering Multimodal Exclusion Queries with Lightweight Sparse Disentangled Representations Prachi Sumit Bhatia Srikanta Bedathur 84 0 0 04 Apr 2025
Do Two AI Scientists Agree? Xinghong Fu Ziming Liu Max Tegmark 101 1 0 03 Apr 2025
Towards Generalizing Temporal Action Segmentation to Unseen Views Emad Bahrami Olga Zatsarynna Gianpiero Francesca Juergen Gall EgoV 72 0 0 03 Apr 2025
Concept Lancet: Image Editing with Compositional Representation Transplant Jinqi Luo Tianjiao Ding Kwan Ho Ryan Chan Hancheng Min Chris Callison-Burch Rene Vidal DiffM KELM 162 0 0 03 Apr 2025
Fine-Tuning Visual Autoregressive Models for Subject-Driven Generation Jiwoo Chung Sangeek Hyun Hyunjun Kim Eunseo Koh MinKyu Lee Jae-Pil Heo 76 0 0 03 Apr 2025
SkyReels-A2: Compose Anything in Video Diffusion Transformers Zhengcong Fei Didong Li Di Qiu Jiadong Wang Yikun Dou ... Jinfeng Xu Mingyuan Fan Guibin Chen Yang Li Yahui Zhou DiffM VGen 135 10 0 03 Apr 2025
Less-to-More Generalization: Unlocking More Controllability by In-Context Generation Shaojin Wu Mengqi Huang Wenxu Wu Yufeng Cheng Fei Ding Qian He DiffM 132 12 0 02 Apr 2025
Pro-DG: Procedural Diffusion Guidance for Architectural Facade Generation Aleksander Plocharski Jan Swidzinski Przemyslaw Musialski DiffM 52 0 0 02 Apr 2025
InvFussion: Bridging Supervised and Zero-shot Diffusion for Inverse Problems Noam Elata Hyungjin Chung Jong Chul Ye T. Michaeli Michael Elad DiffM 93 0 0 02 Apr 2025
Random Conditioning with Distillation for Data-Efficient Diffusion Model Compression Dohyun Kim S. Park Geonhee Han Seung Wook Kim Paul Hongsuck Seo DiffM 110 0 0 02 Apr 2025
Hyperbolic Diffusion Recommender Model Meng Yuan Yutian Xiao Wei Chen Chu Zhao Deqing Wang Fuzhen Zhuang 158 2 0 02 Apr 2025
Leveraging Contrast Information for Efficient Document Shadow Removal Yang Liu Jiancheng Huang Na Liu Mingfu Yan Yi Huang Shifeng Chen 134 0 0 01 Apr 2025
WorldScore: A Unified Evaluation Benchmark for World Generation Haoyi Duan Hong-Xing Yu Sirui Chen L. Fei-Fei Jiajun Wu VGen 142 8 0 01 Apr 2025
MixerMDM: Learnable Composition of Human Motion Diffusion Models Pablo Ruiz-Ponce German Barquero Cristina Palmero Sergio Escalera José García Rodríguez DiffM 144 1 0 01 Apr 2025
Personalized Federated Training of Diffusion Models with Privacy Guarantees Kumar Kshitij Patel Weitong Zhang Lingxiao Wang MedIm 100 0 0 01 Apr 2025
GeometryCrafter: Consistent Geometry Estimation for Open-world Videos with Diffusion Priors Tian-Xing Xu Xiangjun Gao Wenbo Hu Xiaoyu Li Song-Hai Zhang Ying Shan VGen MDE 148 2 0 01 Apr 2025
Beyond Static Scenes: Camera-controllable Background Generation for Human Motion Mingshuai Yao Mengting Chen Qinye Zhou Yize Zhang Ming-Yu Liu ... Chen Ju Shuai Xiao Qingwen Liu Jinsong Lan Wangmeng Zuo DiffM VGen 127 1 0 01 Apr 2025
StrokeFusion: Vector Sketch Generation via Joint Stroke-UDF Encoding and Latent Sequence Diffusion Jin Zhou Yi Zhou Pengfei Xu Hui Huang DiffM 135 0 0 31 Mar 2025