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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"

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Title
DS-VTON: High-Quality Virtual Try-on via Disentangled Dual-Scale Generation Xianbing Sun Y. Hong Jiahui Zhan Jun Lan Huijia Zhu Weiqiang Wang Liqing Zhang Jianfu Zhang DiffM 45 0 0 01 Jun 2025
Local Manifold Approximation and Projection for Manifold-Aware Diffusion Planning Kyowoon Lee Jaesik Choi DiffM 49 1 0 01 Jun 2025
Humanoid World Models: Open World Foundation Models for Humanoid Robotics Muhammad Qasim Ali Aditya Sridhar Shahbuland Matiana Alex Wong Mohammad Al-Sharman VGen VLM 42 0 0 01 Jun 2025
Generalization in VAE and Diffusion Models: A Unified Information-Theoretic Analysis Qi Chen Jierui Zhu Florian Shkurti DiffM 70 1 0 01 Jun 2025
State-Covering Trajectory Stitching for Diffusion Planners Kyowoon Lee Jaesik Choi OffRL 38 0 0 01 Jun 2025
Foresight: Adaptive Layer Reuse for Accelerated and High-Quality Text-to-Video Generation Muhammad Adnan Nithesh Kurella Akhil Arunkumar Prashant J. Nair DiffM VGen 39 0 0 31 May 2025
SAH-Drive: A Scenario-Aware Hybrid Planner for Closed-Loop Vehicle Trajectory Generation Yuqi Fan Zhiyong Cui Zhenning Li Yilong Ren Haiyang Yu 32 0 0 30 May 2025
IRBridge: Solving Image Restoration Bridge with Pre-trained Generative Diffusion Models Hanting Wang Tao Jin Wang Lin Shulei Wang Hai Huang Shengpeng Ji Zhou Zhao DiffM 52 0 0 30 May 2025
DreamDance: Animating Character Art via Inpainting Stable Gaussian Worlds Jiaxu Zhang Xianfang Zeng Xin Chen W. Zuo Gang Yu Guosheng Lin Zhigang Tu DiffM 3DGS VGen 41 0 0 30 May 2025
Autoregressive regularized score-based diffusion models for multi-scenarios fluid flow prediction Wilfried Genuist Éric Savin F. Gatti Didier Clouteau DiffM AI4CE 37 0 0 30 May 2025
STORK: Improving the Fidelity of Mid-NFE Sampling for Diffusion and Flow Matching Models Zheng Tan Weizhen Wang Andrea L. Bertozzi Ernest K. Ryu DiffM 32 0 0 30 May 2025
un $^2$ CLIP: Improving CLIP's Visual Detail Capturing Ability via Inverting unCLIP Yinqi Li Jiahe Zhao Hong Chang Ruibing Hou Shiguang Shan Xilin Chen CLIP VLM 45 0 0 30 May 2025
Inference-Time Alignment of Diffusion Models with Evolutionary Algorithms Purvish Jajal Nick Eliopoulos Benjamin Shiue-Hal Chou George K. Thiruvathukal James C. Davis Yung-Hsiang Lu 32 0 0 30 May 2025
Optimization-Free Diffusion Model -- A Perturbation Theory Approach Y. Khoo Mathias Oster Yifan Peng DiffM 52 0 0 29 May 2025
EquiReg: Equivariance Regularized Diffusion for Inverse Problems Bahareh Tolooshams Aditi Chandrashekar Rayhan Zirvi Abbas Mammadov Jiachen Yao Chuwei Wang Anima Anandkumar DiffM 66 0 0 29 May 2025
DarkDiff: Advancing Low-Light Raw Enhancement by Retasking Diffusion Models for Camera ISP Amber Yijia Zheng Yu Zhang Jun Hu Raymond A. Yeh Chen Chen DiffM 30 0 0 29 May 2025
Fine-Tuning Next-Scale Visual Autoregressive Models with Group Relative Policy Optimization Matteo Gallici Haitz Sáez de Ocáriz Borde 44 0 0 29 May 2025
Beyond Optimal Transport: Model-Aligned Coupling for Flow Matching Yexiong Lin Yu Yao Tongliang Liu OOD OT 61 0 0 29 May 2025
A Survey of Generative Categories and Techniques in Multimodal Large Language Models Longzhen Han Awes Mubarak Almas Baimagambetov Nikolaos Polatidis Thar Baker LRM 62 0 0 29 May 2025
Diffusion-Based Generative Models for 3D Occupancy Prediction in Autonomous Driving Y. Wang Yicheng Liu Tianyuan Yuan Yucheng Mao Yingshi Liang Xiuyu Yang Honggang Zhang DiffM 44 0 0 29 May 2025
Cora: Correspondence-aware image editing using few step diffusion Amirhossein Almohammadi Aryan Mikaeili Sauradip Nag Negar Hassanpour Andrea Tagliasacchi Ali Mahdavi-Amiri DiffM 28 0 0 29 May 2025
Score-based Generative Modeling for Conditional Independence Testing Yixin Ren Chenghou Jin Yewei Xia Li Ke Longtao Huang Hui Xue Hao Zhang Jihong Guan S. Kevin Zhou 29 0 0 29 May 2025
HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image Junyi Guo Jingxuan Zhang Fangyu Wu Huanda Lu Qiufeng Wang Wenmian Yang Eng Gee Lim Dongming Lu DiffM 19 0 0 29 May 2025
Diffusion Guidance Is a Controllable Policy Improvement Operator Kevin Frans Seohong Park Pieter Abbeel Sergey Levine OffRL 72 0 0 29 May 2025
Normalizing Flows are Capable Models for RL Raj Ghugare Benjamin Eysenbach OffRL AI4CE 86 0 0 29 May 2025
Efficiently Access Diffusion Fisher: Within the Outer Product Span Space Fangyikang Wang Hubery Yin Shaobin Zhuang Huminhao Zhu Yinan Li Lei Qian Chao Zhang Hanbin Zhao Hui Qian Chen Li 54 1 0 29 May 2025
MGE-LDM: Joint Latent Diffusion for Simultaneous Music Generation and Source Extraction Yunkee Chae Kyogu Lee 64 0 0 29 May 2025
GeoMan: Temporally Consistent Human Geometry Estimation using Image-to-Video Diffusion Gwanghyun Kim Xueting Li Ye Yuan Koki Nagano Tianye Li Jan Kautz Se Young Chun Umar Iqbal DiffM 66 0 0 29 May 2025
Pre-training for Recommendation Unlearning Guoxuan Chen Lianghao Xia Chao Huang MU OnRL 30 1 0 28 May 2025
Frugal Incremental Generative Modeling using Variational Autoencoders Victor Enescu Hichem Sahbi CLL 65 0 0 28 May 2025
Rhetorical Text-to-Image Generation via Two-layer Diffusion Policy Optimization Yuxi Zhang Yueting Li Xinyu Du Sibo Wang DiffM EGVM 76 0 0 28 May 2025
Scaling Offline RL via Efficient and Expressive Shortcut Models Nicolas Espinosa-Dice Yiyi Zhang Yiding Chen Bradley Guo Owen Oertell Gokul Swamy Kianté Brantley Wen Sun OffRL LRM 71 0 0 28 May 2025
Almost Linear Convergence under Minimal Score Assumptions: Quantized Transition Diffusion Xunpeng Huang Yingyu Lin Nikki Lijing Kuang Hanze Dong Difan Zou Yian Ma Tong Zhang DiffM 68 0 0 28 May 2025
From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications Feibo Jiang Cunhua Pan Li Dong Kezhi Wang O. Dobre Mérouane Debbah LLMAG AI4TS 175 1 0 28 May 2025
Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding Chengyue Wu Hao Zhang Shuchen Xue Zhijian Liu Shizhe Diao Ligeng Zhu Ping Luo Song Han Enze Xie 32 0 0 28 May 2025
D-Fusion: Direct Preference Optimization for Aligning Diffusion Models with Visually Consistent Samples Zijing Hu Fengda Zhang Kun Kuang 63 1 0 28 May 2025
Streaming Flow Policy: Simplifying diffusion $/$ flow-matching policies by treating action trajectories as flow trajectories Sunshine Jiang Xiaolin Fang Nicholas Roy Tomás Lozano-Pérez Leslie Pack Kaelbling Siddharth Ancha VGen 55 0 0 28 May 2025
Anomalies by Synthesis: Anomaly Detection using Generative Diffusion Models for Off-Road Navigation Siddharth Ancha Sunshine Jiang Travis Manderson Laura Brandt Yilun Du Philip R. Osteen Nicholas Roy 264 0 0 28 May 2025
Is Noise Conditioning Necessary? A Unified Theory of Unconditional Graph Diffusion Models Jipeng Li Yanning Shen DiffM AI4CE 69 0 0 28 May 2025
Conditional Diffusion Models with Classifier-Free Gibbs-like Guidance Badr Moufad Yazid Janati Alain Durmus Ahmed Ghorbel Eric Moulines Jimmy Olsson DiffM 78 0 0 27 May 2025
STITCH-OPE: Trajectory Stitching with Guided Diffusion for Off-Policy Evaluation Hossein Goli Michael Gimelfarb Nathan Samuel de Lara Haruki Nishimura Masha Itkina Florian Shkurti OffRL 50 0 0 27 May 2025
Do We Need All the Synthetic Data? Towards Targeted Synthetic Image Augmentation via Diffusion Models Dang Nguyen Jiping Li Jinghao Zheng Baharan Mirzasoleiman DiffM 29 0 0 27 May 2025
IKMo: Image-Keyframed Motion Generation with Trajectory-Pose Conditioned Motion Diffusion Model Yang Zhao Yan Zhang Xubo Yang VGen 37 0 0 27 May 2025
Advancing high-fidelity 3D and Texture Generation with 2.5D latents Xin Yang Jiantao Lin Yingjie Xu Haodong Li Yingcong Chen 3DV 66 0 0 27 May 2025
A Convergence Theory for Diffusion Language Models: An Information-Theoretic Perspective Gen Li Changxiao Cai DiffM 31 0 0 27 May 2025
Compositional Scene Understanding through Inverse Generative Modeling Yanbo Wang Justin Dauwels Yilun Du OCL 78 0 0 27 May 2025
Revisiting Multi-Agent World Modeling from a Diffusion-Inspired Perspective Yang Zhang Xinran Li Jianing Ye Delin Qu Shuang Qiu Chongjie Zhang Xiu Li Chenjia Bai 49 0 0 27 May 2025
Unveiling Impact of Frequency Components on Membership Inference Attacks for Diffusion Models Puwei Lian Yujun Cai Songze Li 85 0 0 27 May 2025
Hierarchical Reinforcement Learning with Uncertainty-Guided Diffusional Subgoals V. Wang Tinghuai Wang Joni Pajarinen BDL 32 0 0 27 May 2025
Integrating Intermediate Layer Optimization and Projected Gradient Descent for Solving Inverse Problems with Diffusion Models Yang Zheng Wen Li Zhaoqiang Liu 77 0 0 27 May 2025