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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
Learning Temporally Consistent Video Depth from Video Diffusion Priors Jiahao Shao Yuanbo Yang Hongyu Zhou Youmin Zhang Yujun Shen Vitor Campagnolo Guizilini Yue Wang Matteo Poggi Yiyi Liao VGen DiffM MDE 125 43 0 03 Jun 2024
Unlocking Guidance for Discrete State-Space Diffusion and Flow Models Hunter Nisonoff Junhao Xiong Stephan Allenspach Jennifer Listgarten 165 44 0 03 Jun 2024
Convergence of the denoising diffusion probabilistic models for general noise schedules Yumiharu Nakano DiffM 163 1 0 03 Jun 2024
Diffusion Tuning: Transferring Diffusion Models via Chain of Forgetting Jincheng Zhong Xingzhuo Guo Jiaxiang Dong Mingsheng Long DiffM 101 2 0 02 Jun 2024
Full-Atom Peptide Design based on Multi-modal Flow Matching Jiahan Li Chaoran Cheng Zuofan Wu Ruihan Guo Shitong Luo Zhizhou Ren Jian-wei Peng Jianzhu Ma 115 18 0 02 Jun 2024
Learning Multimodal Behaviors from Scratch with Diffusion Policy Gradient Zechu Li Rickmer Krohn Tao Chen Anurag Ajay Pulkit Agrawal Georgia Chalvatzaki DiffM 134 18 0 02 Jun 2024
Improving GFlowNets for Text-to-Image Diffusion Alignment Dinghuai Zhang Yizhe Zhang Jiatao Gu Ruixiang Zhang J. Susskind Navdeep Jaitly Shuangfei Zhai EGVM 144 10 0 02 Jun 2024
Diffusion-Inspired Quantum Noise Mitigation in Parameterized Quantum Circuits Hoang-Quan Nguyen Xuan-Bac Nguyen Samuel Yen-Chi Chen Hugh Churchill Nicholas Borys Samee U. Khan Khoa Luu DiffM 113 5 0 02 Jun 2024
ContextFlow++: Generalist-Specialist Flow-based Generative Models with Mixed-Variable Context Encoding Denis A. Gudovskiy Tomoyuki Okuno Yohei Nakata MoE AI4CE 93 2 0 02 Jun 2024
Learning Discrete Concepts in Latent Hierarchical Models Lingjing Kong Guan-Hong Chen Erdun Gao Eric P. Xing Yuejie Chi Kun Zhang 137 5 0 01 Jun 2024
Diffusion-based Image Generation for In-distribution Data Augmentation in Surface Defect Detection Luigi Capogrosso Federico Girella Francesco Taioli Michele Chiara Muhammad Aqeel Franco Fummi Francesco Setti Marco Cristani 55 5 0 01 Jun 2024
Lightening Anything in Medical Images Ben Fei Yixuan Li Weidong Yang Hengjun Gao Jingyi Xu Lipeng Ma Yatian Yang Pinghong Zhou MedIm 76 2 0 01 Jun 2024
Sifting through the Noise: A Survey of Diffusion Probabilistic Models and Their Applications to Biomolecules Trevor Norton Debswapna Bhattacharya MedIm DiffM 96 2 0 31 May 2024
SNED: Superposition Network Architecture Search for Efficient Video Diffusion Model Zhengang Li Yan Kang Yuchen Liu Difan Liu Tobias Hinz Feng Liu Yanzhi Wang DiffM 70 1 0 31 May 2024
QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation Zhuo Chen Rumen Dangovski Charlotte Loh Owen Dugan Di Luo Marin Soljacic MQ 106 9 0 31 May 2024
Bootstrap3D: Improving 3D Content Creation with Synthetic Data Zeyi Sun Tong Wu Pan Zhang Yuhang Zang Xiao-wen Dong Yuanjun Xiong Dahua Lin Jiaqi Wang 87 0 0 31 May 2024
Mixed Diffusion for 3D Indoor Scene Synthesis Siyi Hu Diego Martin Arroyo Stephanie Debats Fabian Manhardt Luca Carlone Federico Tombari DiffM 86 6 0 31 May 2024
Spectrum-Aware Parameter Efficient Fine-Tuning for Diffusion Models Xinxi Zhang Song Wen Ligong Han Felix Juefei Xu Akash Srivastava Junzhou Huang Hao Wang Molei Tao Dimitris N. Metaxas DiffM 77 7 0 31 May 2024
Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling Jiatao Gu Ying Shen Shuangfei Zhai Yizhe Zhang Navdeep Jaitly J. Susskind 123 10 0 31 May 2024
Amortizing intractable inference in diffusion models for vision, language, and control S. Venkatraman Moksh Jain Luca Scimeca Minsu Kim Marcin Sendera ... Alexandre Adam Jarrid Rector-Brooks Yoshua Bengio Glen Berseth Nikolay Malkin 193 32 0 31 May 2024
Navigating Tabular Data Synthesis Research: Understanding User Needs and Tool Capabilities Maria F. Davila Sven Groen Fabian Panse Wolfram Wingerath LMTD 65 2 0 31 May 2024
Diffusion Models Are Innate One-Step Generators Bowen Zheng Tianming Yang DiffM VLM 75 13 0 31 May 2024
Trajectory Forecasting through Low-Rank Adaptation of Discrete Latent Codes Riccardo Benaglia Angelo Porrello Pietro Buzzega Simone Calderara Rita Cucchiara 60 0 0 31 May 2024
Adv-KD: Adversarial Knowledge Distillation for Faster Diffusion Sampling Kidist Amde Mekonnen Nicola DallÁsen Paolo Rota 56 1 0 31 May 2024
Diffusion Actor-Critic: Formulating Constrained Policy Iteration as Diffusion Noise Regression for Offline Reinforcement Learning Linjiajie Fang Ruoxue Liu Jing Zhang Wenjia Wang Bing-Yi Jing OffRL 181 7 0 31 May 2024
Information Theoretic Text-to-Image Alignment Chao Wang Giulio Franzese A. Finamore Massimo Gallo Pietro Michiardi 176 0 0 31 May 2024
Slight Corruption in Pre-training Data Makes Better Diffusion Models Hao Chen Yujin Han Diganta Misra Xiang Li Kai Hu Difan Zou Masashi Sugiyama Jindong Wang Bhiksha Raj DiffM 125 5 0 30 May 2024
Is Synthetic Data all We Need? Benchmarking the Robustness of Models Trained with Synthetic Images Krishnakant Singh Thanush Navaratnam Jannik Holmer Simone Schaub-Meyer Stefan Roth DiffM 99 21 0 30 May 2024
P-MSDiff: Parallel Multi-Scale Diffusion for Remote Sensing Image Segmentation Qi Zhang Guohua Geng Long-He Yan Pengbo Zhou Zhaodi Li Kang Li Qinglin Liu DiffM 113 1 0 30 May 2024
Improving the Training of Rectified Flows Sangyun Lee Zinan Lin Giulia Fanti 93 28 0 30 May 2024
Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey Thai-Hoc Vu Senthil Kumar Jagatheesaperumal Minh-Duong Nguyen Nguyen Van Huynh Sunghwan Kim Quoc-Viet Pham 94 13 0 30 May 2024
Exploring Diffusion Models' Corruption Stage in Few-Shot Fine-tuning and Mitigating with Bayesian Neural Networks Xiaoyu Wu Jiaru Zhang Yang Hua Bohan Lyu Hao Wang Tao Song Haibing Guan DiffM 125 0 0 30 May 2024
HQ-DiT: Efficient Diffusion Transformer with FP4 Hybrid Quantization Wenxuan Liu Saiqian Zhang MQ 81 5 0 30 May 2024
Bridging Model-Based Optimization and Generative Modeling via Conservative Fine-Tuning of Diffusion Models Masatoshi Uehara Yulai Zhao Ehsan Hajiramezanali Gabriele Scalia Gökçen Eraslan Avantika Lal Sergey Levine Tommaso Biancalani 133 16 0 30 May 2024
Don't drop your samples! Coherence-aware training benefits Conditional diffusion Nicolas Dufour Victor Besnier Vicky Kalogeiton David Picard DiffM 139 2 0 30 May 2024
Predicting Long-Term Human Behaviors in Discrete Representations via Physics-Guided Diffusion Zhitian Zhang Anjian Li Angelica Lim Mo Chen 84 3 0 29 May 2024
Going beyond Compositions, DDPMs Can Produce Zero-Shot Interpolations Justin Deschenaux Igor Krawczuk Grigorios G. Chrysos Volkan Cevher DiffM 90 3 0 29 May 2024
Patch-enhanced Mask Encoder Prompt Image Generation Shusong Xu Peiye Liu DiffM 45 0 0 29 May 2024
Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching Yasi Zhang Peiyu Yu Yaxuan Zhu Yingshan Chang Feng Gao Yingnian Wu Oscar Leong 182 12 0 29 May 2024
T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback Jiachen Li Weixi Feng Tsu-Jui Fu Xinyi Wang Sugato Basu Wenhu Chen William Y. Wang VGen 97 34 0 29 May 2024
SketchDeco: Decorating B&W Sketches with Colour Chaitat Utintu Pinaki Nath Chowdhury Aneeshan Sain Subhadeep Koley A. Bhunia Yi-Zhe Song DiffM 69 3 0 29 May 2024
Multi-Condition Latent Diffusion Network for Scene-Aware Neural Human Motion Prediction Xuehao Gao Yang Yang Yang Wu Shaoyi Du Guo-Jun Qi DiffM 3DH 94 6 0 29 May 2024
Learning Diffeomorphism for Image Registration with Time-Continuous Networks using Semigroup Regularization Mohammadjavad Matinkia Nilanjan Ray MedIm 93 0 0 29 May 2024
MemControl: Mitigating Memorization in Diffusion Models via Automated Parameter Selection Raman Dutt Pedro Sanchez Ondrej Bohdal Sotirios A. Tsaftaris Timothy M. Hospedales MedIm 150 2 0 29 May 2024
Model-Based Diffusion for Trajectory Optimization Chaoyi Pan Zeji Yi Guanya Shi Guannan Qu 101 13 0 28 May 2024
DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention Lianghui Zhu Zilong Huang Bencheng Liao Jun Hao Liew Hanshu Yan Jiashi Feng Xinggang Wang 138 17 0 28 May 2024
AlignIQL: Policy Alignment in Implicit Q-Learning through Constrained Optimization Longxiang He Li Shen Junbo Tan Xueqian Wang 113 4 0 28 May 2024
ToonCrafter: Generative Cartoon Interpolation Jinbo Xing Hanyuan Liu Menghan Xia Yong Zhang Xintao Wang Ying Shan Tien-Tsin Wong 121 33 0 28 May 2024
Improving Discrete Diffusion Models via Structured Preferential Generation Severi Rissanen Markus Heinonen Arno Solin DiffM 82 1 0 28 May 2024
Resisting Stochastic Risks in Diffusion Planners with the Trajectory Aggregation Tree Lang Feng Pengjie Gu Jingyi Wang Gang Pan 95 4 0 28 May 2024