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Consistency Models

2 March 2023

Papers citing "Consistency Models"

50 / 220 papers shown

Title
Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-Ensembles Xing Shen Hengguan Huang Brennan Nichyporuk Tal Arbel MedIm 136 4 0 01 Jul 2025
Score-based Generative Diffusion Models to Synthesize Full-dose FDG Brain PET from MRI in Epilepsy Patients Jiaqi Wu J. Ouyang Farshad Moradi Mohammad Mehdi Khalighi Greg Zaharchuk DiffM MedIm 19 0 0 01 Jul 2025
Hybrid-Sep: Language-queried audio source separation via pre-trained Model Fusion and Adversarial Diffusion Training Jianyuan Feng Guangzheng Li Yangfei Xu VLM 10 0 0 20 Jun 2025
Schrödinger Bridge Matching for Tree-Structured Costs and Entropic Wasserstein Barycentres Samuel Howard Peter Potaptchik George Deligiannidis OT 28 0 0 20 Jun 2025
RapFlow-TTS: Rapid and High-Fidelity Text-to-Speech with Improved Consistency Flow Matching Hyun Joon Park Jeongmin Liu Jin Sob Kim Jeong Yeol Yang Sung Won Han Eunwoo Song 15 0 0 20 Jun 2025
Fast Training-free Perceptual Image Compression Ziran Zhu Tongda Xu Minye Huang Dailan He Xingtong Ge Xinjie Zhang Ling-Ling Li Yan Wang DiffM 15 0 0 19 Jun 2025
DiffO: Single-step Diffusion for Image Compression at Ultra-Low Bitrates Chanung Park J. Lee Jong Hwan Ko DiffM 15 0 0 19 Jun 2025
VS-Singer: Vision-Guided Stereo Singing Voice Synthesis with Consistency Schrödinger Bridge Zijing Zhao Kai Wang Hao-Ming Huang Ying Hu Liang He J. Yang 24 0 0 19 Jun 2025
Advanced Sign Language Video Generation with Compressed and Quantized Multi-Condition Tokenization Cong Wang Zexuan Deng Zhiwei Jiang Fei Shen Yafeng Yin Shiwei Gan Zifeng Cheng Shiping Ge Qing Gu DiffM SLR VGen 45 0 0 19 Jun 2025
CEED-VLA: Consistency Vision-Language-Action Model with Early-Exit Decoding Wenxuan Song Jiayi Chen Pengxiang Ding Yuxin Huang Han Zhao Donglin Wang Haoang Li 18 0 0 16 Jun 2025
ZipVoice: Fast and High-Quality Zero-Shot Text-to-Speech with Flow Matching Han Zhu Wei Kang Zengwei Yao Liyong Guo Fangjun Kuang Zhaoqing Li Weiji Zhuang Long Lin Daniel Povey 50 0 0 16 Jun 2025
Geometric Regularity in Deterministic Sampling of Diffusion-based Generative Models Defang Chen Zhenyu Zhou C. Wang Siwei Lyu DiffM 67 0 0 11 Jun 2025
Noise Conditional Variational Score Distillation Xinyu Peng Ziyang Zheng Yaoming Wang Han Li Nuowen Kan Wenrui Dai Chenglin Li Junni Zou Hongkai Xiong DiffM 106 0 0 11 Jun 2025
MagCache: Fast Video Generation with Magnitude-Aware Cache Zehong Ma Longhui Wei Feng Wang Shiliang Zhang Q. Tian 42 0 0 10 Jun 2025
Diffusion Counterfactual Generation with Semantic Abduction Rajat Rasal Avinash Kori Fabio De Sousa Ribeiro Tian Xia Ben Glocker DiffM 22 0 0 09 Jun 2025
Accelerating Diffusion Models in Offline RL via Reward-Aware Consistency Trajectory Distillation Xintong Duan Yutong He Fahim Tajwar Ruslan Salakhutdinov J. Zico Kolter J. Schneider OffRL 15 0 0 09 Jun 2025
When Models Know More Than They Can Explain: Quantifying Knowledge Transfer in Human-AI Collaboration Quan Shi Carlos E. Jimenez Shunyu Yao Nick Haber Diyi Yang Karthik Narasimhan 43 0 0 05 Jun 2025
Exploring bidirectional bounds for minimax-training of Energy-based models Cong Geng Jia Wang Li Chen Zhiyong Gao J. Frellsen Søren Hauberg 100 0 0 05 Jun 2025
SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training Jianyi Wang Shanchuan Lin Zhijie Lin Yuxi Ren Meng Wei ... Yang Zhao Ceyuan Yang Xuefeng Xiao Chen Change Loy Lu Jiang DiffM VGen 160 1 0 05 Jun 2025
DCM: Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Zhengyao Lv Chenyang Si Tianlin Pan Zhaoxi Chen Kwan-Yee K. Wong Yu Qiao Ziwei Liu DiffM VGen 46 0 0 03 Jun 2025
Latent Stochastic Interpolants Saurabh Singh Dmitry Lagun DiffM BDL 26 0 0 02 Jun 2025
Psi-Sampler: Initial Particle Sampling for SMC-Based Inference-Time Reward Alignment in Score Models Taehoon Yoon Yunhong Min Kyeongmin Yeo Minhyuk Sung 73 0 0 02 Jun 2025
QuantFace: Low-Bit Post-Training Quantization for One-Step Diffusion Face Restoration Jiatong Li Libo Zhu Haotong Qin Jingkai Wang Linghe Kong Guihai Chen Yulun Zhang Xiaokang Yang DiffM MQ 48 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 34 0 0 31 May 2025
DLM-One: Diffusion Language Models for One-Step Sequence Generation Tianqi Chen Shujian Zhang Mingyuan Zhou 33 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 26 0 0 30 May 2025
Normalizing Flows are Capable Models for RL Raj Ghugare Benjamin Eysenbach OffRL AI4CE 86 0 0 29 May 2025
One-Way Ticket:Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models S. Li Lei Wang Kai Wang Tao Liu J. Xie Joost van de Weijer Fahad Shahbaz Khan Shiqi Yang Yaxing Wang Jian Yang 64 0 0 28 May 2025
Differentiable Solver Search for Fast Diffusion Sampling Shuai Wang Zexian Li Qipeng Zhang Tianhui Song Xubin Li T. Ge Bo Zheng Limin Wang DiffM 119 0 0 27 May 2025
FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities Jin Wang Yao Lai Aoxue Li Shifeng Zhang Jiacheng Sun Ning Kang Chengyue Wu Zhenguo Li Ping Luo 72 2 0 26 May 2025
FLEX: A Backbone for Diffusion-Based Modeling of Spatio-temporal Physical Systems N. Benjamin Erichson Vinicius Mikuni Dongwei Lyu Yang Gao Omri Azencot Soon Hoe Lim Michael W. Mahoney AI4CE 898 0 0 23 May 2025
Accelerating Learned Image Compression Through Modeling Neural Training Dynamics Yichi Zhang Zhihao Duan Yuning Huang Fengqing Zhu 237 0 0 23 May 2025
A Minimalist Method for Fine-tuning Text-to-Image Diffusion Models Yanting Miao William Loh Suraj Kothawade Pacal Poupart 45 0 0 23 May 2025
Learning to Integrate Diffusion ODEs by Averaging the Derivatives Wenze Liu Xiangyu Yue 80 0 0 20 May 2025
One-Step Offline Distillation of Diffusion-based Models via Koopman Modeling Nimrod Berman Ilan Naiman Moshe Eliasof Hedi Zisling Omri Azencot DiffM OffRL 82 0 0 19 May 2025
Training Latent Diffusion Models with Interacting Particle Algorithms Tim Y. J. Wang Juan Kuntz O. Deniz Akyildiz 118 0 0 18 May 2025
Mini Diffuser: Fast Multi-task Diffusion Policy Training Using Two-level Mini-batches Yutong Hu Pinhao Song Kehan Wen Renaud Detry VLM 72 0 0 14 May 2025
Fast Text-to-Audio Generation with Adversarial Post-Training Cheng-i Wang Zach Evans Zack Zukowski Josiah Taylor CJ Carr ... Adnan Al-Sinan Gian Marco Iodice Julian McAuley Taylor Berg-Kirkpatrick Jordi Pons 125 0 0 13 May 2025
You Only Look One Step: Accelerating Backpropagation in Diffusion Sampling with Gradient Shortcuts Hongkun Dou Zeyu Li Xingyu Jiang Haoyang Li Lijun Yang Wen Yao Yue Deng DiffM 234 0 0 12 May 2025
Near-Field Channel Estimation for XL-MIMO: A Deep Generative Model Guided by Side Information Zhenzhou Jin Li You Derrick Wing Kwan Ng Xiang-Gen Xia Xiqi Gao 94 2 0 11 May 2025
Accelerating Diffusion Transformer via Increment-Calibrated Caching with Channel-Aware Singular Value Decomposition Zhiyuan Chen Keyi Li Yifan Jia Le Ye Yufei Ma DiffM 80 0 0 09 May 2025
Diffusion Models are Secretly Exchangeable: Parallelizing DDPMs via Autospeculation Hengyuan Hu Aniket Das Dorsa Sadigh Nima Anari DiffM 70 0 0 06 May 2025
No Other Representation Component Is Needed: Diffusion Transformers Can Provide Representation Guidance by Themselves Dengyang Jiang Mengmeng Wang Liuzhuozheng Li Lei Zhang Haoyu Wang Wei Wei Guang Dai Yanning Zhang Jingdong Wang DiffM 111 0 0 05 May 2025
Distilling Two-Timed Flow Models by Separately Matching Initial and Terminal Velocities Pramook Khungurn Pratch Piyawongwisal Sira Sriswadi Supasorn Suwajanakorn 146 0 0 02 May 2025
Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Nishant Jain Xunpeng Huang Yian Ma Tong Zhang 110 0 0 02 May 2025
Fast Flow-based Visuomotor Policies via Conditional Optimal Transport Couplings Andreas Sochopoulos Nikolay Malkin Nikolaos Tsagkas João Moura Michael Gienger S. Vijayakumar 88 1 0 02 May 2025
Integration Flow Models Jingjing Wang Dan Zhang Joshua Luo Yin Yang Feng Luo 453 0 0 28 Apr 2025
Novel Concept-Oriented Synthetic Data approach for Training Generative AI-Driven Crystal Grain Analysis Using Diffusion Model Ahmed Sobhi Saleh Kristof Croes Hajdin Ceric Ingrid De Wolf Houman Zahedmanesh DiffM 78 0 0 21 Apr 2025
DRAGON: Distributional Rewards Optimize Diffusion Generative Models Yatong Bai Jonah Casebeer Somayeh Sojoudi Nicholas J. Bryan DiffM VLM 111 1 0 21 Apr 2025
Packing Input Frame Context in Next-Frame Prediction Models for Video Generation Lvmin Zhang Maneesh Agrawala DiffM VGen 163 12 0 17 Apr 2025