v1v2 (latest)

Trajectory Consistency Distillation: Improved Latent Consistency Distillation by Semi-Linear Consistency Function with Trajectory Mapping

29 February 2024

ArXiv (abs)PDF HTML HuggingFace (16 upvotes)

Papers citing "Trajectory Consistency Distillation: Improved Latent Consistency Distillation by Semi-Linear Consistency Function with Trajectory Mapping"

23 / 23 papers shown

Title
Flash-DMD: Towards High-Fidelity Few-Step Image Generation with Efficient Distillation and Joint Reinforcement Learning Guanjie Chen Shirui Huang Kai Liu J. Zhu Xiaoye Qu Peng Chen Yu Cheng Yifu Sun 92 0 0 25 Nov 2025
Masked Auto-Regressive Variational Acceleration: Fast Inference Makes Practical Reinforcement Learning Yuxuan Gu Weimin Bai Yifei Wang Weijian Luo H. Sun DiffM OffRL 199 0 0 19 Nov 2025
UniLumos: Fast and Unified Image and Video Relighting with Physics-Plausible Feedback Ropeway Liu Hangjie Yuan B. Dong Jiazheng Xing Jinwang Wang Rui Zhao Yan Xing Weihua Chen F. Wang VGen 90 0 0 03 Nov 2025
EchoDistill: Bidirectional Concept Distillation for One-Step Diffusion Personalization Yixiong Yang Tao Wu Senmao Li Shiqi Yang Yaxing Wang Joost van de Weijer Kai Wang DiffM 97 0 0 23 Oct 2025
A multi-temporal multi-spectral attention-augmented deep convolution neural network with contrastive learning for crop yield predictionComputers and Electronics in Agriculture (CEA), 2025 Shalini Dangi Surya Karthikeya Mullapudi Chandravardhan Singh Raghaw Shahid Shafi Dar Mohammad Zia Ur Rehman Nagendra Kumar 100 2 0 19 Sep 2025
Q-Sched: Pushing the Boundaries of Few-Step Diffusion Models with Quantization-Aware Scheduling N. Frumkin Diana Marculescu DiffM MQ VLM 97 0 0 01 Sep 2025
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 236 3 0 03 Jun 2025
One-Way Ticket:Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2025 S. Li Lei Wang Kai Wang Tao Liu J. Xie Joost van de Weijer Fahad Shahbaz Khan Shiqi Yang Yaxing Wang Zhiqiang Wang 207 4 0 28 May 2025
Differentiable Solver Search for Fast Diffusion Sampling Shuai Wang Zexian Li Qipeng Zhang Tianhui Song Xubin Li Bo Xiao Bo Zheng Limin Wang DiffM 228 2 0 27 May 2025
Normalized Attention Guidance: Universal Negative Guidance for Diffusion Models Dar-Yen Chen Hmrishav Bandyopadhyay Kai Zou Yi-Zhe Song 338 4 0 27 May 2025
RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow TrajectoriesComputer Vision and Pattern Recognition (CVPR), 2025 Huiyang Shao Xin Xia Yanting Yang Yuxi Ren Xing Wang Xuefeng Xiao 293 9 0 10 Mar 2025
PLADIS: Pushing the Limits of Attention in Diffusion Models at Inference Time by Leveraging Sparsity Kwanyoung Kim Byeongsu Sim DiffM VLM 326 1 0 10 Mar 2025
Improved Training Technique for Latent Consistency ModelsInternational Conference on Learning Representations (ICLR), 2025 Quan Dao Khanh Doan Di Liu Trung Le Dimitris N. Metaxas 354 9 0 03 Feb 2025
FADA: Fast Diffusion Avatar Synthesis with Mixed-Supervised Multi-CFG DistillationComputer Vision and Pattern Recognition (CVPR), 2024 Tianyun Zhong Chao Liang Jianwen Jiang Gaojie Lin Jiaqi Yang Zhou Zhao DiffM 395 3 0 22 Dec 2024
David and Goliath: Small One-step Model Beats Large Diffusion with Score Post-training Weijian Luo C. Zhang Debing Zhang Zhengyang Geng 281 4 0 28 Oct 2024
Diff-Instruct++: Training One-step Text-to-image Generator Model to Align with Human Preferences Weijian Luo EGVM 276 18 0 24 Oct 2024
OSV: One Step is Enough for High-Quality Image to Video GenerationComputer Vision and Pattern Recognition (CVPR), 2024 Xiaofeng Mao Zhengkai Jiang Fu-Yun Wang Wenbing Zhu Hao Chen Mingmin Chi Yabiao Wang Wenhan Luo DiffM VGen 314 21 0 17 Sep 2024
Connecting Consistency Distillation to Score Distillation for Text-to-3D Generation Zong-Han Li Minghui Hu Qian Zheng Xudong Jiang DiffM 149 16 0 18 Jul 2024
DITTO-2: Distilled Diffusion Inference-Time T-Optimization for Music Generation Cheng-i Wang Julian McAuley Taylor Berg-Kirkpatrick Nicholas J. Bryan 288 24 0 30 May 2024
Improved Distribution Matching Distillation for Fast Image Synthesis Tianwei Yin Michael Gharbi Taesung Park Richard Zhang Eli Shechtman Frédo Durand William T. Freeman DiffM 347 260 0 23 May 2024
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data Yiyuan Yang Ming Jin Haomin Wen Chaoli Zhang Yuxuan Liang ... Cheng-Ming Liu Bin Yang Zenglin Xu Jiang Bian Shirui Pan AI4TS DiffM SyDa 405 77 0 29 Apr 2024
Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis Yuxi Ren Xin Xia Yanzuo Lu Jiacheng Zhang Jie Wu Pan Xie Xing Wang Xuefeng Xiao 454 113 0 21 Apr 2024
DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic ModelsMachine Intelligence Research (MIR), 2022 Cheng Lu Yuhao Zhou Fan Bao Jianfei Chen Chongxuan Li Jun Zhu DiffM 606 794 0 02 Nov 2022