Image-Free Timestep Distillation via Continuous-Time Consistency with Trajectory-Sampled Pairs
Fuente:
arXiv
Saved in:
| Main Authors: | Tang, Bao, Zhang, Shuai, Zhu, Yueting, Xiang, Jijun, Yang, Xin, Yu, Li, Liu, Wenyu, Wang, Xinggang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DeltaMIL: Gated Memory Integration for Efficient and Discriminative Whole Slide Image Analysis
by: Zhu, Yueting, et al.
Published: (2025)
by: Zhu, Yueting, et al.
Published: (2025)
MobileI2V: Fast and High-Resolution Image-to-Video on Mobile Devices
by: Zhang, Shuai, et al.
Published: (2025)
by: Zhang, Shuai, et al.
Published: (2025)
Target-Driven Distillation: Consistency Distillation with Target Timestep Selection and Decoupled Guidance
by: Wang, Cunzheng, et al.
Published: (2024)
by: Wang, Cunzheng, et al.
Published: (2024)
Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization
by: Miao, Zichen, et al.
Published: (2024)
by: Miao, Zichen, et al.
Published: (2024)
SVDC: Consistent Direct Time-of-Flight Video Depth Completion with Frequency Selective Fusion
by: Zhu, Xuan, et al.
Published: (2025)
by: Zhu, Xuan, et al.
Published: (2025)
PixelHacker: Image Inpainting with Structural and Semantic Consistency
by: Xu, Ziyang, et al.
Published: (2025)
by: Xu, Ziyang, et al.
Published: (2025)
Trajectory Consistency Distillation: Improved Latent Consistency Distillation by Semi-Linear Consistency Function with Trajectory Mapping
by: Zheng, Jianbin, et al.
Published: (2024)
by: Zheng, Jianbin, et al.
Published: (2024)
STP4D: Spatio-Temporal-Prompt Consistent Modeling for Text-to-4D Gaussian Splatting
by: Deng, Yunze, et al.
Published: (2025)
by: Deng, Yunze, et al.
Published: (2025)
Matte Anything: Interactive Natural Image Matting with Segment Anything Models
by: Yao, Jingfeng, et al.
Published: (2023)
by: Yao, Jingfeng, et al.
Published: (2023)
Large Scale Diffusion Distillation via Score-Regularized Continuous-Time Consistency
by: Zheng, Kaiwen, et al.
Published: (2025)
by: Zheng, Kaiwen, et al.
Published: (2025)
GaraMoSt: Parallel Multi-Granularity Motion and Structural Modeling for Efficient Multi-Frame Interpolation in DSA Images
by: Xu, Ziyang, et al.
Published: (2024)
by: Xu, Ziyang, et al.
Published: (2024)
PersonViT: Large-scale Self-supervised Vision Transformer for Person Re-Identification
by: Hu, Bin, et al.
Published: (2024)
by: Hu, Bin, et al.
Published: (2024)
Turbo-VAED: Fast and Stable Transfer of Video-VAEs to Mobile Devices
by: Zou, Ya, et al.
Published: (2025)
by: Zou, Ya, et al.
Published: (2025)
KD-DETR: Knowledge Distillation for Detection Transformer with Consistent Distillation Points Sampling
by: Wang, Yu, et al.
Published: (2022)
by: Wang, Yu, et al.
Published: (2022)
Multimodal Mamba: Decoder-only Multimodal State Space Model via Quadratic to Linear Distillation
by: Liao, Bencheng, et al.
Published: (2025)
by: Liao, Bencheng, et al.
Published: (2025)
DEPTHOR: Depth Enhancement from a Practical Light-Weight dToF Sensor and RGB Image
by: Xiang, Jijun, et al.
Published: (2025)
by: Xiang, Jijun, et al.
Published: (2025)
Beyond the Golden Data: Resolving the Motion-Vision Quality Dilemma via Timestep Selective Training
by: Luo, Xiangyang, et al.
Published: (2026)
by: Luo, Xiangyang, et al.
Published: (2026)
TOGS: Gaussian Splatting with Temporal Opacity Offset for Real-Time 4D DSA Rendering
by: Zhang, Shuai, et al.
Published: (2024)
by: Zhang, Shuai, et al.
Published: (2024)
Map-Free Trajectory Prediction with Map Distillation and Hierarchical Encoding
by: Liu, Xiaodong, et al.
Published: (2024)
by: Liu, Xiaodong, et al.
Published: (2024)
Training-Free Video Editing via Optical Flow-Enhanced Score Distillation
by: Zhu, Lianghan, et al.
Published: (2024)
by: Zhu, Lianghan, et al.
Published: (2024)
Single Trajectory Distillation for Accelerating Image and Video Style Transfer
by: Xu, Sijie, et al.
Published: (2024)
by: Xu, Sijie, et al.
Published: (2024)
Gait Recognition via Collaborating Discriminative and Generative Diffusion Models
by: Xiong, Haijun, et al.
Published: (2025)
by: Xiong, Haijun, et al.
Published: (2025)
Dynamic 2D Gaussians: Geometrically Accurate Radiance Fields for Dynamic Objects
by: Zhang, Shuai, et al.
Published: (2024)
by: Zhang, Shuai, et al.
Published: (2024)
TransLight: Image-Guided Customized Lighting Control with Generative Decoupling
by: Li, Zongming, et al.
Published: (2025)
by: Li, Zongming, et al.
Published: (2025)
Elucidating the Preconditioning in Consistency Distillation
by: Zheng, Kaiwen, et al.
Published: (2025)
by: Zheng, Kaiwen, et al.
Published: (2025)
DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample
by: Yin, Wenting, et al.
Published: (2025)
by: Yin, Wenting, et al.
Published: (2025)
OmniMamba: Efficient and Unified Multimodal Understanding and Generation via State Space Models
by: Zou, Jialv, et al.
Published: (2025)
by: Zou, Jialv, et al.
Published: (2025)
Distilling Vision-Language Foundation Models: A Data-Free Approach via Prompt Diversification
by: Xuan, Yunyi, et al.
Published: (2024)
by: Xuan, Yunyi, et al.
Published: (2024)
QArtSR: Quantization via Reverse-Module and Timestep-Retraining in One-Step Diffusion based Image Super-Resolution
by: Zhu, Libo, et al.
Published: (2025)
by: Zhu, Libo, et al.
Published: (2025)
YOLO-World: Real-Time Open-Vocabulary Object Detection
by: Cheng, Tianheng, et al.
Published: (2024)
by: Cheng, Tianheng, et al.
Published: (2024)
High-Order Progressive Trajectory Matching for Medical Image Dataset Distillation
by: Dong, Le, et al.
Published: (2025)
by: Dong, Le, et al.
Published: (2025)
MolSight: Optical Chemical Structure Recognition with SMILES Pretraining, Multi-Granularity Learning and Reinforcement Learning
by: Zhang, Wenrui, et al.
Published: (2025)
by: Zhang, Wenrui, et al.
Published: (2025)
MaTVLM: Hybrid Mamba-Transformer for Efficient Vision-Language Modeling
by: Li, Yingyue, et al.
Published: (2025)
by: Li, Yingyue, et al.
Published: (2025)
Causality-inspired Discriminative Feature Learning in Triple Domains for Gait Recognition
by: Xiong, Haijun, et al.
Published: (2024)
by: Xiong, Haijun, et al.
Published: (2024)
Cross-Layer Attentive Feature Upsampling for Low-latency Semantic Segmentation
by: Cheng, Tianheng, et al.
Published: (2026)
by: Cheng, Tianheng, et al.
Published: (2026)
FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification
by: Yao, Jingfeng, et al.
Published: (2024)
by: Yao, Jingfeng, et al.
Published: (2024)
Residual-Conditioned Optimal Transport: Towards Structure-Preserving Unpaired and Paired Image Restoration
by: Tang, Xiaole, et al.
Published: (2024)
by: Tang, Xiaole, et al.
Published: (2024)
TASR: Timestep-Aware Diffusion Model for Image Super-Resolution
by: Lin, Qinwei, et al.
Published: (2024)
by: Lin, Qinwei, et al.
Published: (2024)
WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition
by: Zhu, Lianghui, et al.
Published: (2024)
by: Zhu, Lianghui, et al.
Published: (2024)
Taming Consistency Distillation for Accelerated Human Image Animation
by: Wang, Xiang, et al.
Published: (2025)
by: Wang, Xiang, et al.
Published: (2025)
Similar Items
-
DeltaMIL: Gated Memory Integration for Efficient and Discriminative Whole Slide Image Analysis
by: Zhu, Yueting, et al.
Published: (2025) -
MobileI2V: Fast and High-Resolution Image-to-Video on Mobile Devices
by: Zhang, Shuai, et al.
Published: (2025) -
Target-Driven Distillation: Consistency Distillation with Target Timestep Selection and Decoupled Guidance
by: Wang, Cunzheng, et al.
Published: (2024) -
Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization
by: Miao, Zichen, et al.
Published: (2024) -
SVDC: Consistent Direct Time-of-Flight Video Depth Completion with Frequency Selective Fusion
by: Zhu, Xuan, et al.
Published: (2025)