Cover Image

The Velocity Deficit: Initial Energy Injection for Flow Matching

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Linze, Hong, Zong-Wei, Zhang, Shen, Lin, Bo, Li, Jinglun, Tang, Yao, Liang, Jiajun
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

VeCoR -- Velocity Contrastive Regularization for Flow Matching
by: Hong, Zong-Wei, et al.
Published: (2025)

Optimizing Knowledge Distillation in Transformers: Enabling Multi-Head Attention without Alignment Barriers
by: Bing, Zhaodong, et al.
Published: (2025)

Stable Velocity: A Variance Perspective on Flow Matching
by: Yang, Donglin, et al.
Published: (2026)

Consistency Flow Matching: Defining Straight Flows with Velocity Consistency
by: Yang, Ling, et al.
Published: (2024)

InjectFlow: Weak Guides Strong via Orthogonal Injection for Flow Matching
by: Wang, Dayu, et al.
Published: (2026)

Synthesizing Near-Boundary OOD Samples for Out-of-Distribution Detection
by: Li, Jinglun, et al.
Published: (2025)

LEDiT: Your Length-Extrapolatable Diffusion Transformer without Positional Encoding
by: Zhang, Shen, et al.
Published: (2025)

Flow Diverse and Efficient: Learning Momentum Flow Matching via Stochastic Velocity Field Sampling
by: Ma, Zhiyuan, et al.
Published: (2025)

SuperFlow: Training Flow Matching Models with RL on the Fly
by: Chen, Kaijie, et al.
Published: (2025)

MegActor: Harness the Power of Raw Video for Vivid Portrait Animation
by: Yang, Shurong, et al.
Published: (2024)

Flow Mismatching: Unsupervised Anomaly Detection via Velocity Discrepancies in Flow Matching Models
by: Chen, Shengzhe, et al.
Published: (2026)

LayerCache: Exploiting Layer-wise Velocity Heterogeneity for Efficient Flow Matching Inference
by: Li, Guandong
Published: (2026)

Flow-GRPO: Training Flow Matching Models via Online RL
by: Liu, Jie, et al.
Published: (2025)

Flow Distillation Sampling: Regularizing 3D Gaussians with Pre-trained Matching Priors
by: Chen, Lin-Zhuo, et al.
Published: (2025)

MegActor-$Σ$: Unlocking Flexible Mixed-Modal Control in Portrait Animation with Diffusion Transformer
by: Yang, Shurong, et al.
Published: (2024)

Autoregressive Flow Matching for Motion Prediction
by: Xie, Johnathan, et al.
Published: (2025)

FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities
by: Wang, Jin, et al.
Published: (2025)

Beyond Optimal Transport: Model-Aligned Coupling for Flow Matching
by: Lin, Yexiong, et al.
Published: (2025)

Reading Relevant Feature from Global Representation Memory for Visual Object Tracking
by: Zhou, Xinyu, et al.
Published: (2024)

HiDiffusion: Unlocking Higher-Resolution Creativity and Efficiency in Pretrained Diffusion Models
by: Zhang, Shen, et al.
Published: (2023)

BokehFlow: Depth-Free Controllable Bokeh Rendering via Flow Matching
by: Huang, Yachuan, et al.
Published: (2025)

FMVP: Masked Flow Matching for Adversarial Video Purification
by: Tang, Duoxun, et al.
Published: (2026)

RGM: A Robust Generalizable Matching Model
by: Zhang, Songyan, et al.
Published: (2023)

Improving Facial Landmark Detection Accuracy and Efficiency with Knowledge Distillation
by: Hong, Zong-Wei, et al.
Published: (2024)

FlowAR: Scale-wise Autoregressive Image Generation Meets Flow Matching
by: Ren, Sucheng, et al.
Published: (2024)

Online Reward-Weighted Fine-Tuning of Flow Matching with Wasserstein Regularization
by: Fan, Jiajun, et al.
Published: (2025)

VideoPure: Diffusion-based Adversarial Purification for Video Recognition
by: Jiang, Kaixun, et al.
Published: (2025)

Enhancing Diffusion-based Unrestricted Adversarial Attacks via Adversary Preferences Alignment
by: Jiang, Kaixun, et al.
Published: (2025)

Time-reversed Flow Matching with Worst Transport in High-dimensional Latent Space for Image Anomaly Detection
by: Li, Liangwei, et al.
Published: (2025)

GoalFlow: Goal-Driven Flow Matching for Multimodal Trajectories Generation in End-to-End Autonomous Driving
by: Xing, Zebin, et al.
Published: (2025)

FluxFlow: Conservative Flow-Matching for Astronomical Image Super-Resolution
by: Liu, Shuhong, et al.
Published: (2026)

Frequency-Aware Flow Matching for High-Quality Image Generation
by: Ren, Sucheng, et al.
Published: (2026)

FlowRAM: Grounding Flow Matching Policy with Region-Aware Mamba Framework for Robotic Manipulation
by: Wang, Sen, et al.
Published: (2025)

Livatar-1: Real-Time Talking Heads Generation with Tailored Flow Matching
by: Liu, Haiyang, et al.
Published: (2025)

ClickVOS: Click Video Object Segmentation
by: Guo, Pinxue, et al.
Published: (2024)

TENet: Targetness Entanglement Incorporating with Multi-Scale Pooling and Mutually-Guided Fusion for RGB-E Object Tracking
by: Shao, Pengcheng, et al.
Published: (2024)

ProReflow: Progressive Reflow with Decomposed Velocity
by: Ke, Lei, et al.
Published: (2025)

Path-Decoupled Hyperbolic Flow Matching for Few-Shot Adaptation
by: Li, Lin, et al.
Published: (2026)

LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration
by: Zhang, Gaojing, et al.
Published: (2024)

Ambiguity-aware Truncated Flow Matching for Ambiguous Medical Image Segmentation
by: Li, Fanding, et al.
Published: (2025)