ReflexFlow: Rethinking Learning Objective for Exposure Bias Alleviation in Flow Matching
Fuente:
arXiv
Saved in:
| Main Authors: | Huang, Guanbo, Mao, Jingjia, Huang, Fanding, Liu, Fengkai, Luo, Xiangyang, Liang, Yaoyuan, Lu, Jiasheng, Wang, Xiaoe, Liu, Pei, Fu, Ruiliu, Huang, Shao-Lun |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture
by: Li, Hui, et al.
Published: (2025)
by: Li, Hui, et al.
Published: (2025)
A High-Dimensional Statistical Method for Optimizing Transfer Quantities in Multi-Source Transfer Learning
by: Zhang, Qingyue, et al.
Published: (2025)
by: Zhang, Qingyue, et al.
Published: (2025)
Neutrophil‐To‐Lymphocyte Ratio in Preterm Premature Rupture of Membranes
by: Xiaoe Jiang, et al.
Published: (2025)
by: Xiaoe Jiang, et al.
Published: (2025)
Exploring Iterative Refinement with Diffusion Models for Video Grounding
by: Liang, Xiao, et al.
Published: (2023)
by: Liang, Xiao, et al.
Published: (2023)
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)
RepFlow: Representation Enhanced Flow Matching for Causal Effect Estimation
by: Xie, Yifei, et al.
Published: (2026)
by: Xie, Yifei, et al.
Published: (2026)
Flow-Matching Based Refiner for Molecular Conformer Generation
by: Xu, Xiangyang, et al.
Published: (2025)
by: Xu, Xiangyang, et al.
Published: (2025)
Recursive Flow Matching
by: Huang, Jiahe, et al.
Published: (2026)
by: Huang, Jiahe, et al.
Published: (2026)
‘A comparative vignette study: Evaluating the potential role of a generative AI model in enhancing clinical decision‐making in nursing’
by: Xiaoe Li, et al.
Published: (2024)
by: Xiaoe Li, et al.
Published: (2024)
Flow Generator Matching
by: Huang, Zemin, et al.
Published: (2024)
by: Huang, Zemin, et al.
Published: (2024)
Unified Optimization of Source Weights and Transfer Quantities in Multi-Source Transfer Learning: An Asymptotic Framework
by: Zhang, Qingyue, et al.
Published: (2026)
by: Zhang, Qingyue, et al.
Published: (2026)
Regularized Schrödinger Bridge: Alleviating Distortion and Exposure Bias in Solving Inverse Problems
by: Yao, Qing, et al.
Published: (2025)
by: Yao, Qing, et al.
Published: (2025)
Reinforcement Learning for Flow-Matching Policies
by: Pfrommer, Samuel, et al.
Published: (2025)
by: Pfrommer, Samuel, et al.
Published: (2025)
GLAND: A Global and Local Attention‐Based Framework for Detecting Small and Non‐Continuous Spatial Domains
by: Liu, Fengkai
Published: (2026)
by: Liu, Fengkai
Published: (2026)
Improving Flow Matching by Aligning Flow Divergence
by: Huang, Yuhao, et al.
Published: (2026)
by: Huang, Yuhao, et al.
Published: (2026)
DTBS: Dual-Teacher Bi-directional Self-training for Domain Adaptation in Nighttime Semantic Segmentation
by: Huang, Fanding, et al.
Published: (2024)
by: Huang, Fanding, et al.
Published: (2024)
Ambiguity-aware Truncated Flow Matching for Ambiguous Medical Image Segmentation
by: Li, Fanding, et al.
Published: (2025)
by: Li, Fanding, et al.
Published: (2025)
Channel Knowledge Map Construction via Guided Flow Matching
by: Huang, Ziyu, et al.
Published: (2026)
by: Huang, Ziyu, et al.
Published: (2026)
Self-Flow-Matching assisted Full Waveform Inversion
by: Huang, Xinquan, et al.
Published: (2026)
by: Huang, Xinquan, et al.
Published: (2026)
Flow Matching based Sequential Recommender Model
by: Liu, Feng, et al.
Published: (2025)
by: Liu, Feng, et al.
Published: (2025)
CurveFlow: Curvature-Guided Flow Matching for Image Generation
by: Luo, Yan, et al.
Published: (2025)
by: Luo, Yan, et al.
Published: (2025)
BokehFlow: Depth-Free Controllable Bokeh Rendering via Flow Matching
by: Huang, Yachuan, et al.
Published: (2025)
by: Huang, Yachuan, et al.
Published: (2025)
SuperFlow: Training Flow Matching Models with RL on the Fly
by: Chen, Kaijie, et al.
Published: (2025)
by: Chen, Kaijie, et al.
Published: (2025)
ForceFlow: Learning to Feel and Act via Contact-Driven Flow Matching
by: Zhang, Shuoheng, et al.
Published: (2026)
by: Zhang, Shuoheng, et al.
Published: (2026)
OFlow: Injecting Object-Aware Temporal Flow Matching for Robust Robotic Manipulation
by: Wang, Kuanning, et al.
Published: (2026)
by: Wang, Kuanning, et al.
Published: (2026)
Gaussian Mixture Flow Matching with Domain Alignment for Multi-Domain Sequential Recommendation
by: Ye, Xiaoxin, et al.
Published: (2025)
by: Ye, Xiaoxin, et al.
Published: (2025)
Graph Generation with Spectral Geodesic Flow Matching
by: Huang, Xikun, et al.
Published: (2025)
by: Huang, Xikun, et al.
Published: (2025)
ParetoFlow: Guided Flows in Multi-Objective Optimization
by: Yuan, Ye, et al.
Published: (2024)
by: Yuan, Ye, et al.
Published: (2024)
Alleviating Sparse Rewards by Modeling Step-Wise and Long-Term Sampling Effects in Flow-Based GRPO
by: Tong, Yunze, et al.
Published: (2026)
by: Tong, Yunze, et al.
Published: (2026)
Unified Number-Free Text-to-Motion Generation Via Flow Matching
by: Huang, Guanhe, et al.
Published: (2026)
by: Huang, Guanhe, et al.
Published: (2026)
The Right Tool for the Job: Matching Active Learning Techniques to Learning Objectives
by: Jacobson, Sarah A., et al.
Published: (2022)
by: Jacobson, Sarah A., et al.
Published: (2022)
Flow Structure and Manning Coefficient in Open‐Channel Flows With Staggered Tall‐Short Vegetation
by: Liu Yameng, et al.
Published: (2026)
by: Liu Yameng, et al.
Published: (2026)
AbFlow : End-to-end Paratope-Centric Antibody Design by Interaction Enhanced Flow Matching
by: Wang, Wenda, et al.
Published: (2026)
by: Wang, Wenda, et al.
Published: (2026)
FMSIM: A Multimodal Flow Matching Framework for Conditional Geomodeling
by: Huang, Jiayuan, et al.
Published: (2026)
by: Huang, Jiayuan, et al.
Published: (2026)
FlowErase-RL: Rethinking Concept Erasure as Reward Optimization in Flow Matching Models
by: Sun, Yi, et al.
Published: (2026)
by: Sun, Yi, et al.
Published: (2026)
Semantic-Space Exploration and Exploitation in RLVR for LLM Reasoning
by: Huang, Fanding, et al.
Published: (2025)
by: Huang, Fanding, et al.
Published: (2025)
Flow Matching from Viewpoint of Proximal Operators
by: Fukumizu, Kenji, et al.
Published: (2026)
by: Fukumizu, Kenji, et al.
Published: (2026)
Semi-Supervised Flow Matching for Mosaiced and Panchromatic Fusion Imaging
by: Luo, Peiming, et al.
Published: (2026)
by: Luo, Peiming, et al.
Published: (2026)
Flow-OPD: On-Policy Distillation for Flow Matching Models
by: Fang, Zhen, et al.
Published: (2026)
by: Fang, Zhen, et al.
Published: (2026)
Mean Masked Autoencoder with Flow-Mixing for Encrypted Traffic Classification
by: Liu, Xiao, et al.
Published: (2026)
by: Liu, Xiao, et al.
Published: (2026)
Similar Items
-
MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture
by: Li, Hui, et al.
Published: (2025) -
A High-Dimensional Statistical Method for Optimizing Transfer Quantities in Multi-Source Transfer Learning
by: Zhang, Qingyue, et al.
Published: (2025) -
Neutrophil‐To‐Lymphocyte Ratio in Preterm Premature Rupture of Membranes
by: Xiaoe Jiang, et al.
Published: (2025) -
Exploring Iterative Refinement with Diffusion Models for Video Grounding
by: Liang, Xiao, et al.
Published: (2023) -
Beyond the Golden Data: Resolving the Motion-Vision Quality Dilemma via Timestep Selective Training
by: Luo, Xiangyang, et al.
Published: (2026)