ProtoFlow: Mitigating Forgetting in Class-Incremental Remote Sensing Segmentation via Low-Curvature Prototype Flow
Fuente:
arXiv
Saved in:
| Main Authors: | Wu, Jiekai, Fu, Rong, Li, Chuangqi, Zhang, Zijian, Wu, Guangxin, Zhang, Hao, Lin, Shiyin, Ni, Jianyuan, Li, Yang, Zhang, Dongxu, Gandomi, Amir H., Fong, Simon, Feng, Pengbin |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ProtoFlow: Interpretable and Robust Surgical Workflow Modeling with Learned Dynamic Scene Graph Prototypes
by: Holm, Felix, et al.
Published: (2025)
by: Holm, Felix, et al.
Published: (2025)
SwiftGS: Episodic Priors for Immediate Satellite Surface Recovery
by: Fu, Rong, et al.
Published: (2026)
by: Fu, Rong, et al.
Published: (2026)
SubQuad: Near-Quadratic-Free Structure Inference with Distribution-Balanced Objectives in Adaptive Receptor framework
by: Fu, Rong, et al.
Published: (2026)
by: Fu, Rong, et al.
Published: (2026)
MLFCIL: A Multi-Level Forgetting Mitigation Framework for Federated Class-Incremental Learning in LEO Satellites
by: Zhang, Heng, et al.
Published: (2026)
by: Zhang, Heng, et al.
Published: (2026)
Defying Imbalanced Forgetting in Class Incremental Learning
by: Xu, Shixiong, et al.
Published: (2024)
by: Xu, Shixiong, et al.
Published: (2024)
Dual‐Domain Fusion Attention Network for Remote Sensing Image Dehazing
by: Shiyin Qiu, et al.
Published: (2025)
by: Shiyin Qiu, et al.
Published: (2025)
MCF-VC: Mitigate Catastrophic Forgetting in Class-Incremental Learning for Multimodal Video Captioning
by: Xiong, Huiyu, et al.
Published: (2024)
by: Xiong, Huiyu, et al.
Published: (2024)
ProtoGuard-guided PROPEL: Class-Aware Prototype Enhancement and Progressive Labeling for Incremental 3D Point Cloud Segmentation
by: Li, Haosheng, et al.
Published: (2025)
by: Li, Haosheng, et al.
Published: (2025)
Research on dynamic analysis and prediction model of tennis match based on Bayesian probability and analytic Hierarchy process
by: Li, Chuangqi
Published: (2024)
by: Li, Chuangqi
Published: (2024)
Adaptive Prototype Replay for Class Incremental Semantic Segmentation
by: Zhu, Guilin, et al.
Published: (2024)
by: Zhu, Guilin, et al.
Published: (2024)
Class Incremental Medical Image Segmentation via Prototype-Guided Calibration and Dual-Aligned Distillation
by: Zhu, Shengqian, et al.
Published: (2025)
by: Zhu, Shengqian, et al.
Published: (2025)
Non-Forgetting Knowledge Allocation with Bi-level Competition for Class-Incremental Learning
by: Tan, Xiang, et al.
Published: (2026)
by: Tan, Xiang, et al.
Published: (2026)
Towards Realistic Class-Incremental Learning with Free-Flow Increments
by: Xu, Zhiming, et al.
Published: (2026)
by: Xu, Zhiming, et al.
Published: (2026)
Bias Mitigating Few-Shot Class-Incremental Learning
by: Zhao, Li-Jun, et al.
Published: (2024)
by: Zhao, Li-Jun, et al.
Published: (2024)
PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning
by: Guo, Haiyang, et al.
Published: (2024)
by: Guo, Haiyang, et al.
Published: (2024)
Uniqueness and Symmetry of Self-Similar Solutions of Curvature Flows in Warped Product Spaces
by: Fong, Frederick Tsz-Ho
Published: (2024)
by: Fong, Frederick Tsz-Ho
Published: (2024)
Multi-Granularity Class Prototype Topology Distillation for Class-Incremental Source-Free Unsupervised Domain Adaptation
by: Deng, Peihua, et al.
Published: (2024)
by: Deng, Peihua, et al.
Published: (2024)
Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector
by: Wu, Qirui, et al.
Published: (2025)
by: Wu, Qirui, et al.
Published: (2025)
All-Altermagnetic Tunnel Junction of RuO2/NiF2/RuO2
by: Zhang, Long, et al.
Published: (2025)
by: Zhang, Long, et al.
Published: (2025)
Closing the Oracle Gap: Increment Vector Transformation for Class Incremental Learning
by: Qiu, Zihuan, et al.
Published: (2025)
by: Qiu, Zihuan, et al.
Published: (2025)
Type II Singularities of Lagrangian Mean Curvature Flow with Zero Maslov Class
by: Li, Xiang, et al.
Published: (2024)
by: Li, Xiang, et al.
Published: (2024)
Mitigating Catastrophic Forgetting in the Incremental Learning of Medical Images
by: Yavari, Sara, et al.
Published: (2025)
by: Yavari, Sara, et al.
Published: (2025)
Task Consistent Prototype Learning for Incremental Few-shot Semantic Segmentation
by: Xu, Wenbo, et al.
Published: (2024)
by: Xu, Wenbo, et al.
Published: (2024)
ProtoReasoning: Prototypes as the Foundation for Generalizable Reasoning in LLMs
by: He, Feng, et al.
Published: (2025)
by: He, Feng, et al.
Published: (2025)
Overcoming the Curvature Bottleneck in MeanFlow
by: Zhang, Xinxi, et al.
Published: (2025)
by: Zhang, Xinxi, et al.
Published: (2025)
Understanding Imbalanced Forgetting in Rehearsal-Based Class-Incremental Learning
by: Tamajo, Alberto, et al.
Published: (2026)
by: Tamajo, Alberto, et al.
Published: (2026)
Controllable Forgetting Mechanism for Few-Shot Class-Incremental Learning
by: Paramonov, Kirill, et al.
Published: (2025)
by: Paramonov, Kirill, et al.
Published: (2025)
On a Class of Fully Nonlinear Curvature Flows in Hyperbolic Space
by: Hong, Fang
Published: (2021)
by: Hong, Fang
Published: (2021)
Federated Class-Incremental Learning with Hierarchical Generative Prototypes
by: Salami, Riccardo, et al.
Published: (2024)
by: Salami, Riccardo, et al.
Published: (2024)
Learning Domain- and Class-Disentangled Prototypes for Domain-Generalized EEG Emotion Recognition
by: Li, Guangli, et al.
Published: (2025)
by: Li, Guangli, et al.
Published: (2025)
Proto-Former: Unified Facial Landmark Detection by Prototype Transformer
by: Hu, Shengkai, et al.
Published: (2025)
by: Hu, Shengkai, et al.
Published: (2025)
ProtoNAM: Prototypical Neural Additive Models for Interpretable Deep Tabular Learning
by: Xiong, Guangzhi, et al.
Published: (2024)
by: Xiong, Guangzhi, et al.
Published: (2024)
ProtoGS: Efficient and High-Quality Rendering with 3D Gaussian Prototypes
by: Gao, Zhengqing, et al.
Published: (2025)
by: Gao, Zhengqing, et al.
Published: (2025)
ZeroFlow: Overcoming Catastrophic Forgetting is Easier than You Think
by: Feng, Tao, et al.
Published: (2025)
by: Feng, Tao, et al.
Published: (2025)
Enhancing Pre-Trained Model-Based Class-Incremental Learning through Neural Collapse
by: He, Kun, et al.
Published: (2025)
by: He, Kun, et al.
Published: (2025)
DynProto: Dynamic Prototype Evolution for Out-of-Distribution Detection
by: Wu, Yanqi, et al.
Published: (2026)
by: Wu, Yanqi, et al.
Published: (2026)
ProtoGCD: Unified and Unbiased Prototype Learning for Generalized Category Discovery
by: Ma, Shijie, et al.
Published: (2025)
by: Ma, Shijie, et al.
Published: (2025)
Enhancing Generative Class Incremental Learning Performance with Model Forgetting Approach
by: Togo, Taro, et al.
Published: (2024)
by: Togo, Taro, et al.
Published: (2024)
RefProtoFL: Communication-Efficient Federated Learning via External-Referenced Prototype Alignment
by: Wu, Hongyue, et al.
Published: (2026)
by: Wu, Hongyue, et al.
Published: (2026)
Compositional Few-Shot Class-Incremental Learning
by: Zou, Yixiong, et al.
Published: (2024)
by: Zou, Yixiong, et al.
Published: (2024)
Similar Items
-
ProtoFlow: Interpretable and Robust Surgical Workflow Modeling with Learned Dynamic Scene Graph Prototypes
by: Holm, Felix, et al.
Published: (2025) -
SwiftGS: Episodic Priors for Immediate Satellite Surface Recovery
by: Fu, Rong, et al.
Published: (2026) -
SubQuad: Near-Quadratic-Free Structure Inference with Distribution-Balanced Objectives in Adaptive Receptor framework
by: Fu, Rong, et al.
Published: (2026) -
MLFCIL: A Multi-Level Forgetting Mitigation Framework for Federated Class-Incremental Learning in LEO Satellites
by: Zhang, Heng, et al.
Published: (2026) -
Defying Imbalanced Forgetting in Class Incremental Learning
by: Xu, Shixiong, et al.
Published: (2024)