Cover Image

StPR: Spatiotemporal Preservation and Routing for Exemplar-Free Video Class-Incremental Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Huaijie, Cheng, De, Li, Guozhang, Xu, Zhipeng, He, Lingfeng, Li, Jie, Wang, Nannan, Gao, Xinbo
Format:	Preprint
Published:	2025
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

EKPC: Elastic Knowledge Preservation and Compensation for Class-Incremental Learning
by: Wang, Huaijie, et al.
Published: (2025)

Task-Driven Subspace Decomposition for Knowledge Sharing and Isolation in LoRA-based Continual Learning
by: He, Lingfeng, et al.
Published: (2026)

EtC: Temporal Boundary Expand then Clarify for Weakly Supervised Video Grounding with Multimodal Large Language Model
by: Li, Guozhang, et al.
Published: (2023)

CKAA: Cross-subspace Knowledge Alignment and Aggregation for Robust Continual Learning
by: He, Lingfeng, et al.
Published: (2025)

Harnessing Textual Semantic Priors for Knowledge Transfer and Refinement in CLIP-Driven Continual Learning
by: He, Lingfeng, et al.
Published: (2025)

Exploring Homogeneous and Heterogeneous Consistent Label Associations for Unsupervised Visible-Infrared Person ReID
by: He, Lingfeng, et al.
Published: (2024)

On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning
by: Wang, Tianqi, et al.
Published: (2025)

Semantic-Aligned Learning with Collaborative Refinement for Unsupervised VI-ReID
by: Cheng, De, et al.
Published: (2025)

Unsupervised Visible-Infrared Person ReID by Collaborative Learning with Neighbor-Guided Label Refinement
by: Cheng, De, et al.
Published: (2023)

Exemplar-Free Class Incremental Learning via Incremental Representation
by: Huang, Libo, et al.
Published: (2024)

Hierarchical Identity Learning for Unsupervised Visible-Infrared Person Re-Identification
by: Shi, Haonan, et al.
Published: (2025)

Efficient Bilateral Cross-Modality Cluster Matching for Unsupervised Visible-Infrared Person ReID
by: Cheng, De, et al.
Published: (2023)

Prompt Disentanglement via Language Guidance and Representation Alignment for Domain Generalization
by: Cheng, De, et al.
Published: (2025)

CSTA: Spatial-Temporal Causal Adaptive Learning for Exemplar-Free Video Class-Incremental Learning
by: Chen, Tieyuan, et al.
Published: (2025)

Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation
by: Zhang, Anqi, et al.
Published: (2024)

MCIGLE: Multimodal Exemplar-Free Class-Incremental Graph Learning
by: You, Haochen, et al.
Published: (2025)

Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incremental Learning
by: He, Run, et al.
Published: (2025)

Mamba-CL: Optimizing Selective State Space Model in Null Space for Continual Learning
by: Cheng, De, et al.
Published: (2024)

Diffusion Model Meets Non-Exemplar Class-Incremental Learning and Beyond
by: Zhang, Jichuan, et al.
Published: (2024)

Mixture of Ranks with Degradation-Aware Routing for One-Step Real-World Image Super-Resolution
by: He, Xiao, et al.
Published: (2025)

Adaptive Margin Global Classifier for Exemplar-Free Class-Incremental Learning
by: Yao, Zhongren, et al.
Published: (2024)

Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning
by: Liu, Xialei, et al.
Published: (2022)

CEAT: Continual Expansion and Absorption Transformer for Non-Exemplar Class-Incremental Learning
by: Gao, Xinyuan, et al.
Published: (2024)

Towards Non-Exemplar Semi-Supervised Class-Incremental Learning
by: Liu, Wenzhuo, et al.
Published: (2024)

PASS++: A Dual Bias Reduction Framework for Non-Exemplar Class-Incremental Learning
by: Zhu, Fei, et al.
Published: (2024)

DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning
by: Zhuang, Huiping, et al.
Published: (2024)

AFT: An Exemplar-Free Class Incremental Learning Method for Environmental Sound Classification
by: Chen, Xinyi, et al.
Published: (2025)

Rotation Augmented Distillation for Exemplar-Free Class Incremental Learning with Detailed Analysis
by: Chen, Xiuwei, et al.
Published: (2023)

Exemplar-free Class Incremental Learning via Discriminative and Comparable One-class Classifiers
by: Sun, Wenju, et al.
Published: (2022)

ReFu: Recursive Fusion for Exemplar-Free 3D Class-Incremental Learning
by: Yang, Yi, et al.
Published: (2024)

Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning
by: Rypeść, Grzegorz, et al.
Published: (2024)

FeTrIL++: Feature Translation for Exemplar-Free Class-Incremental Learning with Hill-Climbing
by: Hogea, Eduard, et al.
Published: (2024)

EyeSim-VQA: A Free-Energy-Guided Eye Simulation Framework for Video Quality Assessment
by: Wang, Zhaoyang, et al.
Published: (2025)

Study of Class-Incremental Radio Frequency Fingerprint Recognition Without Storing Exemplars
by: Jiang, Rundong, et al.
Published: (2026)

Center-Sensitive Kernel Optimization for Efficient On-Device Incremental Learning
by: Zhang, Dingwen, et al.
Published: (2024)

AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting
by: Xiao, Yang, et al.
Published: (2025)

TACLE: Task and Class-aware Exemplar-free Semi-supervised Class Incremental Learning
by: Kalla, Jayateja, et al.
Published: (2024)

Prompt-Based Exemplar Super-Compression and Regeneration for Class-Incremental Learning
by: Duan, Ruxiao, et al.
Published: (2023)

Efficient Non-Exemplar Class-Incremental Learning with Retrospective Feature Synthesis
by: Bai, Liang, et al.
Published: (2024)

CLIP-Driven Cloth-Agnostic Feature Learning for Cloth-Changing Person Re-Identification
by: Li, Shuang, et al.
Published: (2024)