Cover Image

Multi-View Incremental Learning with Structured Hebbian Plasticity for Enhanced Fusion Efficiency

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Yuhong, Song, Ailin, Yin, Huifeng, Zhong, Shuai, Chen, Fuhai, Xu, Qi, Wang, Shiping, Xu, Mingkun
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Association and Consolidation: Evolutionary Memory-Enhanced Incremental Multi-View Clustering
by: Kong, Zisen, et al.
Published: (2025)

AdaptiveFusion: Adaptive Multi-Modal Multi-View Fusion for 3D Human Body Reconstruction
by: Chen, Anjun, et al.
Published: (2024)

A Simple Efficiency Incremental Learning Framework via Vision-Language Model with Nonlinear Multi-Adapters
by: Luo, Haihua, et al.
Published: (2026)

Enhancing Multi-view Open-set Learning via Ambiguity Uncertainty Calibration and View-wise Debiasing
by: Fang, Zihan, et al.
Published: (2025)

Adaptive Fusion of Single-View and Multi-View Depth for Autonomous Driving
by: Cheng, JunDa, et al.
Published: (2024)

Progressive Homeostatic and Plastic Prompt Tuning for Audio-Visual Multi-Task Incremental Learning
by: Yin, Jiong, et al.
Published: (2025)

TP-MVCC: Tri-plane Multi-view Fusion Model for Silkie Chicken Counting
by: Chen, Sirui, et al.
Published: (2025)

ViewFusion: Structured Spatial Thinking Chains for Multi-View Reasoning
by: Tao, Xingjian, et al.
Published: (2026)

Hierarchical Dual-Change Collaborative Learning for UAV Scene Change Captioning
by: Chen, Fuhai, et al.
Published: (2026)

XFMamba: Cross-Fusion Mamba for Multi-View Medical Image Classification
by: Zheng, Xiaoyu, et al.
Published: (2025)

Unleashing the Multi-View Fusion Potential: Noise Correction in VLM for Open-Vocabulary 3D Scene Understanding
by: Yin, Xingyilang, et al.
Published: (2025)

PromptFusion: Decoupling Stability and Plasticity for Continual Learning
by: Chen, Haoran, et al.
Published: (2023)

DGFusion: Dual-guided Fusion for Robust Multi-Modal 3D Object Detection
by: Jia, Feiyang, et al.
Published: (2025)

Multi-View Industrial Anomaly Detection with Epipolar Constrained Cross-View Fusion
by: Liu, Yifan, et al.
Published: (2025)

Balancing Stability and Plasticity in Pretrained Detector: A Dual-Path Framework for Incremental Object Detection
by: Li, Songze, et al.
Published: (2025)

AWF: Adaptive Weight Fusion for Enhanced Class Incremental Semantic Segmentation
by: Sun, Zechao, et al.
Published: (2024)

Contrastive Pre-Training with Multi-View Fusion for No-Reference Point Cloud Quality Assessment
by: Shan, Ziyu, et al.
Published: (2024)

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

Semi-Supervised Multi-View Crowd Counting by Ranking Multi-View Fusion Models
by: Zhang, Qi, et al.
Published: (2025)

Adaptive Weighted Parameter Fusion with CLIP for Class-Incremental Learning
by: Guo, Juncen, et al.
Published: (2025)

Prototype-Enhanced Multi-View Learning for Thyroid Nodule Ultrasound Classification
by: Chen, Yangmei, et al.
Published: (2026)

BCLNet: Bilateral Consensus Learning for Two-View Correspondence Pruning
by: Miao, Xiangyang, et al.
Published: (2024)

Enhanced Few-Shot Class-Incremental Learning via Ensemble Models
by: Zhu, Mingli, et al.
Published: (2024)

OpenViewer: Openness-Aware Multi-View Learning
by: Du, Shide, et al.
Published: (2024)

Divide-and-Conquer for Enhancing Unlabeled Learning, Stability, and Plasticity in Semi-supervised Continual Learning
by: Duan, Yue, et al.
Published: (2025)

Multi-Token Enhancing for Vision Representation Learning
by: Li, Zhong-Yu, et al.
Published: (2024)

Rethinking Image-to-3D Generation with Sparse Queries: Efficiency, Capacity, and Input-View Bias
by: Xu, Zhiyuan, et al.
Published: (2026)

NM-Hebb: Coupling Local Hebbian Plasticity with Metric Learning for More Accurate and Interpretable CNNs
by: Miličević, Davorin, et al.
Published: (2025)

Compound Attention and Neighbor Matching Network for Multi-contrast MRI Super-resolution
by: Chen, Wenxuan, et al.
Published: (2023)

CMIP-CIL: A Cross-Modal Benchmark for Image-Point Class Incremental Learning
by: Qi, Chao, et al.
Published: (2025)

Depth-Guided Robust and Fast Point Cloud Fusion NeRF for Sparse Input Views
by: Guo, Shuai, et al.
Published: (2024)

MM-Nav: Multi-View VLA Model for Robust Visual Navigation via Multi-Expert Learning
by: Xu, Tianyu, et al.
Published: (2025)

Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization
by: Niu, Yakun, et al.
Published: (2024)

Multi-Level Embedding and Alignment Network with Consistency and Invariance Learning for Cross-View Geo-Localization
by: Chen, Zhongwei, et al.
Published: (2024)

3D Crowd Counting via Geometric Attention-guided Multi-View Fusion
by: Zhang, Qi, et al.
Published: (2020)

Boosting the Class-Incremental Learning in 3D Point Clouds via Zero-Collection-Cost Basic Shape Pre-Training
by: Qi, Chao, et al.
Published: (2025)

A Dual-Modulation Framework for RGB-T Crowd Counting via Spatially Modulated Attention and Adaptive Fusion
by: Feng, Yuhong, et al.
Published: (2025)

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

Dynamical Adapter Fusion: Constructing A Global Adapter for Pre-Trained Model-based Class-Incremental Learning
by: Liu, Ruiqi, et al.
Published: (2026)

Preserving Cross-Modal Consistency for CLIP-based Class-Incremental Learning
by: Chen, Haoran, et al.
Published: (2025)