Imagen de Portada

Advancing Supervised Local Learning Beyond Classification with Long-term Feature Bank

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Zhu, Feiyu, Zhang, Yuming, Guo, Xiuyuan, Shi, Hengyu, Luo, Junfeng, Su, Junhao, Gao, Jialin
Formato:	Preprint
Publicado:	2024
Materias:	Computer Vision and Pattern Recognition Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

MAN++: Scaling Momentum Auxiliary Network for Supervised Local Learning in Vision Tasks
por: Su, Junhao, et al.
Publicado: (2025)

LayoutCoT: Unleashing the Deep Reasoning Potential of Large Language Models for Layout Generation
por: Shi, Hengyu, et al.
Publicado: (2025)

Faster Multi-GPU Training with PPLL: A Pipeline Parallelism Framework Leveraging Local Learning
por: Guo, Xiuyuan, et al.
Publicado: (2024)

Beyond Words and Pixels: A Benchmark for Implicit World Knowledge Reasoning in Generative Models
por: Han, Tianyang, et al.
Publicado: (2025)

HPFF: Hierarchical Locally Supervised Learning with Patch Feature Fusion
por: Su, Junhao, et al.
Publicado: (2024)

MLAAN: Scaling Supervised Local Learning with Multilaminar Leap Augmented Auxiliary Network
por: Zhang, Yuming, et al.
Publicado: (2024)

Momentum Auxiliary Network for Supervised Local Learning
por: Su, Junhao, et al.
Publicado: (2024)

Replacement Learning: Training Neural Networks with Fewer Parameters
por: Zhang, Yuming, et al.
Publicado: (2026)

PosterOmni: Generalized Artistic Poster Creation via Task Distillation and Unified Reward Feedback
por: Chen, Sixiang, et al.
Publicado: (2026)

LAKD-Activation Mapping Distillation Based on Local Learning
por: Zhang, Yaoze, et al.
Publicado: (2024)

Failure Makes the Agent Stronger: Enhancing Accuracy through Structured Reflection for Reliable Tool Interactions
por: Su, Junhao, et al.
Publicado: (2025)

Shared Coupling-bridge for Weakly Supervised Local Feature Learning
por: Sun, Jiayuan, et al.
Publicado: (2022)

Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency
por: Li, Hongyu, et al.
Publicado: (2025)

Replacement Learning: Training Vision Tasks with Fewer Learnable Parameters
por: Zhang, Yuming, et al.
Publicado: (2024)

LoDisc: Learning Global-Local Discriminative Features for Self-Supervised Fine-Grained Visual Recognition
por: Shi, Jialu, et al.
Publicado: (2024)

Invariant Feature Learning for Generalized Long-Tailed Classification
por: Tang, Kaihua, et al.
Publicado: (2022)

PosterCraft: Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework
por: Chen, SiXiang, et al.
Publicado: (2025)

Beyond Fully Supervised Pixel Annotations: Scribble-Driven Weakly-Supervised Framework for Image Manipulation Localization
por: Li, Songlin, et al.
Publicado: (2025)

LCGC: Learning from Consistency Gradient Conflicting for Class-Imbalanced Semi-Supervised Debiasing
por: Xing, Weiwei, et al.
Publicado: (2025)

PARTFIELD: Learning 3D Feature Fields for Part Segmentation and Beyond
por: Liu, Minghua, et al.
Publicado: (2025)

MergeUp-augmented Semi-Weakly Supervised Learning for WSI Classification
por: Ouyang, Mingxi, et al.
Publicado: (2024)

Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification
por: Ma, Yanbiao, et al.
Publicado: (2024)

Learning to Trim: End-to-End Causal Graph Pruning with Dynamic Anatomical Feature Banks for Medical VQA
por: Xu, Zibo, et al.
Publicado: (2026)

Learn From Zoom: Decoupled Supervised Contrastive Learning For WCE Image Classification
por: Qiu, Kunpeng, et al.
Publicado: (2024)

Harnessing the Power of Local Representations for Few-Shot Classification
por: Tang, Shi, et al.
Publicado: (2024)

Boundary-Refined Prototype Generation: A General End-to-End Paradigm for Semi-Supervised Semantic Segmentation
por: Dong, Junhao, et al.
Publicado: (2023)

Exploring Kinetic Curves Features for the Classification of Benign and Malignant Breast Lesions in DCE-MRI
por: Li, Zixian, et al.
Publicado: (2024)

GV-Bench: Benchmarking Local Feature Matching for Geometric Verification of Long-term Loop Closure Detection
por: Yu, Jingwen, et al.
Publicado: (2024)

Weakly Supervised Multimodal Temporal Forgery Localization via Multitask Learning
por: Xu, Wenbo, et al.
Publicado: (2025)

Universal Semi-Supervised Learning for Medical Image Classification
por: Ju, Lie, et al.
Publicado: (2023)

FGAA-FPN: Foreground-Guided Angle-Aware Feature Pyramid Network for Oriented Object Detection
por: Ma, Jialin
Publicado: (2026)

Handling Supervision Scarcity in Chest X-ray Classification: Long-Tailed and Zero-Shot Learning
por: Pham, Ha-Hieu, et al.
Publicado: (2026)

ActiveSSF: An Active-Learning-Guided Self-Supervised Framework for Long-Tailed Megakaryocyte Classification
por: Zhuang, Linghao, et al.
Publicado: (2025)

BevSplat: Resolving Height Ambiguity via Feature-Based Gaussian Primitives for Weakly-Supervised Cross-View Localization
por: Wang, Qiwei, et al.
Publicado: (2025)

Multi-Domain Features Guided Supervised Contrastive Learning for Radar Target Detection
por: Wang, Junjie, et al.
Publicado: (2024)

Harnessing Self-Supervised Features for Art Classification
por: Melis, Federico, et al.
Publicado: (2026)

PAFedFV: Personalized and Asynchronous Federated Learning for Finger Vein Recognition
por: Mu, Hengyu, et al.
Publicado: (2024)

Contrastive Learning with Diffusion Features for Weakly Supervised Medical Image Segmentation
por: Zeng, Dewen, et al.
Publicado: (2025)

Category-Prompt Refined Feature Learning for Long-Tailed Multi-Label Image Classification
por: Yan, Jiexuan, et al.
Publicado: (2024)

An Enhanced Pyramid Feature Network Based on Long-Range Dependencies for Multi-Organ Medical Image Segmentation
por: Tan, Dayu, et al.
Publicado: (2025)