prototype learning

404 papers

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Also known as

APL

Co-occurring keywords

few-shot learning (3390) semantic segmentation (3179) representation learning (6174) contrastive learning (3979) domain adaptation (4578) continual learning (1164) image classification (1943) metric learning (1189) graph neural network (3945) weakly supervised learning (1323)

Papers

Multi-Prototype Space Learning for Commonsense-Based Scene Graph Generation AAAI 2024

Prospective Representation Learning for Non-Exemplar Class-Incremental Learning NIPS 2024

Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models NIPS 2024

Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval NIPS 2024

Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities CVPR 2024

FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning AAAI 2024

SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation AAAI 2024

Mind the Gap Between Prototypes and Images in Cross-domain Finetuning NIPS 2024

Towards Automatic Boundary Detection for Human-AI Collaborative Hybrid Essay in Education AAAI 2024

GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning NIPS 2024

PICSR: Prototype-Informed Cross-Silo Router for Federated Learning (Student Abstract) AAAI 2024

Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domains NIPS 2024

Steering Prototypes With Prompt-Tuning for Rehearsal-Free Continual Learning WACV 2024

Federated Graph Learning under Domain Shift with Generalizable Prototypes AAAI 2024

Interpretable Image Classification with Adaptive Prototype-based Vision Transformers NIPS 2024

Unbiased Faster R-CNN for Single-source Domain Generalized Object Detection CVPR 2024

Unify Named Entity Recognition Scenarios via Contrastive Real-Time Updating Prototype AAAI 2024

Prototype-based Prompt-Instance Interaction with Causal Intervention for Few-shot Event Detection COLING 2024

With a Little Help from Language: Semantic Enhanced Visual Prototype Framework for Few-Shot Learning IJCAI 2024

DiDA: Disambiguated Domain Alignment for Cross-Domain Retrieval with Partial Labels AAAI 2024

Pixel-Grounded Prototypical Part Networks WACV 2024

Label-Efficient Few-Shot Semantic Segmentation with Unsupervised Meta-Training AAAI 2024

Expanding Hyperspherical Space for Few-Shot Class-Incremental Learning WACV 2024

SimpliMix: A Simplified Manifold Mixup for Few-Shot Point Cloud Classification WACV 2024

Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation CVPR 2024