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

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

Attentive Prototypes for Source-Free Unsupervised Domain Adaptive 3D Object Detection WACV 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

Addressing Background Context Bias in Few-Shot Segmentation through Iterative Modulation CVPR 2024

Simple Semantic-Aided Few-Shot Learning CVPR 2024

FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning CVPR 2024

A Coarse-to-Fine Prototype Learning Approach for Multi-Label Few-Shot Intent Detection EMNLP 2024

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

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

Flow Snapshot Neurons in Action: Deep Neural Networks Generalize to Biological Motion Perception NIPS 2024

A Unified Knowledge Transfer Network for Generalized Category Discovery AAAI 2024

SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic Segmentation NIPS 2024

Confusing Pair Correction Based on Category Prototype for Domain Adaptation under Noisy Environments AAAI 2024

DB-PMAE: Dual-Branch Prototypical Masked AutoEncoder with locality for domain robust speaker verification INTERSPEECH 2024

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

Transfer and Alignment Network for Generalized Category Discovery AAAI 2024

Distribution-aware Knowledge Prototyping for Non-exemplar Lifelong Person Re-identification CVPR 2024

New Intent Discovery with Attracting and Dispersing Prototype COLING 2024

Panoptic Scene Graph Generation with Semantics-Prototype Learning AAAI 2024

Exploring Domain Incremental Video Highlights Detection with the LiveFood Benchmark AAAI 2024

SpeAr: A Spectral Approach for Zero-Shot Node Classification NIPS 2024

SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation AAAI 2024