prototype learning

404 papers

Explore in graph

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

Prototype-Based Semantic Consistency Alignment for Domain Adaptive Retrieval AAAI 2026

StyleProto: Style-Augmented Prototype Learning for Cross-Domain Few-Shot Object Detection AAAI 2026

VK-Det: Visual Knowledge Guided Prototype Learning for Open-Vocabulary Aerial Object Detection AAAI 2026

Neural Collapse Priors Driven Trust Semi-Supervised Multi-View Classification AAAI 2026

Content Diversity-guided Ambiguity Mitigation for Open-Set Noisy Label Learning AAAI 2026

Adapt-As-You-Walk Through the Clouds: Training-Free Online Test-Time Adaptation of 3D Vision-Language Foundation Models AAAI 2026

FSP-DETR: Few-Shot Prototypical Parasitic Ova Detection WACV 2026

Unlearning in Cross-Modal Retrieval via Prior-Prototype Guided Partitioned Dampening AAAI 2026

Evidence-aware Integration and Domain Identification of Spatial Transcriptomics Data AAAI 2026

PLUM-Net: Prototype-Induced Label Structuring for Disentangled Multimodal Representation Network AAAI 2026

Intra-Class Unbiased Prototype Aggregation and Classifier Collaboration for Personalized Federated Learning AAAI 2026

Beyond Patches: Mining Interpretable Part-Prototypes for Explainable AI AAAI 2026

Point Cloud Semantic Scene Completion with Prototype-Guided Transformer AAAI 2026

ResProto-FD: Visual-Language Residual Prototype Sets for Generalized Face Forgery Detection AAAI 2026

AGENet: Adaptive Edge-aware Geodesic Distance Learning for Few-Shot Medical Image Segmentation WACV 2026

ProtoGMVAE: A Variational Auto-Encoder with True Gaussian Mixture Prior for Prototypical-based Self-Explainability WACV 2026

Coupling Local Context and Global Semantic Prototypes via a Hierarchical Architecture for Rhetorical Roles Labeling EACL 2026

Cross-domain Joint Learning with Prototype-guided Mixture-of-Experts for Infrared Moving Small Target Detection AAAI 2026

PEOCH: Online Cross-Modal Hashing with Semi-Supervised Streaming Data Driving Prototype Evolution AAAI 2026

APT: Affine Prototype-Timestamp for Time Series Forecasting Under Distribution Shift AAAI 2026

EPIC: Explanation of Pretrained Image Classification Networks via Prototypes AAAI 2026

PINet: Improving the Stability of Prototype Networks via Phantasia-Inspired Uncertain Representations AAAI 2026

DIET: Machine Unlearning on a Data-Diet AAAI 2026

Communication-Efficient Heterogeneous Federated Learning with Sparse Prototypes in Resource-Constrained Environments AAAI 2026

Class Incremental Medical Image Segmentation via Prototype-Guided Calibration and Dual-Aligned Distillation AAAI 2026