prototype learning

PMAL: Open Set Recognition via Robust Prototype Mining AAAI 2022 ProtGNN: Towards Self-Explaining Graph Neural Networks AAAI 2022 Prototype-Anchored Learning for Learning with Imperfect Annotations ICML 2022 Prototype-Based Explanations for Graph Neural Networks (Student Abstract) AAAI 2022 Prototype-Representations for Training Data Filtering in Weakly-Supervised Information Extraction EMNLP 2022 ProtoVAE: A Trustworthy Self-Explainable Prototypical Variational Model NeurIPS 2022 ProtoX: Explaining a Reinforcement Learning Agent via Prototyping NeurIPS 2022 Rethinking Semantic Segmentation: A Prototype View CVPR 2022 Self-Supervised Image-Specific Prototype Exploration for Weakly Supervised Semantic Segmentation CVPR 2022 Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels AAAI 2022 Semi-supervised Semantic Segmentation with Prototype-based Consistency Regularization NeurIPS 2022 Text-Adaptive Multiple Visual Prototype Matching for Video-Text Retrieval NeurIPS 2022 Toward Faithful Case-based Reasoning through Learning Prototypes in a Nearest Neighbor-friendly Space. ICLR 2022 Adaptive Cross-Modal Prototypes for Cross-Domain Visual-Language Retrieval CVPR 2021 Adaptive Prototype Learning and Allocation for Few-Shot Segmentation CVPR 2021 Amortized Bayesian Prototype Meta-learning: A New Probabilistic Meta-learning Approach to Few-shot Image Classification AISTATS 2021 A Prototype-Oriented Framework for Unsupervised Domain Adaptation NeurIPS 2021 Continual Prototype Evolution: Learning Online From Non-Stationary Data Streams ICCV 2021 Domain Consensus Clustering for Universal Domain Adaptation CVPR 2021 Exploring Emotional Prototypes in a High Dimensional TTS Latent Space Interspeech 2021 Few-Shot 3D Point Cloud Semantic Segmentation CVPR 2021 Few-Shot Named Entity Recognition: An Empirical Baseline Study EMNLP 2021 Few-Shot Open-Set Recognition by Transformation Consistency CVPR 2021 Few-Shot Partial-Label Learning IJCAI 2021 Few-Shot Semantic Segmentation With Cyclic Memory Network ICCV 2021