instance-based learning

Run Like a Neural Network, Explain Like k-Nearest Neighbor IJCAI 2025 Instance-based Max-margin for Practical Few-shot Recognition CVPR 2024 Leveraging a Cognitive Model to Measure Subjective Similarity of Human and GPT-4 Written Content CoNLL 2024 Modeling Knowledge Graphs with Composite Reasoning AAAI 2024 SATLab at SemEval-2024 Task 1: A Fully Instance-Specific Approach for Semantic Textual Relatedness Prediction SemEval 2024 Instance-based Learning for Knowledge Base Completion NeurIPS 2022 Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System ICLR 2022 Remember Intentions: Retrospective-Memory-Based Trajectory Prediction CVPR 2022 An Instance Level Approach for Shallow Semantic Parsing in Scientific Procedural Text EMNLP 2020 Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition ACL 2020 Non-Linear Instance-Based Cross-Lingual Mapping for Non-Isomorphic Embedding Spaces ACL 2020 Instance-based Inductive Deep Transfer Learning by Cross-Dataset Querying with Locality Sensitive Hashing EMNLP 2019 K-SRL: Instance-based Learning for Semantic Role Labeling COLING 2016 Minimization of Regression and Ranking Losses with Shallow Neural Networks on Automatic Sincerity Evaluation Interspeech 2016 Near-optimal sample compression for nearest neighbors NeurIPS 2014 Video Event Detection by Inferring Temporal Instance Labels CVPR 2014 A Ranking-based KNN Approach for Multi-Label Classification ACML 2012 Adaptive Prototype Learning Algorithms: Theoretical and Experimental Studies JMLR 2006