concept learning

FACT: Learning Governing Abstractions Behind Integer Sequences NeurIPS 2022 FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations ICLR 2022 Interactive Disentanglement: Learning Concepts by Interacting With Their Prototype Representations CVPR 2022 Learning Concept Credible Models for Mitigating Shortcuts NeurIPS 2022 Non-Cheating Teaching Revisited: A New Probabilistic Machine Teaching Model IJCAI 2022 Predicting Prerequisite Relations for Unseen Concepts EMNLP 2022 Programmatic Concept Learning for Human Motion Description and Synthesis CVPR 2022 Actively Learning Concepts and Conjunctive Queries under ELr-Ontologies IJCAI 2021 Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images ICCV 2021 Concept Learners for Few-Shot Learning ICLR 2021 CURI: A Benchmark for Productive Concept Learning Under Uncertainty ICML 2021 Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language NeurIPS 2021 Few-Shot Novel Concept Learning for Semantic Parsing EMNLP 2021 Iterative Teacher-Aware Learning NeurIPS 2021 Known unknowns: Learning novel concepts using reasoning-by-elimination UAI 2021 Learn from Concepts: Towards the Purified Memory for Few-shot Learning IJCAI 2021 Raven's Progressive Matrices Completion with Latent Gaussian Process Priors AAAI 2021 Right for the Right Concept: Revising Neuro-Symbolic Concepts by Interacting With Their Explanations CVPR 2021 Separating Skills and Concepts for Novel Visual Question Answering CVPR 2021 SketchEmbedNet: Learning Novel Concepts by Imitating Drawings ICML 2021 Teaching via Best-Case Counterexamples in the Learning-with-Equivalence-Queries Paradigm NeurIPS 2021 Think Big, Teach Small: Do Language Models Distil Occam’s Razor? NeurIPS 2021 Towards Bridging Event Captioner and Sentence Localizer for Weakly Supervised Dense Event Captioning CVPR 2021 Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph Autoencoders ACL 2021 Unsupervised Learning of Compositional Energy Concepts NeurIPS 2021