conftrace_

concept learning

121 papers

Explore in graph

Co-occurring keywords

few-shot learning (3398) representation learning (6206) diffusion model (3751) machine teaching (38) description logic (107) text-to-image generation (587) generative model (2892) vision-language model (2348) large language model (13587) visual reasoning (493)

Papers

Actional Atomic-Concept Learning for Demystifying Vision-Language Navigation AAAI 2023
Towards Robust Metrics for Concept Representation Evaluation AAAI 2023
Human-like Few-Shot Learning via Bayesian Reasoning over Natural Language NIPS 2023
Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts NIPS 2023
On the Complexity of Bayesian Generalization ICML 2023
SAT-Based PAC Learning of Description Logic Concepts IJCAI 2023
Set-to-Sequence Ranking-Based Concept-Aware Learning Path Recommendation AAAI 2023
Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision CVPR 2023
Nonparametric Teaching for Multiple Learners NIPS 2023
Towards the Difficulty for a Deep Neural Network to Learn Concepts of Different Complexities NIPS 2023
Conceptual Reinforcement Learning for Language-Conditioned Tasks AAAI 2023
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs ACL 2023
Licon: A Diverse, Controllable and Challenging Linguistic Concept Learning Benchmark EMNLP 2023
Predicting Prerequisite Relations for Unseen Concepts EMNLP 2022
A Framework for Learning Ante-Hoc Explainable Models via Concepts CVPR 2022
Programmatic Concept Learning for Human Motion Description and Synthesis CVPR 2022
FACT: Learning Governing Abstractions Behind Integer Sequences NIPS 2022
Clustering Approach to Solve Hierarchical Classification Problem Complexity AAAI 2022
Learning Concept Credible Models for Mitigating Shortcuts NIPS 2022
Concept Learning for Interpretable Multi-Agent Reinforcement Learning CORL 2022
Discovering Design Concepts for CAD Sketches NIPS 2022
Analyzing Encoded Concepts in Transformer Language Models NAACL 2022
Non-Cheating Teaching Revisited: A New Probabilistic Machine Teaching Model IJCAI 2022
Interactive Disentanglement: Learning Concepts by Interacting With Their Prototype Representations CVPR 2022
Iterative Teacher-Aware Learning NIPS 2021