concept learning

Adversarially Robust Few-shot Learning via Parameter Co-distillation of Similarity and Class Concept Learners CVPR 2024 A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts NeurIPS 2024 A Self-explaining Neural Architecture for Generalizable Concept Learning IJCAI 2024 BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts UAI 2024 CAILA: Concept-Aware Intra-Layer Adapters for Compositional Zero-Shot Learning WACV 2024 Concept-aware Data Construction Improves In-context Learning of Language Models ACL 2024 ConceptBed: Evaluating Concept Learning Abilities of Text-to-Image Diffusion Models AAAI 2024 Concept-Centric Transformers: Enhancing Model Interpretability Through Object-Centric Concept Learning Within a Shared Global Workspace WACV 2024 Concept-Guided Prompt Learning for Generalization in Vision-Language Models AAAI 2024 ConCon-Chi: Concept-Context Chimera Benchmark for Personalized Vision-Language Tasks CVPR 2024 CosalPure: Learning Concept from Group Images for Robust Co-Saliency Detection CVPR 2024 CoSy: Evaluating Textual Explanations of Neurons NeurIPS 2024 Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space NeurIPS 2024 Few-Shot Task Learning through Inverse Generative Modeling NeurIPS 2024 From Hope to Safety: Unlearning Biases of Deep Models via Gradient Penalization in Latent Space AAAI 2024 InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning CVPR 2024 Label-Efficient Group Robustness via Out-of-Distribution Concept Curation CVPR 2024 Language-Informed Visual Concept Learning ICLR 2024 Learning Discrete Concepts in Latent Hierarchical Models NeurIPS 2024 Leveraging Large Language Models for Learning Complex Legal Concepts through Storytelling ACL 2024 MAP- and MLE-Based Teaching JMLR 2024 MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes CVPR 2024 Naturally Supervised 3D Visual Grounding with Language-Regularized Concept Learners CVPR 2024 Neural Concept Binder NeurIPS 2024 On the Power and Limitations of Examples for Description Logic Concepts IJCAI 2024