concept learning

Bi-ICE: An Inner Interpretable Framework for Image Classification via Bi-directional Interactions between Concept and Input Embeddings WACV 2026 Concept Sketching for Description Logics UAI 2026 Distilling Diversity and Control in Diffusion Models WACV 2026 Forget Less by Learning from Parents Through Hierarchical Relationships AAAI 2026 Forget Less by Learning Together through Concept Consolidation WACV 2026 Stop Mixing Things Up! BISCUIT Teaches Vision-Language Models to Learn New Concepts from Images on the Spot AAAI 2026 Symbolic Grounding Reveals Representational Bottlenecks in Abstract Visual Reasoning CoNLL 2026 When Can We Learn from Noisy Logical Data? Parameterized Complexity of Approximate Concept Fitting in Description Logics UAI 2026 ASCENT-ViT: Attention-based Scale-aware Concept Learning Framework for Enhanced Alignment in Vision Transformers IJCAI 2025 Attribute-formed Class-specific Concept Space: Endowing Language Bottleneck Model with Better Interpretability and Scalability CVPR 2025 ConceptGuard: Continual Personalized Text-to-Image Generation with Forgetting and Confusion Mitigation CVPR 2025 CoRe: Context-Regularized Text Embedding Learning for Text-to-Image Personalization AAAI 2025 Dis²Booth: Learning Image Distribution with Disentangled Features for Text-to-Image Diffusion Models AAAI 2025 Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning AAAI 2025 Generalized Convergence Analysis of Tsetlin Automaton Based Algorithms: A Probabilistic Approach to Concept Learning AAAI 2025 Improving Personalized Search with Regularized Low-Rank Parameter Updates CVPR 2025 JEN-1 DreamStyler: Customized Musical Concept Learning via Pivotal Parameters Tuning AAAI 2025 Learning Vision and Language Concepts for Controllable Image Generation ICML 2025 Leveraging Variation Theory in Counterfactual Data Augmentation for Optimized Active Learning ACL 2025 MultiBooth: Towards Generating All Your Concepts in an Image from Text AAAI 2025 OCRT: Boosting Foundation Models in the Open World with Object-Concept-Relation Triad CVPR 2025 Self-Evolving Visual Concept Library using Vision-Language Critics CVPR 2025 Swing-by Dynamics in Concept Learning and Compositional Generalization ICLR 2025 Text-Driven Fashion Image Editing with Compositional Concept Learning and Counterfactual Abduction CVPR 2025 TIDE: Training Locally Interpretable Domain Generalization Models Enables Test-time Correction CVPR 2025