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compositional learning

37 papers

Papers

CART: Compositional AutoRegressive Transformer for Image Generation AAAI 2026 Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning ACL 2025 Learning Visual Composition through Improved Semantic Guidance CVPR 2025 Task Generalization with Autoregressive Compositional Structure: Can Learning from D Tasks Generalize to D^T Tasks? ICML 2025 Zero-Shot Compositional Video Learning with Coding Rate Reduction ICCV 2025 ZFusion: Efficient Deep Compositional Zero-shot Learning for Blind Image Super-Resolution with Generative Diffusion Prior ICCV 2025 Compositional Video Understanding with Spatiotemporal Structure-based Transformers CVPR 2024 GIPCOL: Graph-Injected Soft Prompting for Compositional Zero-Shot Learning WACV 2024 HENASY: Learning to Assemble Scene-Entities for Interpretable Egocentric Video-Language Model NeurIPS 2024 Limits of Transformer Language Models on Learning to Compose Algorithms NeurIPS 2024 Not Just Object, But State: Compositional Incremental Learning without Forgetting NeurIPS 2024 Adaptive Compositional Continual Meta-Learning ICML 2023 Compositional Learning-based Planning for Vision POMDPs L4DC 2023 Compositional Learning of Dynamical System Models Using Port-Hamiltonian Neural Networks L4DC 2023 Compositional Policy Learning in Stochastic Control Systems with Formal Guarantees NeurIPS 2023 Fashion Image Retrieval With Text Feedback by Additive Attention Compositional Learning WACV 2023 Imagine the Unseen World: A Benchmark for Systematic Generalization in Visual World Models NeurIPS 2023 Disentangled Action Recognition with Knowledge Bases NAACL 2022 Disentangling Visual Embeddings for Attributes and Objects CVPR 2022 Highlighting Object Category Immunity for the Generalization of Human-Object Interaction Detection AAAI 2022 KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning CVPR 2022 Compositional Learning of Image-Text Query for Image Retrieval WACV 2021 Compositional Reinforcement Learning from Logical Specifications NeurIPS 2021 DASZL: Dynamic Action Signatures for Zero-shot Learning AAAI 2021 Detecting Human-Object Interaction via Fabricated Compositional Learning CVPR 2021