{"total":17,"rows":[{"id":"2212.10537","title":"Does CLIP Bind Concepts? Probing Compositionality in Large Image Models","created":"2022-12-20","cited_by_count":102,"area":null},{"id":"2201.01490","title":"Debiased Learning from Naturally Imbalanced Pseudo-Labels","created":"2022-01-05","cited_by_count":85,"area":null},{"id":"2402.05391","title":"Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey","created":"2024-02-08","cited_by_count":53,"area":null},{"id":"2112.10006","title":"Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey","created":"2021-12-18","cited_by_count":23,"area":null},{"id":"2203.01386","title":"Exploring Hierarchical Graph Representation for Large-Scale Zero-Shot Image Classification","created":"2022-03-02","cited_by_count":21,"area":null},{"id":"2211.12328","title":"A survey on knowledge-enhanced multimodal learning","created":"2022-11-19","cited_by_count":11,"area":null},{"id":"2106.06410","title":"What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data","created":"2021-06-11","cited_by_count":10,"area":null},{"id":"2106.15047","title":"Benchmarking Knowledge-driven Zero-shot Learning","created":"2021-06-29","cited_by_count":6,"area":null},{"id":"2207.01708","title":"Disentangled Action Recognition with Knowledge Bases","created":"2022-07-04","cited_by_count":6,"area":null},{"id":"2402.02094","title":"Deep Semantic-Visual Alignment for Zero-Shot Remote Sensing Image Scene Classification","created":"2024-02-03","cited_by_count":3,"area":null},{"id":"2505.22911","title":"Hierarchical Material Recognition from Local Appearance","created":"2025-05-28","cited_by_count":3,"area":null},{"id":"2210.01263","title":"Understanding Substructures in Commonsense Relations in ConceptNet","created":"2022-10-03","cited_by_count":2,"area":null},{"id":"2111.04798","title":"TAGLETS: A System for Automatic Semi-Supervised Learning with Auxiliary Data","created":"2021-11-08","cited_by_count":1,"area":null},{"id":"2307.12179","title":"Recognizing Unseen States of Unknown Objects by Leveraging Knowledge Graphs","created":"2023-07-22","cited_by_count":1,"area":null},{"id":"2503.18403","title":"Knowledge Graph Enhanced Generative Multi-modal Models for Class-Incremental Learning","created":"2025-03-24","cited_by_count":1,"area":null},{"id":"2205.13068","title":"Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes","created":"2022-05-25","cited_by_count":0,"area":null},{"id":"2507.02291","title":"Knowledge Graph-Based Explainable and Generalized Zero-Shot Semantic Communications","created":"2025-07-03","cited_by_count":0,"area":null}],"next_cursor":null}