{"total":38,"rows":[{"id":"2107.10834","title":"Query2Label: A Simple Transformer Way to Multi-Label Classification","created":"2021-07-22","cited_by_count":128,"area":null},{"id":"2111.12933","title":"ML-Decoder: Scalable and Versatile Classification Head","created":"2021-11-25","cited_by_count":79,"area":null},{"id":"2108.02456","title":"Residual Attention: A Simple but Effective Method for Multi-Label Recognition","created":"2021-08-05","cited_by_count":52,"area":null},{"id":"2110.04722","title":"Transformer-based Dual Relation Graph for Multi-label Image Recognition","created":"2021-10-10","cited_by_count":41,"area":null},{"id":"2112.10941","title":"Structured Semantic Transfer for Multi-Label Recognition with Partial Labels","created":"2021-12-21","cited_by_count":41,"area":null},{"id":"2203.16219","title":"Acknowledging the Unknown for Multi-label Learning with Single Positive Labels","created":"2022-03-30","cited_by_count":24,"area":null},{"id":"2110.13494","title":"Meta-Learning for Multi-Label Few-Shot Classification","created":"2021-10-26","cited_by_count":21,"area":null},{"id":"2205.11131","title":"Heterogeneous Semantic Transfer for Multi-label Recognition with Partial Labels","created":"2022-05-23","cited_by_count":19,"area":null},{"id":"2401.16549","title":"Deep Learning for Multi-Label Learning: A Comprehensive Survey","created":"2024-01-29","cited_by_count":19,"area":null},{"id":"2103.10895","title":"Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and Benchmark","created":"2021-03-19","cited_by_count":17,"area":null},{"id":"2407.17331","title":"Multi-label Cluster Discrimination for Visual Representation Learning","created":"2024-07-24","cited_by_count":14,"area":null},{"id":"2407.06844","title":"Dynamic Correlation Learning and Regularization for Multi-Label Confidence Calibration","created":"2024-07-09","cited_by_count":13,"area":null},{"id":"2104.14762","title":"GM-MLIC: Graph Matching based Multi-Label Image Classification","created":"2021-04-30","cited_by_count":12,"area":null},{"id":"2211.14763","title":"Multi-Label Continual Learning using Augmented Graph Convolutional Network","created":"2022-11-27","cited_by_count":12,"area":null},{"id":"2203.04049","title":"Graph Attention Transformer Network for Multi-Label Image Classification","created":"2022-03-08","cited_by_count":11,"area":null},{"id":"2210.01111","title":"MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples","created":"2022-10-03","cited_by_count":9,"area":null},{"id":"2406.14830","title":"CLIP-Decoder : ZeroShot Multilabel Classification using Multimodal CLIP Aligned Representation","created":"2024-06-21","cited_by_count":9,"area":null},{"id":"2307.03967","title":"End-to-End Supervised Multilabel Contrastive Learning","created":"2023-07-08","cited_by_count":8,"area":null},{"id":"2307.09715","title":"Semantic-Aware Dual Contrastive Learning for Multi-label Image Classification","created":"2023-07-19","cited_by_count":8,"area":null},{"id":"2404.06287","title":"Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based Training","created":"2024-04-09","cited_by_count":8,"area":null},{"id":"2304.11275","title":"Semantic-Aware Graph Matching Mechanism for Multi-Label Image Recognition","created":"2023-04-21","cited_by_count":7,"area":null},{"id":"2106.11596","title":"Multi-layered Semantic Representation Network for Multi-label Image Classification","created":"2021-06-22","cited_by_count":6,"area":null},{"id":"2208.09562","title":"Open Vocabulary Multi-Label Classification with Dual-Modal Decoder on Aligned Visual-Textual Features","created":"2022-08-19","cited_by_count":6,"area":null},{"id":"2107.11159","title":"Learning Discriminative Representations for Multi-Label Image Recognition","created":"2021-07-23","cited_by_count":4,"area":null},{"id":"2111.12296","title":"Spatial-context-aware deep neural network for multi-class image classification","created":"2021-11-24","cited_by_count":4,"area":null},{"id":"2101.00583","title":"Multi-label Ranking: Mining Multi-label and Label Ranking Data","created":"2021-01-03","cited_by_count":3,"area":null},{"id":"2211.12716","title":"Global Meets Local: Effective Multi-Label Image Classification via Category-Aware Weak Supervision","created":"2022-11-23","cited_by_count":3,"area":null},{"id":"2407.16244","title":"HSVLT: Hierarchical Scale-Aware Vision-Language Transformer for Multi-Label Image Classification","created":"2024-07-23","cited_by_count":3,"area":null},{"id":"2304.03337","title":"On the Learnability of Multilabel Ranking","created":"2023-04-06","cited_by_count":2,"area":null},{"id":"2212.01461","title":"Learning Disentangled Label Representations for Multi-label Classification","created":"2022-12-02","cited_by_count":1,"area":null},{"id":"2302.00633","title":"Deep Dependency Networks for Multi-Label Classification","created":"2023-02-01","cited_by_count":1,"area":null},{"id":"2310.18517","title":"Learning to recognize occluded and small objects with partial inputs","created":"2023-10-27","cited_by_count":1,"area":null},{"id":"2512.23486","title":"Multi-label Classification with Panoptic Context Aggregation Networks","created":"2025-12-29","cited_by_count":1,"area":null},{"id":"2207.05137","title":"Towards Effective Multi-Label Recognition Attacks via Knowledge Graph Consistency","created":"2022-07-11","cited_by_count":0,"area":null},{"id":"2211.07846","title":"Category-Adaptive Label Discovery and Noise Rejection for Multi-label Image Recognition with Partial Positive Labels","created":"2022-11-15","cited_by_count":0,"area":null},{"id":"2507.23263","title":"Learning Semantic-Aware Threshold for Multi-Label Image Recognition with Partial Labels","created":"2025-07-31","cited_by_count":0,"area":null},{"id":"2510.00652","title":"OTTER: Open-Tagging via Text-Image Representation for Multi-modal Understanding","created":"2025-10-01","cited_by_count":0,"area":null},{"id":"2607.00839","title":"Rethinking Multi-Label Image Classification With Deep Learning: Taxonomy, Challenge, and Outlook","created":"2026-07-01","cited_by_count":0,"area":null}],"next_cursor":null}