{"total":67,"rows":[{"id":"2110.03374","title":"Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data","created":"2021-10-07","cited_by_count":152,"area":null},{"id":"2109.15163","title":"HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning","created":"2021-09-30","cited_by_count":57,"area":null},{"id":"2112.01683","title":"TransZero: Attribute-guided Transformer for Zero-Shot Learning","created":"2021-12-03","cited_by_count":54,"area":null},{"id":"2203.03137","title":"MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning","created":"2022-03-07","cited_by_count":48,"area":null},{"id":"2207.01328","title":"DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning","created":"2022-07-04","cited_by_count":33,"area":null},{"id":"2112.08643","title":"TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning","created":"2021-12-16","cited_by_count":28,"area":null},{"id":"2209.10304","title":"I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification","created":"2022-09-21","cited_by_count":27,"area":null},{"id":"2305.13864","title":"MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic Segmentation","created":"2023-05-23","cited_by_count":25,"area":null},{"id":"2112.07928","title":"Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification","created":"2021-12-15","cited_by_count":24,"area":null},{"id":"2303.15322","title":"Progressive Semantic-Visual Mutual Adaption for Generalized Zero-Shot Learning","created":"2023-03-27","cited_by_count":24,"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":"2312.04076","title":"Large Language Models are Good Prompt Learners for Low-Shot Image Classification","created":"2023-12-07","cited_by_count":21,"area":null},{"id":"2201.00103","title":"Robust Region Feature Synthesizer for Zero-Shot Object Detection","created":"2022-01-01","cited_by_count":20,"area":null},{"id":"2306.06931","title":"Evolving Semantic Prototype Improves Generative Zero-Shot Learning","created":"2023-06-12","cited_by_count":20,"area":null},{"id":"2204.01208","title":"Attribute Prototype Network for Any-Shot Learning","created":"2022-04-04","cited_by_count":19,"area":null},{"id":"2404.07713","title":"Progressive Semantic-Guided Vision Transformer for Zero-Shot Learning","created":"2024-04-11","cited_by_count":17,"area":null},{"id":"2404.14808","title":"Visual-Augmented Dynamic Semantic Prototype for Generative Zero-Shot Learning","created":"2024-04-23","cited_by_count":16,"area":null},{"id":"2308.10599","title":"Image-free Classifier Injection for Zero-Shot Classification","created":"2023-08-21","cited_by_count":15,"area":null},{"id":"2304.02846","title":"Synthetic Sample Selection for Generalized Zero-Shot Learning","created":"2023-04-06","cited_by_count":14,"area":null},{"id":"2305.05848","title":"Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation","created":"2023-05-10","cited_by_count":14,"area":null},{"id":"2207.01798","title":"GSMFlow: Generation Shifts Mitigating Flow for Generalized Zero-Shot Learning","created":"2022-07-05","cited_by_count":12,"area":null},{"id":"2404.09640","title":"CREST: Cross-modal Resonance through Evidential Deep Learning for Enhanced Zero-Shot Learning","created":"2024-04-15","cited_by_count":12,"area":null},{"id":"2207.03824","title":"Boosting Zero-shot Learning via Contrastive Optimization of Attribute Representations","created":"2022-07-08","cited_by_count":8,"area":null},{"id":"2204.11822","title":"Zero-Shot Logit Adjustment","created":"2022-04-25","cited_by_count":7,"area":null},{"id":"2305.16681","title":"CAILA: Concept-Aware Intra-Layer Adapters for Compositional Zero-Shot Learning","created":"2023-05-26","cited_by_count":7,"area":null},{"id":"2311.01420","title":"Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data","created":"2023-11-02","cited_by_count":7,"area":null},{"id":"2204.11280","title":"Deconstructed Generation-Based Zero-Shot Model","created":"2022-04-24","cited_by_count":6,"area":null},{"id":"2308.09915","title":"EGANS: Evolutionary Generative Adversarial Network Search for Zero-Shot Learning","created":"2023-08-19","cited_by_count":6,"area":null},{"id":"2311.14750","title":"Attribute-Aware Representation Rectification for Generalized Zero-Shot Learning","created":"2023-11-23","cited_by_count":6,"area":null},{"id":"2503.10252","title":"SVIP: Semantically Contextualized Visual Patches for Zero-Shot Learning","created":"2025-03-13","cited_by_count":6,"area":null},{"id":"2404.05667","title":"AlignZeg: Mitigating Objective Misalignment for Zero-shot Semantic Segmentation","created":"2024-04-08","cited_by_count":5,"area":null},{"id":"2505.11882","title":"GenZSL: Generative Zero-Shot Learning Via Inductive Variational Autoencoder","created":"2025-05-17","cited_by_count":5,"area":null},{"id":"2309.17327","title":"Telling Stories for Common Sense Zero-Shot Action Recognition","created":"2023-09-29","cited_by_count":4,"area":null},{"id":"2404.16348","title":"Dual Expert Distillation Network for Generalized Zero-Shot Learning","created":"2024-04-25","cited_by_count":4,"area":null},{"id":"2405.12217","title":"Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning","created":"2024-05-20","cited_by_count":4,"area":"mllm"},{"id":"2407.19893","title":"Leveraging Foundation Models for Zero-Shot IoT Sensing","created":"2024-07-29","cited_by_count":4,"area":null},{"id":"2503.23030","title":"Visual and Semantic Prompt Collaboration for Generalized Zero-Shot Learning","created":"2025-03-29","cited_by_count":4,"area":null},{"id":"2211.13174","title":"Evolutionary Generalized Zero-Shot Learning","created":"2022-11-23","cited_by_count":3,"area":null},{"id":"2303.12992","title":"A Survey of Historical Learning: Learning Models with Learning History","created":"2023-03-23","cited_by_count":3,"area":null},{"id":"2410.11560","title":"PSVMA+: Exploring Multi-granularity Semantic-visual Adaption for Generalized Zero-shot Learning","created":"2024-10-15","cited_by_count":3,"area":null},{"id":"2411.11351","title":"Visual-Semantic Graph Matching Net for Zero-Shot Learning","created":"2024-11-18","cited_by_count":3,"area":null},{"id":"2210.06120","title":"Efficient Gaussian Process Model on Class-Imbalanced Datasets for Generalized Zero-Shot Learning","created":"2022-10-11","cited_by_count":2,"area":null},{"id":"2308.09540","title":"Meta-ZSDETR: Zero-shot DETR with Meta-learning","created":"2023-08-18","cited_by_count":2,"area":null},{"id":"2108.06165","title":"Caption Generation on Scenes with Seen and Unseen Object Categories","created":"2021-08-13","cited_by_count":1,"area":null},{"id":"2207.14581","title":"Learning Prototype via Placeholder for Zero-shot Recognition","created":"2022-07-29","cited_by_count":1,"area":null},{"id":"2301.00236","title":"DiRaC-I: Identifying Diverse and Rare Training Classes for Zero-Shot Learning","created":"2022-12-31","cited_by_count":1,"area":null},{"id":"2203.02648","title":"Cluster-based Contrastive Disentangling for Generalized Zero-Shot Learning","created":"2022-03-05","cited_by_count":0,"area":null},{"id":"2208.13465","title":"Exploring Semantic Attributes from A Foundation Model for Federated Learning of Disjoint Label Spaces","created":"2022-08-29","cited_by_count":0,"area":null},{"id":"2211.12494","title":"On the Transferability of Visual Features in Generalized Zero-Shot Learning","created":"2022-11-22","cited_by_count":0,"area":null},{"id":"2302.04060","title":"A Systematic Evaluation and Benchmark for Embedding-Aware Generative Models: Features, Models, and Any-shot Scenarios","created":"2023-02-08","cited_by_count":0,"area":null},{"id":"2309.06987","title":"Instance Adaptive Prototypical Contrastive Embedding for Generalized Zero Shot Learning","created":"2023-09-13","cited_by_count":0,"area":null},{"id":"2309.13833","title":"Dual Feature Augmentation Network for Generalized Zero-shot Learning","created":"2023-09-25","cited_by_count":0,"area":null},{"id":"2310.07548","title":"Attribute Localization and Revision Network for Zero-Shot Learning","created":"2023-10-11","cited_by_count":0,"area":null},{"id":"2312.13100","title":"SEER-ZSL: Semantic Encoder-Enhanced Representations for Generalized Zero-Shot Learning","created":"2023-12-20","cited_by_count":0,"area":null},{"id":"2402.01264","title":"Direct side information learning for zero-shot regression","created":"2024-02-02","cited_by_count":0,"area":null},{"id":"2404.04953","title":"High-Discriminative Attribute Feature Learning for Generalized Zero-Shot Learning","created":"2024-04-07","cited_by_count":0,"area":null},{"id":"2405.03613","title":"Dual Relation Mining Network for Zero-Shot Learning","created":"2024-05-06","cited_by_count":0,"area":null},{"id":"2407.14103","title":"Zero-Shot Underwater Gesture Recognition","created":"2024-07-19","cited_by_count":0,"area":null},{"id":"2411.17454","title":"FLEX-CLIP: Feature-Level GEneration Network Enhanced CLIP for X-shot Cross-modal Retrieval","created":"2024-11-26","cited_by_count":0,"area":null},{"id":"2506.09745","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","created":"2025-06-11","cited_by_count":0,"area":null},{"id":"2507.01026","title":"Few-Shot Inspired Generative Zero-Shot Learning","created":"2025-06-18","cited_by_count":0,"area":null},{"id":"2508.07771","title":"Prototype-Guided Curriculum Learning for Zero-Shot Learning","created":"2025-08-11","cited_by_count":0,"area":null},{"id":"2512.12219","title":"Fine-Grained Zero-Shot Learning with Attribute-Centric Representations","created":"2025-12-13","cited_by_count":0,"area":null},{"id":"2512.18651","title":"Adversarial Robustness in Zero-Shot Learning:An Empirical Study on Class and Concept-Level Vulnerabilities","created":"2025-12-21","cited_by_count":0,"area":null},{"id":"2603.06281","title":"Learning Adaptive and Visually Aligned Conditions for Generative Zero-Shot Learning","created":"2026-03-06","cited_by_count":0,"area":null},{"id":"2603.21138","title":"Incentivizing Generative Zero-Shot Learning via Outcome-Reward Reinforcement Learning with Visual Cues","created":"2026-03-22","cited_by_count":0,"area":"deeprl"},{"id":"2608.02236","title":"GenPrior: Unleashing Text-to-Motion Generative Priors for Zero-Shot Skeleton-based Action Recognition","created":"2026-08-03","cited_by_count":0,"area":null}],"next_cursor":null}