{"total":133,"rows":[{"id":"2301.04926","title":"CLIP2Scene: Towards Label-efficient 3D Scene Understanding by CLIP","created":"2023-01-12","cited_by_count":181,"area":null},{"id":"2205.06743","title":"A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities","created":"2022-05-13","cited_by_count":163,"area":null},{"id":"2103.16173","title":"Contrastive Embedding for Generalized Zero-Shot Learning","created":"2021-03-30","cited_by_count":94,"area":null},{"id":"2305.05726","title":"Vision-Language Models in Remote Sensing: Current Progress and Future Trends","created":"2023-05-09","cited_by_count":93,"area":"mllm"},{"id":"2101.07978","title":"Semantics Disentangling for Generalized Zero-Shot Learning","created":"2021-01-20","cited_by_count":56,"area":null},{"id":"2104.04697","title":"ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning","created":"2021-04-10","cited_by_count":46,"area":null},{"id":"2102.07339","title":"OntoZSL: Ontology-enhanced Zero-shot Learning","created":"2021-02-15","cited_by_count":45,"area":null},{"id":"2103.00070","title":"Knowledge-aware Zero-Shot Learning: Survey and Perspective","created":"2021-02-26","cited_by_count":41,"area":null},{"id":"2104.06601","title":"Zero-Shot Instance Segmentation","created":"2021-04-14","cited_by_count":40,"area":null},{"id":"2104.14235","title":"Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety","created":"2021-04-29","cited_by_count":35,"area":null},{"id":"2105.00187","title":"One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework","created":"2021-05-01","cited_by_count":33,"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":"2104.05248","title":"All Labels Are Not Created Equal: Enhancing Semi-supervision via Label Grouping and Co-training","created":"2021-04-12","cited_by_count":32,"area":null},{"id":"2309.00096","title":"AttrSeg: Open-Vocabulary Semantic Segmentation via Attribute Decomposition-Aggregation","created":"2023-08-31","cited_by_count":29,"area":null},{"id":"2203.03598","title":"Audio-visual Generalised Zero-shot Learning with Cross-modal Attention and Language","created":"2022-03-07","cited_by_count":27,"area":null},{"id":"2111.02073","title":"Dual Progressive Prototype Network for Generalized Zero-Shot Learning","created":"2021-11-03","cited_by_count":26,"area":null},{"id":"2303.14348","title":"Zero-Shot Everything Sketch-Based Image Retrieval, and in Explainable Style","created":"2023-03-25","cited_by_count":25,"area":null},{"id":"2105.05926","title":"Semantic Diversity Learning for Zero-Shot Multi-label Classification","created":"2021-05-12","cited_by_count":24,"area":null},{"id":"2308.00313","title":"Zero-Shot Learning by Harnessing Adversarial Samples","created":"2023-08-01","cited_by_count":24,"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":"2406.13327","title":"Part-aware Unified Representation of Language and Skeleton for Zero-shot Action Recognition","created":"2024-06-19","cited_by_count":23,"area":null},{"id":"2203.03483","title":"Towards Unbiased Multi-label Zero-Shot Learning with Pyramid and Semantic Attention","created":"2022-03-07","cited_by_count":21,"area":null},{"id":"2307.10782","title":"See More and Know More: Zero-shot Point Cloud Segmentation via Multi-modal Visual Data","created":"2023-07-20","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":"2203.15310","title":"Hybrid Routing Transformer for Zero-Shot Learning","created":"2022-03-29","cited_by_count":20,"area":null},{"id":"2103.02185","title":"Task Aligned Generative Meta-learning for Zero-shot Learning","created":"2021-03-03","cited_by_count":19,"area":null},{"id":"2108.04603","title":"Relation-aware Compositional Zero-shot Learning for Attribute-Object Pair Recognition","created":"2021-08-10","cited_by_count":19,"area":null},{"id":"2102.02038","title":"Isometric Propagation Network for Generalized Zero-shot Learning","created":"2021-02-03","cited_by_count":18,"area":null},{"id":"2211.11747","title":"NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research","created":"2022-11-15","cited_by_count":18,"area":null},{"id":"2404.09941","title":"Evolving Interpretable Visual Classifiers with Large Language Models","created":"2024-04-15","cited_by_count":18,"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":"2106.11841","title":"Domain-Smoothing Network for Zero-Shot Sketch-Based Image Retrieval","created":"2021-06-22","cited_by_count":13,"area":null},{"id":"2107.03163","title":"Mitigating Generation Shifts for Generalized Zero-Shot Learning","created":"2021-07-07","cited_by_count":13,"area":null},{"id":"2201.05914","title":"Towards Zero-shot Sign Language Recognition","created":"2022-01-15","cited_by_count":13,"area":null},{"id":"2401.04716","title":"Low-Resource Vision Challenges for Foundation Models","created":"2024-01-09","cited_by_count":13,"area":null},{"id":"2106.00264","title":"Hardness Sampling for Self-Training Based Transductive Zero-Shot Learning","created":"2021-06-01","cited_by_count":12,"area":null},{"id":"2108.00045","title":"Multi-Head Self-Attention via Vision Transformer for Zero-Shot Learning","created":"2021-07-30","cited_by_count":12,"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":"2106.08605","title":"Disentangling Semantic-to-visual Confusion for Zero-shot Learning","created":"2021-06-16","cited_by_count":11,"area":null},{"id":"2204.04601","title":"Explaining Deep Convolutional Neural Networks via Latent Visual-Semantic Filter Attention","created":"2022-04-10","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":"2202.11948","title":"Domain Disentangled Generative Adversarial Network for Zero-Shot Sketch-Based 3D Shape Retrieval","created":"2022-02-24","cited_by_count":10,"area":null},{"id":"2407.08130","title":"Spiking Tucker Fusion Transformer for Audio-Visual Zero-Shot Learning","created":"2024-07-11","cited_by_count":10,"area":null},{"id":"2104.09918","title":"CrossATNet - A Novel Cross-Attention Based Framework for Sketch-Based Image Retrieval","created":"2021-04-20","cited_by_count":9,"area":null},{"id":"2104.10355","title":"Revisiting Document Representations for Large-Scale Zero-Shot Learning","created":"2021-04-21","cited_by_count":9,"area":null},{"id":"2309.09592","title":"Multi-Semantic Fusion Model for Generalized Zero-Shot Skeleton-Based Action Recognition","created":"2023-09-18","cited_by_count":9,"area":null},{"id":"2101.03292","title":"Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning","created":"2021-01-09","cited_by_count":8,"area":null},{"id":"2104.10857","title":"Attribute-Modulated Generative Meta Learning for Zero-Shot Classification","created":"2021-04-22","cited_by_count":8,"area":null},{"id":"2309.00923","title":"GBE-MLZSL: A Group Bi-Enhancement Framework for Multi-Label Zero-Shot Learning","created":"2023-09-02","cited_by_count":8,"area":null},{"id":"2101.08894","title":"Generative Replay-based Continual Zero-Shot Learning","created":"2021-01-22","cited_by_count":7,"area":null},{"id":"2111.03651","title":"The Curious Layperson: Fine-Grained Image Recognition without Expert Labels","created":"2021-11-05","cited_by_count":7,"area":null},{"id":"2112.12573","title":"Boosting Generative Zero-Shot Learning by Synthesizing Diverse Features with Attribute Augmentation","created":"2021-12-23","cited_by_count":7,"area":null},{"id":"2201.10185","title":"Zero-Shot Sketch Based Image Retrieval using Graph Transformer","created":"2022-01-25","cited_by_count":7,"area":null},{"id":"2201.11794","title":"A Survey on Visual Transfer Learning using Knowledge Graphs","created":"2022-01-27","cited_by_count":7,"area":null},{"id":"2101.00173","title":"CIZSL++: Creativity Inspired Generative Zero-Shot Learning","created":"2021-01-01","cited_by_count":6,"area":null},{"id":"2102.07402","title":"Information flows of diverse autoencoders","created":"2021-02-15","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":"2101.09892","title":"Cross Knowledge-based Generative Zero-Shot Learning Approach with Taxonomy Regularization","created":"2021-01-25","cited_by_count":5,"area":null},{"id":"2110.00860","title":"Implicit and Explicit Attention for Zero-Shot Learning","created":"2021-10-02","cited_by_count":5,"area":null},{"id":"2302.07319","title":"Frustratingly Simple but Effective Zero-shot Detection and Segmentation: Analysis and a Strong Baseline","created":"2023-02-14","cited_by_count":5,"area":null},{"id":"2411.07163","title":"A Domain-Agnostic Neurosymbolic Approach for Big Social Data Analysis: Evaluating Mental Health Sentiment on Social Media during COVID-19","created":"2024-11-11","cited_by_count":5,"area":null},{"id":"2108.10967","title":"Field-Guide-Inspired Zero-Shot Learning","created":"2021-08-24","cited_by_count":4,"area":null},{"id":"2201.00577","title":"Semantically Grounded Visual Embeddings for Zero-Shot Learning","created":"2022-01-03","cited_by_count":4,"area":null},{"id":"2209.01994","title":"Federated Zero-Shot Learning for Visual Recognition","created":"2022-09-05","cited_by_count":4,"area":"safety"},{"id":"2301.00998","title":"Vocabulary-informed Zero-shot and Open-set Learning","created":"2023-01-03","cited_by_count":4,"area":null},{"id":"2403.09363","title":"Sentinel-Guided Zero-Shot Learning: A Collaborative Paradigm without Real Data Exposure","created":"2024-03-14","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":"2503.17677","title":"Reducing Class-wise Confusion for Incremental Learning with Disentangled Manifolds","created":"2025-03-22","cited_by_count":4,"area":null},{"id":"2104.01832","title":"Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning","created":"2021-04-05","cited_by_count":3,"area":null},{"id":"2105.10335","title":"Data-driven Weight Initialization with Sylvester Solvers","created":"2021-05-02","cited_by_count":3,"area":null},{"id":"2111.12757","title":"ACNet: Approaching-and-Centralizing Network for Zero-Shot Sketch-Based Image Retrieval","created":"2021-11-24","cited_by_count":3,"area":null},{"id":"2203.16041","title":"An Iterative Co-Training Transductive Framework for Zero Shot Learning","created":"2022-03-30","cited_by_count":3,"area":null},{"id":"2207.08191","title":"Stroke-Based Autoencoders: Self-Supervised Learners for Efficient Zero-Shot Chinese Character Recognition","created":"2022-07-17","cited_by_count":3,"area":null},{"id":"2305.05144","title":"Adapt and Align to Improve Zero-Shot Sketch-Based Image Retrieval","created":"2023-05-09","cited_by_count":3,"area":null},{"id":"2306.14628","title":"An Integral Projection-based Semantic Autoencoder for Zero-Shot Learning","created":"2023-06-26","cited_by_count":3,"area":"mechinterp"},{"id":"2312.01167","title":"Meta-Learned Attribute Self-Interaction Network for Continual and Generalized Zero-Shot Learning","created":"2023-12-02","cited_by_count":3,"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":"2402.09242","title":"Synthesizing Knowledge-enhanced Features for Real-world Zero-shot Food Detection","created":"2024-02-14","cited_by_count":3,"area":null},{"id":"2502.10060","title":"DiSciPLE: Learning Interpretable Programs for Scientific Visual Discovery","created":"2025-02-14","cited_by_count":3,"area":null},{"id":"2104.09757","title":"Imaginative Walks: Generative Random Walk Deviation Loss for Improved Unseen Learning Representation","created":"2021-04-20","cited_by_count":2,"area":null},{"id":"2112.07966","title":"Modality-Aware Triplet Hard Mining for Zero-shot Sketch-Based Image Retrieval","created":"2021-12-15","cited_by_count":2,"area":null},{"id":"2201.05479","title":"HardBoost: Boosting Zero-Shot Learning with Hard Classes","created":"2022-01-14","cited_by_count":2,"area":null},{"id":"2202.11319","title":"Absolute Zero-Shot Learning","created":"2022-02-23","cited_by_count":2,"area":null},{"id":"2203.13535","title":"SeCo: Separating Unknown Musical Visual Sounds with Consistency Guidance","created":"2022-03-25","cited_by_count":2,"area":null},{"id":"2204.05666","title":"Three-Stream Joint Network for Zero-Shot Sketch-Based Image Retrieval","created":"2022-04-12","cited_by_count":2,"area":null},{"id":"2212.06097","title":"Resolving Semantic Confusions for Improved Zero-Shot Detection","created":"2022-12-12","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":"2308.12366","title":"Continual Zero-Shot Learning through Semantically Guided Generative Random Walks","created":"2023-08-23","cited_by_count":2,"area":null},{"id":"2401.01181","title":"Query-Based Knowledge Sharing for Open-Vocabulary Multi-Label Classification","created":"2024-01-02","cited_by_count":2,"area":"distill"},{"id":"2511.17103","title":"Bridging Visual Affective Gap: Borrowing Textual Knowledge by Learning from Noisy Image-Text Pairs","created":"2025-11-21","cited_by_count":2,"area":null},{"id":"2102.03137","title":"Zero-shot Learning with Deep Neural Networks for Object Recognition","created":"2021-02-05","cited_by_count":1,"area":null},{"id":"2103.00845","title":"A Brief Summary of Interactions Between Meta-Learning and Self-Supervised Learning","created":"2021-03-01","cited_by_count":1,"area":null},{"id":"2103.12609","title":"Incrementally Zero-Shot Detection by an Extreme Value Analyzer","created":"2021-03-23","cited_by_count":1,"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":"2110.04250","title":"Active learning for interactive satellite image change detection","created":"2021-10-08","cited_by_count":1,"area":null},{"id":"2203.09017","title":"Semantic-diversity transfer network for generalized zero-shot learning via inner disagreement based OOD detector","created":"2022-03-17","cited_by_count":1,"area":null},{"id":"2203.11564","title":"Reinforcement-based frugal learning for satellite image change detection","created":"2022-03-22","cited_by_count":1,"area":null},{"id":"2204.08090","title":"Learning Compositional Representations for Effective Low-Shot Generalization","created":"2022-04-17","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}],"next_cursor":"100"}