{"total":70,"rows":[{"id":"2103.16173","title":"Contrastive Embedding for Generalized Zero-Shot Learning","created":"2021-03-30","cited_by_count":94,"area":null},{"id":"2210.06756","title":"Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features","created":"2022-10-13","cited_by_count":63,"area":null},{"id":"2101.00443","title":"Semantics for Robotic Mapping, Perception and Interaction: A Survey","created":"2021-01-02","cited_by_count":56,"area":null},{"id":"2108.12517","title":"SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation","created":"2021-08-27","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":"2207.01887","title":"Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer","created":"2022-07-05","cited_by_count":33,"area":null},{"id":"2309.11433","title":"A Systematic Review of Few-Shot Learning in Medical Imaging","created":"2023-09-20","cited_by_count":28,"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":"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":"2109.14133","title":"Fine-Grained Zero-Shot Learning with DNA as Side Information","created":"2021-09-29","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":"2104.05668","title":"Learning Robust Visual-semantic Mapping for Zero-shot Learning","created":"2021-04-12","cited_by_count":16,"area":null},{"id":"2106.08022","title":"Zero-shot Node Classification with Decomposed Graph Prototype Network","created":"2021-06-15","cited_by_count":15,"area":null},{"id":"2311.00277","title":"OpenForest: A data catalogue for machine learning in forest monitoring","created":"2023-11-01","cited_by_count":15,"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":"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":"2106.06360","title":"Conterfactual Generative Zero-Shot Semantic Segmentation","created":"2021-06-11","cited_by_count":10,"area":null},{"id":"2211.04215","title":"Active Relation Discovery: Towards General and Label-aware Open Relation Extraction","created":"2022-11-08","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":"2101.03292","title":"Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning","created":"2021-01-09","cited_by_count":8,"area":null},{"id":"2102.08747","title":"Learning Visual Models using a Knowledge Graph as a Trainer","created":"2021-02-17","cited_by_count":8,"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":"2110.07130","title":"Region Semantically Aligned Network for Zero-Shot Learning","created":"2021-10-14","cited_by_count":6,"area":null},{"id":"2110.12812","title":"Domain Adaptation in Multi-View Embedding for Cross-Modal Video Retrieval","created":"2021-10-25","cited_by_count":6,"area":null},{"id":"2201.10972","title":"How Robust are Discriminatively Trained Zero-Shot Learning Models?","created":"2022-01-26","cited_by_count":6,"area":null},{"id":"2204.11280","title":"Deconstructed Generation-Based Zero-Shot Model","created":"2022-04-24","cited_by_count":6,"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":"2204.04053","title":"Identifying Ambiguous Similarity Conditions via Semantic Matching","created":"2022-04-08","cited_by_count":4,"area":null},{"id":"2301.00998","title":"Vocabulary-informed Zero-shot and Open-set Learning","created":"2023-01-03","cited_by_count":4,"area":null},{"id":"2312.09709","title":"ParsNets: A Parsimonious Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning","created":"2023-12-15","cited_by_count":4,"area":null},{"id":"2403.18969","title":"A Survey on Large Language Models from Concept to Implementation","created":"2024-03-27","cited_by_count":4,"area":null},{"id":"2103.04704","title":"On Implicit Attribute Localization for Generalized Zero-Shot Learning","created":"2021-03-08","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":"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":"2212.06097","title":"Resolving Semantic Confusions for Improved Zero-Shot Detection","created":"2022-12-12","cited_by_count":2,"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":"2210.15182","title":"Text2Model: Text-based Model Induction for Zero-shot Image Classification","created":"2022-10-27","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":"2409.07736","title":"Transfer Learning Applied to Computer Vision Problems: Survey on Current Progress, Limitations, and Opportunities","created":"2024-09-12","cited_by_count":1,"area":null},{"id":"2102.04969","title":"Semantic Borrowing for Generalized Zero-Shot Learning","created":"2021-01-30","cited_by_count":0,"area":null},{"id":"2102.13322","title":"Class Knowledge Overlay to Visual Feature Learning for Zero-Shot Image Classification","created":"2021-02-26","cited_by_count":0,"area":null},{"id":"2103.00086","title":"Recursive Training for Zero-Shot Semantic Segmentation","created":"2021-02-26","cited_by_count":0,"area":null},{"id":"2103.10764","title":"DFS: A Diverse Feature Synthesis Model for Generalized Zero-Shot Learning","created":"2021-03-19","cited_by_count":0,"area":null},{"id":"2107.10504","title":"External-Memory Networks for Low-Shot Learning of Targets in Forward-Looking-Sonar Imagery","created":"2021-07-22","cited_by_count":0,"area":null},{"id":"2108.07032","title":"Structure-Aware Feature Generation for Zero-Shot Learning","created":"2021-08-16","cited_by_count":0,"area":null},{"id":"2112.03134","title":"Prototypical Model with Novel Information-theoretic Loss Function for Generalized Zero Shot Learning","created":"2021-12-06","cited_by_count":0,"area":null},{"id":"2203.11559","title":"Frugal Learning of Virtual Exemplars for Label-Efficient Satellite Image Change Detection","created":"2022-03-22","cited_by_count":0,"area":null},{"id":"2203.15158","title":"Practical Aspects of Zero-Shot Learning","created":"2022-03-29","cited_by_count":0,"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":"2211.11956","title":"A Short Survey of Systematic Generalization","created":"2022-11-22","cited_by_count":0,"area":null},{"id":"2302.10040","title":"Ontology-aware Network for Zero-shot Sketch-based Image Retrieval","created":"2023-02-20","cited_by_count":0,"area":null},{"id":"2305.01885","title":"Evolving Dictionary Representation for Few-shot Class-incremental Learning","created":"2023-05-03","cited_by_count":0,"area":null},{"id":"2305.18731","title":"Epistemic Graph: A Plug-And-Play Module For Hybrid Representation Learning","created":"2023-05-30","cited_by_count":0,"area":null},{"id":"2308.09354","title":"Accelerated materials language processing enabled by GPT","created":"2023-08-18","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":"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":"2401.16876","title":"Zero-shot Classification using Hyperdimensional Computing","created":"2024-01-30","cited_by_count":0,"area":null},{"id":"2402.02141","title":"Zero-shot sketch-based remote sensing image retrieval based on multi-level and attention-guided tokenization","created":"2024-02-03","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":"2601.17905","title":"Feature-Space Generative Models for One-Shot Class-Incremental Learning","created":"2026-01-25","cited_by_count":0,"area":null},{"id":"2602.12401","title":"ZeroDiff++: Substantial Unseen Visual-semantic Correlation in Zero-shot Learning","created":"2026-02-12","cited_by_count":0,"area":null},{"id":"2605.11989","title":"A Transfer Learning Evaluation of Deep Neural Networks for Image Classification","created":"2026-05-12","cited_by_count":0,"area":null}],"next_cursor":null}