Compositional Fine-Grained Low-Shot Learning May 21, 2021 Attribute Diversity
— Unverified Zero-Shot Recommender Systems May 18, 2021 Recommendation Systems Zero-Shot Learning
— Unverified Multiple-Input Multiple-Output Fusion Network For Generalized Zero-Shot Learning May 13, 2021 Generalized Zero-Shot Learning Zero-Shot Learning
— Unverified Continuous representations of intents for dialogue systems May 8, 2021 Intent Detection Zero-Shot Learning
— Unverified Zero-Shot Personalized Speech Enhancement through Speaker-Informed Model Selection May 8, 2021 Clustering Denoising
— Unverified Test-Time Adaptation Toward Personalized Speech Enhancement: Zero-Shot Learning with Knowledge Distillation May 8, 2021 Denoising Knowledge Distillation
— Unverified One Model to Rule them All: Towards Zero-Shot Learning for Databases May 3, 2021 All Few-Shot Learning
— Unverified Dynamic VAEs with Generative Replay for Continual Zero-shot Learning Apr 26, 2021 Continual Learning Zero-Shot Learning
Code Code Available A Framework for Unsupervised Classificiation and Data Mining of Tweets about Cyber Vulnerabilities Apr 23, 2021 zero-shot-classification Zero-Shot Learning
— Unverified Attribute-Modulated Generative Meta Learning for Zero-Shot Classification Apr 22, 2021 Attribute Classification
— Unverified Revisiting Document Representations for Large-Scale Zero-Shot Learning Apr 21, 2021 Clustering Sentence
Code Code Available Imaginative Walks: Generative Random Walk Deviation Loss for Improved Unseen Learning Representation Apr 20, 2021 Attribute Image Generation
Code Code Available CrossATNet - A Novel Cross-Attention Based Framework for Sketch-Based Image Retrieval Apr 20, 2021 Image Retrieval Retrieval
— Unverified Multi-target prediction for dummies using two-branch neural networks Apr 19, 2021 BIG-bench Machine Learning Matrix Completion
— Unverified AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages Apr 18, 2021 Cross-Lingual Transfer Natural Language Understanding
Code Code Available Data-Efficient Language-Supervised Zero-Shot Learning with Self-Distillation Apr 18, 2021 Sentence Zero-Shot Learning
— Unverified Does language help generalization in vision models? Apr 16, 2021 Adversarial Robustness Clustering
Code Code Available Learning Robust Visual-semantic Mapping for Zero-shot Learning Apr 12, 2021 Zero-Shot Learning
— Unverified Evaluating Pre-Trained Models for User Feedback Analysis in Software Engineering: A Study on Classification of App-Reviews Apr 12, 2021 Classification General Classification
— Unverified Hippocampus-heuristic Character Recognition Network for Zero-shot Learning Apr 6, 2021 Hippocampus Zero-Shot Learning
— Unverified Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning Apr 5, 2021 Contrastive Learning Generalized Zero-Shot Learning
— Unverified Low-Resource Neural Machine Translation for Southern African Languages Apr 1, 2021 Low Resource Neural Machine Translation Low-Resource Neural Machine Translation
— Unverified Finding Spoiler Bias in Tweets by Zero-shot Learning and Knowledge Distilling from Neural Text Simplification Apr 1, 2021 Split and Rephrase Text Simplification
Code Code Available Universal Joy A Data Set and Results for Classifying Emotions Across Languages Apr 1, 2021 Diversity Emotion Classification
— Unverified Towards Offensive Language Identification for Dravidian Languages Apr 1, 2021 Few-Shot Learning Language Identification
Code Code Available Rectification-based Knowledge Retention for Continual Learning Mar 30, 2021 Continual Learning Generalized Zero-Shot Learning
— Unverified A Simple Approach for Zero-Shot Learning based on Triplet Distribution Embeddings Mar 29, 2021 Generalized Zero-Shot Learning Triplet
— Unverified Incrementally Zero-Shot Detection by an Extreme Value Analyzer Mar 23, 2021 class-incremental learning Class Incremental Learning
— Unverified Learning without Seeing nor Knowing: Towards Open Zero-Shot Learning Mar 23, 2021 Generalized Zero-Shot Learning Zero-Shot Learning
— Unverified Classifier Crafting: Turn Your ConvNet into a Zero-Shot Learner! Mar 20, 2021 General Classification Zero-Shot Learning
— Unverified Online Lifelong Generalized Zero-Shot Learning Mar 19, 2021 Continual Learning Generalized Zero-Shot Learning
Code Code Available DFS: A Diverse Feature Synthesis Model for Generalized Zero-Shot Learning Mar 19, 2021 Diversity Generalized Zero-Shot Learning
— Unverified Large-Scale Zero-Shot Image Classification from Rich and Diverse Textual Descriptions Mar 17, 2021 Articles General Classification
— Unverified On Implicit Attribute Localization for Generalized Zero-Shot Learning Mar 8, 2021 Attribute Generalized Zero-Shot Learning
— Unverified Task Aligned Generative Meta-learning for Zero-shot Learning Mar 3, 2021 Attribute Generalized Zero-Shot Learning
— Unverified Performance Variability in Zero-Shot Classification Mar 1, 2021 Classification Ensemble Learning
— Unverified Class Knowledge Overlay to Visual Feature Learning for Zero-Shot Image Classification Feb 26, 2021 General Classification image-classification
— Unverified Zero-Shot Learning Based on Knowledge Sharing Feb 26, 2021 Generative Adversarial Network Zero-Shot Learning
— Unverified A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned and Perspectives Feb 25, 2021 Contrastive Learning Language Modeling
— Unverified Multi-Knowledge Fusion for New Feature Generation in Generalized Zero-Shot Learning Feb 23, 2021 Generalized Zero-Shot Learning Retrieval
— Unverified Meta-Learned Attribute Self-Gating for Continual Generalized Zero-Shot Learning Feb 23, 2021 Attribute Generalized Zero-Shot Learning
— Unverified Wider Vision: Enriching Convolutional Neural Networks via Alignment to External Knowledge Bases Feb 22, 2021 Entity Alignment Explainable Models
— Unverified An Efficient Framework for Zero-Shot Sketch-Based Image Retrieval Feb 8, 2021 Content-Based Image Retrieval Domain Adaptation
— Unverified End-to-end Generative Zero-shot Learning via Few-shot Learning Feb 8, 2021 Few-Shot Learning Zero-Shot Learning
Code Code Available Adversarial Training of Variational Auto-encoders for Continual Zero-shot Learning(A-CZSL) Feb 7, 2021 Continual Learning Generalized Zero-Shot Learning
Code Code Available Zero-shot Learning with Deep Neural Networks for Object Recognition Feb 5, 2021 Object Recognition Zero-Shot Learning
— Unverified Transductive Zero-Shot Learning by Decoupled Feature Generation Feb 5, 2021 Zero-Shot Learning
— Unverified Isometric Propagation Network for Generalized Zero-shot Learning Feb 3, 2021 Generalized Zero-Shot Learning Zero-Shot Learning
— Unverified Semantic Borrowing for Generalized Zero-Shot Learning Jan 30, 2021 Generalized Zero-Shot Learning Metric Learning
— Unverified Cross Knowledge-based Generative Zero-Shot Learning Approach with Taxonomy Regularization Jan 25, 2021 image-classification Image Classification
— Unverified 