On zero-shot recognition of generic objects Apr 10, 2019 Object Recognition Zero-Shot Learning
Code Code Available Leveraging the Invariant Side of Generative Zero-Shot Learning Apr 8, 2019 Generalized Zero-Shot Learning Zero-Shot Learning
Code Code Available Semantic-Aware Knowledge Preservation for Zero-Shot Sketch-Based Image Retrieval Apr 5, 2019 Diagnostic Domain Adaptation
Code Code Available 75 Languages, 1 Model: Parsing Universal Dependencies Universally Apr 3, 2019 Dependency Parsing model
Code Code Available Creativity Inspired Zero-Shot Learning Apr 1, 2019 Attribute Transfer Learning
Code Code Available Adaptive Adjustment with Semantic Feature Space for Zero-Shot Recognition Mar 30, 2019 Zero-Shot Learning
— Unverified Zero-shot Image Recognition Using Relational Matching, Adaptation and Calibration Mar 27, 2019 Domain Adaptation General Classification
— Unverified f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning Mar 25, 2019 Data Augmentation Few-Shot Learning
— Unverified Unifying Unsupervised Domain Adaptation and Zero-Shot Visual Recognition Mar 25, 2019 Domain Adaptation domain classification
Code Code Available Cross-Linked Variational Autoencoders for Generalized Zero-Shot Learning Mar 24, 2019 Few-Shot Learning Generalized Zero-Shot Learning
— Unverified Zero Shot Learning with the Isoperimetric Loss Mar 15, 2019 Zero-Shot Learning
— Unverified Few-Shot and Zero-Shot Learning for Historical Text Normalization Mar 12, 2019 Lemmatization Multi-Task Learning
— Unverified Transfer feature generating networks with semantic classes structure for zero-shot learning Mar 6, 2019 General Classification Zero-Shot Learning
— Unverified Zero-Shot Task Transfer Mar 4, 2019 Camera Pose Estimation Meta-Learning
Code Code Available Let's Transfer Transformations of Shared Semantic Representations Mar 2, 2019 Attribute Image Retrieval
Code Code Available Semantic-Guided Multi-Attention Localization for Zero-Shot Learning Mar 1, 2019 Triplet Zero-Shot Learning
— Unverified Zero-shot Learning of 3D Point Cloud Objects Feb 27, 2019 Attribute Zero-Shot Learning
Code Code Available Integrating Propositional and Relational Label Side Information for Hierarchical Zero-Shot Image Classification Feb 14, 2019 Attribute General Classification
— Unverified Harnessing GANs for Zero-shot Learning of New Classes in Visual Speech Recognition Jan 29, 2019 speech-recognition Speech Recognition
Code Code Available BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jan 25, 2019 Drug–drug Interaction Extraction Few-Shot Learning
Code Code Available Learning Classifiers for Domain Adaptation, Zero and Few-Shot Recognition Based on Learning Latent Semantic Parts Jan 25, 2019 Attribute Domain Adaptation
— Unverified A Zero-Shot Learning application in Deep Drawing process using Hyper-Process Model Jan 24, 2019 Zero-Shot Learning
— Unverified Human-centric Transfer Learning Explanation via Knowledge Graph [Extended Abstract] Jan 20, 2019 Transfer Learning Zero-Shot Learning
— Unverified Multi-modal Ensemble Classification for Generalized Zero Shot Learning Jan 15, 2019 Bayesian Inference Classification
— Unverified Transductive Zero-Shot Learning with Visual Structure Constraint Jan 6, 2019 Zero-Shot Learning
Code Code Available Adaptive Confidence Smoothing for Generalized Zero-Shot Learning Dec 24, 2018 Generalized Zero-Shot Learning Zero-Shot Learning
— Unverified Classifier and Exemplar Synthesis for Zero-Shot Learning Dec 16, 2018 Denoising Zero-Shot Learning
Code Code Available Few-shot classification in Named Entity Recognition Task Dec 14, 2018 Classification General Classification
Code Code Available Zero-Shot Learning with Sparse Attribute Propagation Dec 11, 2018 Attribute Image Retrieval
— Unverified Zero-Shot Anticipation for Instructional Activities Dec 6, 2018 Zero-Shot Learning
— Unverified Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders Dec 5, 2018 Few-Shot Learning Generalized Few-Shot Learning
Code Code Available Generalized Zero-Shot Learning with Deep Calibration Network Dec 1, 2018 Generalized Zero-Shot Learning Zero-Shot Learning
— Unverified Supervising Unsupervised Learning Dec 1, 2018 Clustering Zero-Shot Learning
— Unverified Stacked Semantics-Guided Attention Model for Fine-Grained Zero-Shot Learning Dec 1, 2018 General Classification Multi-class Classification
Code Code Available Polarity Loss for Zero-shot Object Detection Nov 22, 2018 Generalized Zero-Shot Object Detection Metric Learning
Code Code Available Bi-Adversarial Auto-Encoder for Zero-Shot Learning Nov 20, 2018 Decoder Zero-Shot Learning
— Unverified Generalized Zero-Shot Recognition based on Visually Semantic Embedding Nov 19, 2018 Attribute Generalized Zero-Shot Learning
— Unverified Beyond Attributes: Adversarial Erasing Embedding Network for Zero-shot Learning Nov 19, 2018 Attribute Zero-Shot Learning
— Unverified Fine-grained Classification using Heterogeneous Web Data and Auxiliary Categories Nov 19, 2018 Classification General Classification
— Unverified Not just a matter of semantics: the relationship between visual similarity and semantic similarity Nov 17, 2018 Image Retrieval Retrieval
— Unverified Generative Dual Adversarial Network for Generalized Zero-shot Learning Nov 12, 2018 Generalized Zero-Shot Learning Metric Learning
Code Code Available Model Selection for Generalized Zero-shot Learning Nov 8, 2018 Generalized Zero-Shot Learning Generative Adversarial Network
— Unverified Zero-shot Relation Classification as Textual Entailment Nov 1, 2018 Classification General Classification
— Unverified Informed Democracy: Voting-based Novelty Detection for Action Recognition Oct 30, 2018 Action Classification Action Recognition
— Unverified Imagination Based Sample Construction for Zero-Shot Learning Oct 29, 2018 Attribute Image Retrieval
— Unverified Semi-unsupervised Learning of Human Activity using Deep Generative Models Oct 29, 2018 Classification General Classification
Code Code Available Zero and Few Shot Learning with Semantic Feature Synthesis and Competitive Learning Oct 19, 2018 Attribute Few-Shot Learning
— Unverified Transferrable Feature and Projection Learning with Class Hierarchy for Zero-Shot Learning Oct 19, 2018 Attribute Clustering
— Unverified Domain-Invariant Projection Learning for Zero-Shot Recognition Oct 19, 2018 Attribute Transfer Learning
— Unverified Learning the Compositional Spaces for Generalized Zero-shot Learning Oct 17, 2018 Generalized Zero-Shot Learning Open Set Learning
— Unverified 