Deep Zero-Shot Learning for Scene Sketch May 11, 2019 Transfer Learning Zero-Shot Learning
— Unverified Zero-Shot Audio Classification Based on Class Label Embeddings May 6, 2019 Audio Classification Classification
— Unverified VHEGAN: Variational Hetero-Encoder Randomized GAN for Zero-Shot Learning May 1, 2019 Image Generation Retrieval
— Unverified Learning shared manifold representation of images and attributes for generalized zero-shot learning May 1, 2019 Generalized Zero-Shot Learning Zero-Shot Learning
— Unverified Dimensionality Reduction for Representing the Knowledge of Probabilistic Models May 1, 2019 Classification Dimensionality Reduction
— Unverified Context-Aware Zero-Shot Learning for Object Recognition Apr 24, 2019 Object Object Recognition
— Unverified Learning Feature-to-Feature Translator by Alternating Back-Propagation for Generative Zero-Shot Learning Apr 22, 2019 Zero-Shot Learning
Code Code Available Context-Aware Zero-Shot Recognition Apr 19, 2019 Object Recognition Zero-Shot Learning
Code Code Available Semantically Aligned Bias Reducing Zero Shot Learning Apr 16, 2019 Zero-Shot Learning
— Unverified SR-GAN: Semantic Rectifying Generative Adversarial Network for Zero-shot Learning Apr 15, 2019 Generative Adversarial Network Zero-Shot Learning
— Unverified AMS-SFE: Towards an Alignment of Manifold Structures via Semantic Feature Expansion for Zero-shot Learning Apr 12, 2019 Zero-Shot Learning
— Unverified TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning Apr 11, 2019 Attribute Few-Shot Learning
Code Code Available 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 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 Unifying Unsupervised Domain Adaptation and Zero-Shot Visual Recognition Mar 25, 2019 Domain Adaptation domain classification
Code Code Available f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning Mar 25, 2019 Data Augmentation Few-Shot Learning
— Unverified 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 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 Stacked Semantics-Guided Attention Model for Fine-Grained Zero-Shot Learning Dec 1, 2018 General Classification Multi-class Classification
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 Bi-Adversarial Auto-Encoder for Zero-Shot Learning Nov 20, 2018 Decoder Zero-Shot Learning
— Unverified Beyond Attributes: Adversarial Erasing Embedding Network for Zero-shot Learning Nov 19, 2018 Attribute Zero-Shot Learning
— Unverified Generalized Zero-Shot Recognition based on Visually Semantic Embedding Nov 19, 2018 Attribute Generalized 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 