A Comparative Study of Pairwise Learning Methods based on Kernel Ridge Regression Mar 5, 2018 BIG-bench Machine Learning regression
— Unverified Deep Learning for Malicious Flow Detection Feb 9, 2018 Deep Learning Zero-Shot Learning
— Unverified Zero-Shot Kernel Learning Feb 5, 2018 Attribute Zero-Shot Learning
— Unverified A Generative Approach to Zero-Shot and Few-Shot Action Recognition Jan 27, 2018 Action Recognition Attribute
— Unverified Class label autoencoder for zero-shot learning Jan 25, 2018 Attribute Decoder
— Unverified Zero-Shot Learning via Latent Space Encoding Dec 26, 2017 Decoder Retrieval
— Unverified Train Once, Test Anywhere: Zero-Shot Learning for Text Classification Dec 16, 2017 Classification General Classification
Code Code Available Generalized Zero-Shot Learning via Synthesized Examples Dec 11, 2017 Attribute Decoder
— Unverified Fine-Grained Object Recognition and Zero-Shot Learning in Remote Sensing Imagery Dec 9, 2017 Language Modeling Language Modelling
— Unverified Combining Deep Universal Features, Semantic Attributes, and Hierarchical Classification for Zero-Shot Learning Dec 8, 2017 Attribute General Classification
— Unverified Neural Cross-Lingual Entity Linking Dec 5, 2017 Cross-Lingual Entity Linking Entity Disambiguation
— Unverified Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Networks Dec 5, 2017 General Classification Zero-Shot Learning
Code Code Available Feature Generating Networks for Zero-Shot Learning Dec 4, 2017 Generalized Zero-Shot Learning Generative Adversarial Network
Code Code Available A Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts Dec 4, 2017 Articles Zero-Shot Learning
— Unverified Structure propagation for zero-shot learning Nov 27, 2017 Zero-Shot Learning
Code Code Available Zero-shot Learning via Shared-Reconstruction-Graph Pursuit Nov 20, 2017 Clustering Generalized Zero-Shot Learning
— Unverified Multi-Label Zero-Shot Learning with Structured Knowledge Graphs Nov 17, 2017 General Classification Knowledge Graphs
Code Code Available Zero-Shot Learning via Category-Specific Visual-Semantic Mapping Nov 16, 2017 General Classification image-classification
— Unverified Learning to Compare: Relation Network for Few-Shot Learning Nov 16, 2017 Few-Shot Image Classification Few-Shot Learning
Code Code Available Zero-Shot Learning via Class-Conditioned Deep Generative Models Nov 15, 2017 Few-Shot Learning Zero-Shot Learning
— Unverified Radical analysis network for zero-shot learning in printed Chinese character recognition Nov 3, 2017 Decoder Zero-Shot Learning
— Unverified Generalized Zero-Shot Learning for Action Recognition with Web-Scale Video Data Oct 20, 2017 Action Recognition Generalized Zero-Shot Learning
— Unverified Recent Advances in Zero-shot Recognition Oct 13, 2017 Open Set Learning Zero-Shot Learning
— Unverified Using Task Descriptions in Lifelong Machine Learning for Improved Performance and Zero-Shot Transfer Oct 10, 2017 BIG-bench Machine Learning Dictionary Learning
— Unverified Learning Discriminative Latent Attributes for Zero-Shot Classification Oct 1, 2017 Attribute Classification
— Unverified Joint Learning of Object and Action Detectors Oct 1, 2017 Action Detection Object
— Unverified A Grassmannian Approach to Zero-Shot Learning for Network Intrusion Detection Sep 23, 2017 Attribute Intrusion Detection
— Unverified Zero-Shot Learning to Manage a Large Number of Place-Specific Compressive Change Classifiers Sep 15, 2017 Change Detection Memorization
— Unverified Multi-Label Zero-Shot Human Action Recognition via Joint Latent Ranking Embedding Sep 15, 2017 Action Recognition Multi-Label Learning
— Unverified Supervising Unsupervised Learning Sep 14, 2017 Clustering Zero-Shot Learning
— Unverified Joint Dictionaries for Zero-Shot Learning Sep 12, 2017 Attribute Dictionary Learning
— Unverified Answering Visual-Relational Queries in Web-Extracted Knowledge Graphs Sep 7, 2017 Graph Embedding Image Retrieval
Code Code Available Link the head to the "beak": Zero Shot Learning from Noisy Text Description at Part Precision Sep 4, 2017 Zero-Shot Learning
— Unverified A Generative Model For Zero Shot Learning Using Conditional Variational Autoencoders Sep 3, 2017 Attribute General Classification
— Unverified Knowledge Distillation for Bilingual Dictionary Induction Sep 1, 2017 Knowledge Distillation Translation
— Unverified Generating Visual Representations for Zero-Shot Classification Aug 23, 2017 Classification General Classification
— Unverified Weakly-supervised learning of visual relations Jul 29, 2017 Clustering Relation
— Unverified Boosted Zero-Shot Learning with Semantic Correlation Regularization Jul 25, 2017 Model Selection Transfer Learning
— Unverified A Simple Exponential Family Framework for Zero-Shot Learning Jul 25, 2017 Attribute Few-Shot Learning
Code Code Available Visually Aligned Word Embeddings for Improving Zero-shot Learning Jul 18, 2017 Semantic Similarity Semantic Textual Similarity
— Unverified Zero-Shot Fine-Grained Classification by Deep Feature Learning with Semantics Jul 4, 2017 Classification Domain Adaptation
— Unverified Zero-Shot Learning -- A Comprehensive Evaluation of the Good, the Bad and the Ugly Jul 3, 2017 Zero-Shot Learning
Code Code Available Matrix Tri-Factorization With Manifold Regularizations for Zero-Shot Learning Jul 1, 2017 Retrieval Transfer Learning
— Unverified Zero-Shot Classification With Discriminative Semantic Representation Learning Jul 1, 2017 Attribute Classification
— Unverified Zero Shot Learning via Multi-Scale Manifold Regularization Jul 1, 2017 Zero-Shot Learning
— Unverified Low-Rank Embedded Ensemble Semantic Dictionary for Zero-Shot Learning Jul 1, 2017 Dictionary Learning Zero-Shot Learning
— Unverified Multimodal Machine Learning: Integrating Language, Vision and Speech Jul 1, 2017 Audio-Visual Speech Recognition BIG-bench Machine Learning
— Unverified Obtaining referential word meanings from visual and distributional information: Experiments on object naming Jul 1, 2017 Object Object Recognition
— Unverified Alternative Semantic Representations for Zero-Shot Human Action Recognition Jun 28, 2017 Action Recognition Temporal Action Localization
— Unverified A Unified approach for Conventional Zero-shot, Generalized Zero-shot and Few-shot Learning Jun 27, 2017 Few-Shot Learning Generalized Zero-Shot Learning
— Unverified 