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 Domain-Invariant Projection Learning for Zero-Shot Recognition Oct 19, 2018 Attribute Transfer Learning
— Unverified Transferrable Feature and Projection Learning with Class Hierarchy for Zero-Shot Learning Oct 19, 2018 Attribute Clustering
— Unverified Learning the Compositional Spaces for Generalized Zero-shot Learning Oct 17, 2018 Generalized Zero-Shot Learning Open Set Learning
— Unverified Hyper-Process Model: A Zero-Shot Learning algorithm for Regression Problems based on Shape Analysis Oct 16, 2018 General Classification image-classification
Code Code Available Zero-Shot Learning Based Approach For Medieval Word Recognition Using Deep-Learned Features Oct 1, 2018 Attribute Generalized Zero-Shot Learning
— Unverified Zero-shot Learning for Speech Recognition with Universal Phonetic Model Sep 27, 2018 speech-recognition Speech Recognition
— Unverified DEEP HIERARCHICAL MODEL FOR HIERARCHICAL SELECTIVE CLASSIFICATION AND ZERO SHOT LEARNING Sep 27, 2018 Classification Object Recognition
— Unverified Correction Networks: Meta-Learning for Zero-Shot Learning Sep 27, 2018 Meta-Learning Prediction
— Unverified From Classical to Generalized Zero-Shot Learning: a Simple Adaptation Process Sep 26, 2018 Generalized Zero-Shot Learning Zero-Shot Learning
— Unverified Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation Sep 12, 2018 Classification Cross-Lingual Transfer
— Unverified Multi-Target Prediction: A Unifying View on Problems and Methods Sep 7, 2018 Matrix Completion Multi-Label Classification
— Unverified Zero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference Sep 5, 2018 Misconceptions Zero-Shot Learning
Code Code Available Zero-shot User Intent Detection via Capsule Neural Networks Sep 2, 2018 Intent Detection Question Answering
Code Code Available End-to-End Joint Semantic Segmentation of Actors and Actions in Video Sep 1, 2018 Action Recognition Segmentation
— Unverified Compositional Learning for Human Object Interaction Sep 1, 2018 Human-Object Interaction Detection Object
— Unverified Towards Effective Deep Embedding for Zero-Shot Learning Aug 30, 2018 Zero-Shot Learning
— Unverified Open Set Chinese Character Recognition using Multi-typed Attributes Aug 27, 2018 Attribute Few-Shot Learning
— Unverified Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance Aug 8, 2018 Generalized Zero-Shot Learning Zero-Shot Learning
Code Code Available Multi-Label Zero-Shot Learning with Transfer-Aware Label Embedding Projection Aug 7, 2018 image-classification Image Classification
— Unverified Attributes' Importance for Zero-Shot Pose-Classification Based on Wearable Sensors Aug 2, 2018 Action Recognition Attribute
— Unverified Multi-modal Cycle-consistent Generalized Zero-Shot Learning Aug 1, 2018 General Classification Generalized Zero-Shot Learning
Code Code Available Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition Jul 24, 2018 Dictionary Learning Zero-Shot Learning
— Unverified Few-Shot Adaptation for Multimedia Semantic Indexing Jul 19, 2018 Few-Shot Learning parameter estimation
— Unverified Selective Zero-Shot Classification with Augmented Attributes Jul 19, 2018 Attribute Classification
— Unverified Geometric Generalization Based Zero-Shot Learning Dataset Infinite World: Simple Yet Powerful Jul 10, 2018 Zero-Shot Learning
— Unverified Learning Simplifications for Specific Target Audiences Jul 1, 2018 Lexical Simplification Machine Translation
— Unverified Toward zero-shot Entity Recognition in Task-oriented Conversational Agents Jul 1, 2018 Zero-Shot Learning
— Unverified Zero-shot Learning of Classifiers from Natural Language Quantification Jul 1, 2018 Semantic Parsing Zero-Shot Learning
— Unverified Extracting Commonsense Properties from Embeddings with Limited Human Guidance Jul 1, 2018 Active Learning Common Sense Reasoning
Code Code Available Global Semantic Consistency for Zero-Shot Learning Jun 22, 2018 Attribute Generalized Zero-Shot Learning
— Unverified GILE: A Generalized Input-Label Embedding for Text Classification Jun 16, 2018 Classification General Classification
Code Code Available One-Shot Unsupervised Cross Domain Translation Jun 15, 2018 Translation Unsupervised Image-To-Image Translation
Code Code Available Nearly Zero-Shot Learning for Semantic Decoding in Spoken Dialogue Systems Jun 14, 2018 speech-recognition Speech Recognition
— Unverified MSplit LBI: Realizing Feature Selection and Dense Estimation Simultaneously in Few-shot and Zero-shot Learning Jun 12, 2018 feature selection Zero-Shot Learning
— Unverified Probabilistic AND-OR Attribute Grouping for Zero-Shot Learning Jun 7, 2018 Attribute Zero-Shot Learning
Code Code Available Deep Mixture of Experts via Shallow Embedding Jun 5, 2018 Few-Shot Learning Meta-Learning
Code Code Available Webly Supervised Learning Meets Zero-Shot Learning: A Hybrid Approach for Fine-Grained Classification Jun 1, 2018 Fine-Grained Image Classification General Classification
— Unverified Learning to Promote Saliency Detectors Jun 1, 2018 Saliency Detection Small Data Image Classification
Code Code Available Rethinking Knowledge Graph Propagation for Zero-Shot Learning May 29, 2018 Zero-Shot Learning
Code Code Available Stacked Semantic-Guided Attention Model for Fine-Grained Zero-Shot Learning May 21, 2018 General Classification Multi-class Classification
— Unverified Progressive Ensemble Networks for Zero-Shot Recognition May 18, 2018 Diversity Generalized Zero-Shot Learning
— Unverified Sketch-a-Classifier: Sketch-based Photo Classifier Generation Apr 30, 2018 Transfer Learning Zero-Shot Learning
— Unverified Visual Data Synthesis via GAN for Zero-Shot Video Classification Apr 26, 2018 Classification General Classification
— Unverified Complementary Attributes: A New Clue to Zero-Shot Learning Apr 17, 2018 Attribute Style Generalization
— Unverified 