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 Compositional Learning for Human Object Interaction Sep 1, 2018 Human-Object Interaction Detection Object
— Unverified End-to-End Joint Semantic Segmentation of Actors and Actions in Video Sep 1, 2018 Action Recognition Segmentation
— 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 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 Learning Simplifications for Specific Target Audiences Jul 1, 2018 Lexical Simplification Machine Translation
— 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 Zero-Shot Object Detection Apr 12, 2018 Object object-detection
— Unverified A Large-scale Attribute Dataset for Zero-shot Learning Apr 12, 2018 Attribute Transfer Learning
Code Code Available Hierarchical Novelty Detection for Visual Object Recognition Apr 2, 2018 Generalized Zero-Shot Learning Novelty Detection
— Unverified Transductive Unbiased Embedding for Zero-Shot Learning Mar 30, 2018 Transductive Learning Zero-Shot Learning
— Unverified Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs Mar 21, 2018 Graph Neural Network Knowledge Graphs
Code Code Available Discriminative Learning of Latent Features for Zero-Shot Recognition Mar 18, 2018 Zero-Shot Learning
Code Code Available Zero-Shot Object Detection: Learning to Simultaneously Recognize and Localize Novel Concepts Mar 16, 2018 Clustering Novel Concepts
Code Code Available Deep Multiple Instance Learning for Zero-shot Image Tagging Mar 16, 2018 Multiple Instance Learning Zero-Shot Learning
Code Code Available Preserving Semantic Relations for Zero-Shot Learning Mar 8, 2018 Attribute Zero-Shot Learning
— Unverified 