Sampling Matters in Deep Embedding Learning Jun 23, 2017 Clustering Face Verification
Code Code Available Zero-Shot Relation Extraction via Reading Comprehension Jun 13, 2017 Reading Comprehension Relation
Code Code Available Generative-Discriminative Variational Model for Visual Recognition Jun 7, 2017 Classification General Classification
— Unverified Learning Structured Semantic Embeddings for Visual Recognition Jun 5, 2017 General Classification Multi-Label Classification
— Unverified Zero-Shot Learning with Generative Latent Prototype Model May 26, 2017 model Transfer Learning
— Unverified Semantic Softmax Loss for Zero-Shot Learning May 22, 2017 Classification General Classification
— Unverified From Zero-shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis May 4, 2017 General Classification Object Recognition
— Unverified Attributes2Classname: A discriminative model for attribute-based unsupervised zero-shot learning May 4, 2017 Attribute Zero-Shot Learning
Code Code Available Improving Facial Attribute Prediction using Semantic Segmentation Apr 27, 2017 Attribute Face Parsing
— Unverified Semantic Autoencoder for Zero-Shot Learning Apr 26, 2017 Attribute Clustering
Code Code Available Automatic Discovery, Association Estimation and Learning of Semantic Attributes for a Thousand Categories Apr 12, 2017 Attribute Zero-Shot Learning
— Unverified Semantically Consistent Regularization for Zero-Shot Recognition Apr 10, 2017 General Classification Zero-Shot Learning
Code Code Available A Deep Compositional Framework for Human-like Language Acquisition in Virtual Environment Mar 28, 2017 Language Acquisition Navigate
— Unverified Transductive Zero-Shot Learning with a Self-training dictionary approach Mar 27, 2017 Transductive Learning Transfer Learning
— Unverified Transductive Zero-Shot Learning with Adaptive Structural Embedding Mar 27, 2017 Domain Adaptation Zero-Shot Learning
— Unverified Joint Intermodal and Intramodal Label Transfers for Extremely Rare or Unseen Classes Mar 22, 2017 Classification General Classification
— Unverified No Fuss Distance Metric Learning using Proxies Mar 21, 2017 Metric Learning Semantic Similarity
Code Code Available Zero-Shot Learning by Generating Pseudo Feature Representations Mar 19, 2017 Attribute Novel Concepts
— Unverified Zero-Shot Recognition using Dual Visual-Semantic Mapping Paths Mar 15, 2017 Zero-Shot Learning
— Unverified Prototypical Networks for Few-shot Learning Mar 15, 2017 Category-Agnostic Pose Estimation Few-Shot Image Classification
Code Code Available Zero-Shot Learning -- The Good, the Bad and the Ugly Mar 13, 2017 Zero-Shot Learning
Code Code Available DeMIAN: Deep Modality Invariant Adversarial Network Dec 23, 2016 Domain Adaptation General Classification
— Unverified Tinkering Under the Hood: Interactive Zero-Shot Learning with Net Surgery Dec 15, 2016 Novel Concepts Zero-Shot Learning
— Unverified Zero-Shot Learning posed as a Missing Data Problem Dec 2, 2016 Zero-Shot Learning
— Unverified Learning Deep Parsimonious Representations Dec 1, 2016 Clustering Few-Shot Image Classification
Code Code Available Label Embedding for Zero-shot Fine-grained Named Entity Typing Dec 1, 2016 Entity Linking Entity Typing
— Unverified Exploring Distributional Representations and Machine Translation for Aspect-based Cross-lingual Sentiment Classification. Dec 1, 2016 Cross-Lingual Sentiment Classification Denoising
— Unverified Unifying Multi-Domain Multi-Task Learning: Tensor and Neural Network Perspectives Nov 28, 2016 Domain Adaptation Multi-Task Learning
— Unverified Multi-Task Zero-Shot Action Recognition with Prioritised Data Augmentation Nov 26, 2016 Action Recognition Data Augmentation
— Unverified Learning Joint Feature Adaptation for Zero-Shot Recognition Nov 23, 2016 Zero-Shot Learning
— Unverified Learning a Deep Embedding Model for Zero-Shot Learning Nov 15, 2016 Image Captioning Sentence
Code Code Available Gaussian Visual-Linguistic Embedding for Zero-Shot Recognition Nov 1, 2016 Topic Models Zero-Shot Learning
— Unverified Local Similarity-Aware Deep Feature Embedding Oct 27, 2016 Image Retrieval Retrieval
— Unverified Recovering the Missing Link: Predicting Class-Attribute Associations for Unsupervised Zero-Shot Learning Oct 15, 2016 Attribute zero-shot-classification
— Unverified Zero Shot Hashing Oct 9, 2016 Object Recognition Zero-Shot Learning
— Unverified Hard Negative Mining for Metric Learning Based Zero-Shot Classification Aug 26, 2016 Classification Domain Adaptation
— Unverified Infinite-Label Learning with Semantic Output Codes Aug 23, 2016 Multi-Label Learning Zero-Shot Learning
— Unverified Detecting Visually Relevant Sentences for Fine-Grained Classification Aug 1, 2016 Classification Fine-Grained Image Classification
— Unverified Improving Zero-Shot-Learning for German Particle Verbs by using Training-Space Restrictions and Local Scaling Aug 1, 2016 Zero-Shot Learning
— Unverified Attribute Learning for Network Intrusion Detection Jul 28, 2016 Attribute Intrusion Detection
— Unverified Improving Semantic Embedding Consistency by Metric Learning for Zero-Shot Classification Jul 27, 2016 Attribute General Classification
— Unverified Collaborative Training of Tensors for Compositional Distributional Semantics Jul 8, 2016 Zero-Shot Learning
— Unverified Zero-Shot Visual Recognition via Bidirectional Latent Embedding Jul 7, 2016 Action Recognition Temporal Action Localization
— Unverified Zero-Shot Learning with Multi-Battery Factor Analysis Jun 30, 2016 image-classification Image Classification
— Unverified Efficient Pairwise Learning Using Kernel Ridge Regression: an Exact Two-Step Method Jun 14, 2016 Collaborative Filtering Matrix Completion
— Unverified Multi-Label Zero-Shot Learning via Concept Embedding Jun 1, 2016 Multi-label zero-shot learning Zero-Shot Learning
— Unverified Fast Zero-Shot Image Tagging May 31, 2016 Multi-label zero-shot learning Zero-Shot Learning
— Unverified Semi-supervised Zero-Shot Learning by a Clustering-based Approach May 29, 2016 Clustering Object Recognition
— Unverified Neighborhood Sensitive Mapping for Zero-Shot Classification using Independently Learned Semantic Embeddings May 26, 2016 General Classification zero-shot-classification
— Unverified Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning May 26, 2016 Clustering Object
— Unverified 