Discriminative Embedding Autoencoder with a Regressor Feedback for Zero-Shot Learning Jul 18, 2019 Decoder Generalized Zero-Shot Learning
— Unverified Mitigating the Hubness Problem for Zero-Shot Learning of 3D Objects Jul 15, 2019 3D Object Recognition Generalized Zero-Shot Learning
— Unverified Dual Adversarial Semantics-Consistent Network for Generalized Zero-Shot Learning Jul 12, 2019 Generalized Zero-Shot Learning Transfer Learning
— Unverified Zero-shot Learning for Audio-based Music Classification and Tagging Jul 5, 2019 Attribute Classification
Code Code Available Zero-shot Word Sense Disambiguation using Sense Definition Embeddings Jul 1, 2019 Generalized Zero-Shot Learning Graph Embedding
Code Code Available Visual Space Optimization for Zero-shot Learning Jun 30, 2019 Zero-Shot Learning
— Unverified From Zero-Shot Learning to Cold-Start Recommendation Jun 20, 2019 Decoder Recommendation Systems
Code Code Available Zero-shot Learning and Knowledge Transfer in Music Classification and Tagging Jun 20, 2019 Classification General Classification
— Unverified Weakly Supervised Clustering by Exploiting Unique Class Count Jun 18, 2019 Clustering Multiple Instance Learning
Code Code Available Representation Quality Of Neural Networks Links To Adversarial Attacks and Defences Jun 15, 2019 Clustering Zero-Shot Learning
Code Code Available Semantics to Space(S2S): Embedding semantics into spatial space for zero-shot verb-object query inferencing Jun 13, 2019 Human-Object Interaction Detection Zero-Shot Learning
— Unverified Joint Concept Matching based Learning for Zero-Shot Recognition Jun 13, 2019 Object Zero-Shot Learning
— Unverified Know What You Don't Know: Modeling a Pragmatic Speaker that Refers to Objects of Unknown Categories Jun 13, 2019 Object Zero-Shot Learning
— Unverified From Fully Supervised to Zero Shot Settings for Twitter Hashtag Recommendation Jun 11, 2019 Zero-Shot Learning
— Unverified Task-Aware Feature Generation for Zero-Shot Compositional Learning Jun 11, 2019 Novel Concepts Zero-Shot Learning
Code Code Available Zero-Shot Image Classification Using Coupled Dictionary Embedding Jun 10, 2019 Attribute Classification
— Unverified A Generative Framework for Zero-Shot Learning with Adversarial Domain Adaptation Jun 7, 2019 Attribute Domain Adaptation
Code Code Available Large-Scale Multi-Label Text Classification on EU Legislation Jun 5, 2019 Classification General Classification
Code Code Available A Natural Language-Inspired Multi-label Video Streaming Traffic Classification Method Based on Deep Neural Networks Jun 4, 2019 Classification General Classification
— Unverified Zero-Shot Semantic Segmentation Jun 3, 2019 General Classification Segmentation
Code Code Available Dataset Mention Extraction and Classification Jun 1, 2019 Classification General Classification
— Unverified ZstGAN: An Adversarial Approach for Unsupervised Zero-Shot Image-to-Image Translation Jun 1, 2019 Attribute Image Generation
Code Code Available Hierarchical Disentanglement of Discriminative Latent Features for Zero-Shot Learning Jun 1, 2019 Disentanglement Generalized Zero-Shot Learning
— Unverified Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders Jun 1, 2019 Few-Shot Learning Generalized Few-Shot Learning
Code Code Available Gradient Matching Generative Networks for Zero-Shot Learning Jun 1, 2019 Domain Adaptation General Classification
Code Code Available Compressing Unknown Images With Product Quantizer for Efficient Zero-Shot Classification Jun 1, 2019 General Classification Generalized Zero-Shot Learning
— Unverified Large-Scale Few-Shot Learning: Knowledge Transfer With Class Hierarchy Jun 1, 2019 Few-Shot Learning Transfer Learning
Code Code Available Min-Max Statistical Alignment for Transfer Learning Jun 1, 2019 Domain Adaptation Transfer Learning
— Unverified Attentive Region Embedding Network for Zero-Shot Learning Jun 1, 2019 Zero-Shot Learning
— Unverified Deep Asymmetric Metric Learning via Rich Relationship Mining Jun 1, 2019 Face Verification Image Retrieval
— Unverified Marginalized Latent Semantic Encoder for Zero-Shot Learning Jun 1, 2019 Graph Reconstruction Zero-Shot Learning
— Unverified CLAREL: Classification via retrieval loss for zero-shot learning May 31, 2019 Classification General Classification
— Unverified Efficient Amortised Bayesian Inference for Hierarchical and Nonlinear Dynamical Systems May 28, 2019 Bayesian Inference Zero-Shot Learning
Code Code Available Extreme Multi-Label Legal Text Classification: A case study in EU Legislation May 26, 2019 General Classification Multi Label Text Classification
— Unverified Leveraging Semantic Embeddings for Safety-Critical Applications May 19, 2019 Zero-Shot Learning
— Unverified Learning Visually Consistent Label Embeddings for Zero-Shot Learning May 16, 2019 Transfer Learning Zero-Shot Learning
— Unverified Task-Driven Modular Networks for Zero-Shot Compositional Learning May 15, 2019 Attribute Novel Concepts
Code Code Available Unified Generator-Classifier for Efficient Zero-Shot Learning May 11, 2019 Action Classification General Classification
— Unverified 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 