Language Models are Few-Shot Learners May 28, 2020 answerability prediction Articles
Code Code Available Unifying Few- and Zero-Shot Egocentric Action Recognition May 27, 2020 Action Recognition Benchmarking
— Unverified AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features from Multi-Modal Embeddings May 27, 2020 Decoder Generalized Zero-Shot Learning
— Unverified A Biologically Inspired Feature Enhancement Framework for Zero-Shot Learning May 13, 2020 Zero-Shot Learning
— Unverified Generative Model-driven Structure Aligning Discriminative Embeddings for Transductive Zero-shot Learning May 9, 2020 Transfer Learning Zero-Shot Learning
— Unverified Transforming task representations to perform novel tasks May 8, 2020 image-classification Image Classification
Code Code Available Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking May 2, 2020 Data Augmentation Dialogue State Tracking
Code Code Available An Empirical Study of Pre-trained Transformers for Arabic Information Extraction Apr 30, 2020 Cross-Lingual Transfer Language Modelling
Code Code Available A Novel Perspective to Zero-shot Learning: Towards an Alignment of Manifold Structures via Semantic Feature Expansion Apr 30, 2020 Attribute Zero-Shot Learning
— Unverified Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation Apr 29, 2020 Passage Retrieval Question Generation
— Unverified Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Apr 29, 2020 Autonomous Vehicles COVID-19 Diagnosis
— Unverified Event Extraction by Answering (Almost) Natural Questions Apr 28, 2020 Event Argument Extraction Event Extraction
Code Code Available Empirical Bayes Transductive Meta-Learning with Synthetic Gradients Apr 27, 2020 Few-Shot Image Classification Meta-Learning
Code Code Available Cross-lingual Contextualized Topic Models with Zero-shot Learning Apr 16, 2020 Topic Models Transfer Learning
Code Code Available Deep Learning Models for Multilingual Hate Speech Detection Apr 14, 2020 Deep Learning Hate Speech Detection
Code Code Available SR2CNN: Zero-Shot Learning for Signal Recognition Apr 10, 2020 Zero-Shot Learning
Code Code Available Generative Adversarial Zero-shot Learning via Knowledge Graphs Apr 7, 2020 Attribute image-classification
— Unverified Zero-Shot Learning of Text Adventure Games with Sentence-Level Semantics Apr 6, 2020 Clustering Q-Learning
— Unverified From Generalized zero-shot learning to long-tail with class descriptors Apr 5, 2020 Few-Shot Learning Generalized Few-Shot Learning
Code Code Available Disassembling Object Representations without Labels Apr 3, 2020 General Classification Generative Adversarial Network
— Unverified Safe Learning MPC with Limited Model Knowledge and Data Apr 2, 2020 Management Video Compression
Code Code Available Handling new target classes in semantic segmentation with domain adaptation Apr 2, 2020 Domain Adaptation Scene Segmentation
Code Code Available Generalized Zero-Shot Learning Via Over-Complete Distribution Apr 1, 2020 Generalized Zero-Shot Learning Triplet
Code Code Available Symmetry and Group in Attribute-Object Compositions Apr 1, 2020 Attribute Compositional Zero-Shot Learning
Code Code Available Learning Cross-domain Semantic-Visual Relationships for Transductive Zero-Shot Learning Mar 31, 2020 Domain Adaptation Zero-Shot Learning
— Unverified Domain-aware Visual Bias Eliminating for Generalized Zero-Shot Learning Mar 30, 2020 Generalized Zero-Shot Learning Zero-Shot Learning
Code Code Available CAZSL: Zero-Shot Regression for Pushing Models by Generalizing Through Context Mar 26, 2020 Meta-Learning regression
— Unverified Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification Mar 17, 2020 Action Classification Classification
Code Code Available Unifying Specialist Image Embedding into Universal Image Embedding Mar 8, 2020 Face Verification Image Retrieval
— Unverified Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications Mar 3, 2020 Benchmarking General Classification
Code Code Available Addressing target shift in zero-shot learning using grouped adversarial learning Mar 2, 2020 Attribute Zero-Shot Learning
Code Code Available Towards Zero-shot Learning for Automatic Phonemic Transcription Feb 26, 2020 Zero-Shot Learning
— Unverified CRL: Class Representative Learning for Image Classification Feb 16, 2020 Classification General Classification
— Unverified On Parameter Tuning in Meta-learning for Computer Vision Feb 11, 2020 image-classification Image Classification
— Unverified Differentiable Graph Module (DGM) for Graph Convolutional Networks Feb 11, 2020 Disease Prediction Graph Neural Network
Code Code Available From Anchor Generation to Distribution Alignment: Learning a Discriminative Embedding Space for Zero-Shot Recognition Feb 10, 2020 Inductive Learning Zero-Shot Learning
— Unverified Domain segmentation and adjustment for generalized zero-shot learning Feb 1, 2020 Generalized Zero-Shot Learning Zero-Shot Learning
— Unverified Fine-Tuning BERT for Schema-Guided Zero-Shot Dialogue State Tracking Feb 1, 2020 Dialogue State Tracking Natural Language Understanding
— Unverified Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages Jan 30, 2020 Cross-Lingual Transfer named-entity-recognition
Code Code Available Zero-Shot Activity Recognition with Videos Jan 22, 2020 Action Recognition Activity Recognition
— Unverified Unsupervised Sentiment Analysis for Code-mixed Data Jan 20, 2020 Sentiment Analysis Zero-Shot Learning
Code Code Available Cluster-based Zero-shot learning for multivariate data Jan 16, 2020 Binary Classification Clustering
— Unverified Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs Jan 8, 2020 Knowledge Graph Completion Knowledge Graphs
Code Code Available Zero-Shot Reinforcement Learning with Deep Attention Convolutional Neural Networks Jan 2, 2020 Autonomous Driving Deep Attention
— Unverified Teaching a New Dog Old Tricks: Resurrecting Multilingual Retrieval Using Zero-shot Learning Dec 30, 2019 Ad-Hoc Information Retrieval Information Retrieval
Code Code Available Locality and compositionality in zero-shot learning Dec 20, 2019 Representation Learning Zero-Shot Learning
— Unverified A Probabilistic approach for Learning Embeddings without Supervision Dec 17, 2019 Clustering Metric Learning
— Unverified Transductive Zero-Shot Learning for 3D Point Cloud Classification Dec 16, 2019 3D Point Cloud Classification Classification
Code Code Available Robust, Extensible, and Fast: Teamed Classifiers for Vehicle Tracking and Vehicle Re-ID in Multi-Camera Networks Dec 9, 2019 Attribute Management
— Unverified Bi-Semantic Reconstructing Generative Network for Zero-shot Learning Dec 9, 2019 General Classification Generative Adversarial Network
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