Light Field Super-Resolution With Zero-Shot Learning Jun 19, 2021 Super-Resolution Zero-Shot Learning
— Unverified A Recipe For Arbitrary Text Style Transfer with Large Language Models Jun 16, 2021 Sentence Sentence ReWriting
— Unverified Disentangling Semantic-to-visual Confusion for Zero-shot Learning Jun 16, 2021 Generative Adversarial Network image-classification
Code Code Available Zero-sample surface defect detection and classification based on semantic feedback neural network Jun 15, 2021 Attribute Defect Detection
— Unverified Conterfactual Generative Zero-Shot Semantic Segmentation Jun 11, 2021 Causal Inference counterfactual
— Unverified Towards User-Driven Neural Machine Translation Jun 11, 2021 Contrastive Learning Machine Translation
Code Code Available A Framework to Enhance Generalization of Deep Metric Learning methods using General Discriminative Feature Learning and Class Adversarial Neural Networks Jun 11, 2021 Image Retrieval Metric Learning
Code Code Available Learning from Multiple Noisy Partial Labelers Jun 8, 2021 Attribute Classification
Code Code Available Phase retrieval with physics informed zero-shot learning Jun 8, 2021 Denoising Object
— Unverified Multilingual Neural Semantic Parsing for Low-Resourced Languages Jun 7, 2021 Machine Translation Semantic Parsing
Code Code Available Transferring Knowledge from Text to Video: Zero-Shot Anticipation for Procedural Actions Jun 6, 2021 Zero-Shot Learning
— Unverified How to Adapt Your Pretrained Multilingual Model to 1600 Languages Jun 3, 2021 Cross-Lingual Transfer NER
— Unverified Hardness Sampling for Self-Training Based Transductive Zero-Shot Learning Jun 1, 2021 Zero-Shot Learning
Code Code Available Pho(SC)-CTC -- A Hybrid Approach Towards Zero-shot Word Image Recognition May 31, 2021 Zero-Shot Learning
Code Code Available pRSL: Interpretable Multi-label Stacking by Learning Probabilistic Rules May 28, 2021 Multi-Label Classification MUlTI-LABEL-ClASSIFICATION
Code Code Available GAN for Vision, KG for Relation: a Two-stage Deep Network for Zero-shot Action Recognition May 25, 2021 Action Recognition Classification
— Unverified Compositional Fine-Grained Low-Shot Learning May 21, 2021 Attribute Diversity
— Unverified Zero-Shot Recommender Systems May 18, 2021 Recommendation Systems Zero-Shot Learning
— Unverified Multiple-Input Multiple-Output Fusion Network For Generalized Zero-Shot Learning May 13, 2021 Generalized Zero-Shot Learning Zero-Shot Learning
— Unverified Semantic Diversity Learning for Zero-Shot Multi-label Classification May 12, 2021 Classification Diversity
Code Code Available Test-Time Adaptation Toward Personalized Speech Enhancement: Zero-Shot Learning with Knowledge Distillation May 8, 2021 Denoising Knowledge Distillation
— Unverified Continuous representations of intents for dialogue systems May 8, 2021 Intent Detection Zero-Shot Learning
— Unverified Zero-Shot Personalized Speech Enhancement through Speaker-Informed Model Selection May 8, 2021 Clustering Denoising
— Unverified One Model to Rule them All: Towards Zero-Shot Learning for Databases May 3, 2021 All Few-Shot Learning
— Unverified Learning Graph Embeddings for Open World Compositional Zero-Shot Learning May 3, 2021 Compositional Zero-Shot Learning Zero-Shot Learning
Code Code Available Dynamic VAEs with Generative Replay for Continual Zero-shot Learning Apr 26, 2021 Continual Learning Zero-Shot Learning
Code Code Available A Framework for Unsupervised Classificiation and Data Mining of Tweets about Cyber Vulnerabilities Apr 23, 2021 zero-shot-classification Zero-Shot Learning
— Unverified Attribute-Modulated Generative Meta Learning for Zero-Shot Classification Apr 22, 2021 Attribute Classification
— Unverified Revisiting Document Representations for Large-Scale Zero-Shot Learning Apr 21, 2021 Clustering Sentence
Code Code Available CrossATNet - A Novel Cross-Attention Based Framework for Sketch-Based Image Retrieval Apr 20, 2021 Image Retrieval Retrieval
— Unverified Imaginative Walks: Generative Random Walk Deviation Loss for Improved Unseen Learning Representation Apr 20, 2021 Attribute Image Generation
Code Code Available Multi-target prediction for dummies using two-branch neural networks Apr 19, 2021 BIG-bench Machine Learning Matrix Completion
— Unverified AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages Apr 18, 2021 Cross-Lingual Transfer Natural Language Understanding
Code Code Available Data-Efficient Language-Supervised Zero-Shot Learning with Self-Distillation Apr 18, 2021 Sentence Zero-Shot Learning
— Unverified Does language help generalization in vision models? Apr 16, 2021 Adversarial Robustness Clustering
Code Code Available Evaluating Pre-Trained Models for User Feedback Analysis in Software Engineering: A Study on Classification of App-Reviews Apr 12, 2021 Classification General Classification
— Unverified Learning Robust Visual-semantic Mapping for Zero-shot Learning Apr 12, 2021 Zero-Shot Learning
— Unverified Zero-Shot Learning on 3D Point Cloud Objects and Beyond Apr 11, 2021 3D Point Cloud Classification Classification
Code Code Available Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections Apr 10, 2021 Language Modelling Natural Language Inference
Code Code Available Modern Hopfield Networks for Few- and Zero-Shot Reaction Template Prediction Apr 7, 2021 Retrosynthesis Single-step retrosynthesis
Code Code Available Hippocampus-heuristic Character Recognition Network for Zero-shot Learning Apr 6, 2021 Hippocampus Zero-Shot Learning
— Unverified Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning Apr 5, 2021 Contrastive Learning Generalized Zero-Shot Learning
— Unverified Universal Joy A Data Set and Results for Classifying Emotions Across Languages Apr 1, 2021 Diversity Emotion Classification
— Unverified Finding Spoiler Bias in Tweets by Zero-shot Learning and Knowledge Distilling from Neural Text Simplification Apr 1, 2021 Split and Rephrase Text Simplification
Code Code Available Towards Offensive Language Identification for Dravidian Languages Apr 1, 2021 Few-Shot Learning Language Identification
Code Code Available Low-Resource Neural Machine Translation for Southern African Languages Apr 1, 2021 Low Resource Neural Machine Translation Low-Resource Neural Machine Translation
— Unverified Rectification-based Knowledge Retention for Continual Learning Mar 30, 2021 Continual Learning Generalized Zero-Shot Learning
— Unverified Contrastive Embedding for Generalized Zero-Shot Learning Mar 30, 2021 Generalized Zero-Shot Learning Zero-Shot Learning
Code Code Available A Simple Approach for Zero-Shot Learning based on Triplet Distribution Embeddings Mar 29, 2021 Generalized Zero-Shot Learning Triplet
— Unverified Incrementally Zero-Shot Detection by an Extreme Value Analyzer Mar 23, 2021 class-incremental learning Class Incremental Learning
— Unverified 