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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

BERTGen: Multi-task Generation through BERT ACL 2021
Multi-accent Speech Separation with One Shot Learning ACL 2021
Learning To Better Segment Objects From Unseen Classes With Unlabeled Videos ICCV 2021
Safety-Aware Motion Prediction With Unseen Vehicles for Autonomous Driving ICCV 2021
Elaborative Rehearsal for Zero-Shot Action Recognition ICCV 2021
Rectification-Based Knowledge Retention for Continual Learning CVPR 2021
Language Embeddings for Typology and Cross-lingual Transfer Learning IJCNLP 2021
IBM MNLP IE at CASE 2021 Task 2: NLI Reranking for Zero-Shot Text Classification IJCNLP 2021
GlossReader at SemEval-2021 Task 2: Reading Definitions Improves Contextualized Word Embeddings IJCNLP 2021
Using Shape To Categorize: Low-Shot Learning With an Explicit Shape Bias CVPR 2021
Hardness Sampling for Self-Training Based Transductive Zero-Shot Learning CVPR 2021
FII_CROSS at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation IJCNLP 2021
C3SL at SemEval-2021 Task 1: Predicting Lexical Complexity of Words in Specific Contexts with Sentence Embeddings IJCNLP 2021
UoB_UK at SemEval 2021 Task 2: Zero-Shot and Few-Shot Learning for Multi-lingual and Cross-lingual Word Sense Disambiguation. IJCNLP 2021
Few-Shot Open-Set Recognition by Transformation Consistency CVPR 2021
True Few-Shot Learning with Language Models NIPS 2021
Fine-Grained Zero-Shot Learning with DNA as Side Information NIPS 2021
Exploring the Limits of Out-of-Distribution Detection NIPS 2021
Controllable and Compositional Generation with Latent-Space Energy-Based Models NIPS 2021
HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning NIPS 2021
Environment Generation for Zero-Shot Compositional Reinforcement Learning NIPS 2021
The Emergence of Objectness: Learning Zero-shot Segmentation from Videos NIPS 2021
Learning-Augmented Dynamic Power Management with Multiple States via New Ski Rental Bounds NIPS 2021
ParsFEVER: a Dataset for Farsi Fact Extraction and Verification ACL 2021
Discovering and Achieving Goals via World Models NIPS 2021