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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Regularized Fine-Grained Meta Face Anti-Spoofing AAAI 2020
Cold-Start and Interpretability: Turning Regular Expressions into Trainable Recurrent Neural Networks EMNLP 2020
Towards Zero-Shot Learning for Automatic Phonemic Transcription AAAI 2020
Monolingual Adapters for Zero-Shot Neural Machine Translation EMNLP 2020
From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual Transformers EMNLP 2020
Don’t Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual Embeddings EMNLP 2020
LIMSI @ WMT 2020 EMNLP 2020
Hallucinative Topological Memory for Zero-Shot Visual Planning ICML 2020
Improved Zero-Shot Voice Conversion Using Explicit Conditioning Signals INTERSPEECH 2020
Fast Adaptation to New Environments via Policy-Dynamics Value Functions ICML 2020
A Benchmark for Systematic Generalization in Grounded Language Understanding NIPS 2020
An end-to-end approach for the verification problem: learning the right distance ICML 2020
Compositional Zero-Shot Learning via Fine-Grained Dense Feature Composition NIPS 2020
Design Challenges in Low-resource Cross-lingual Entity Linking EMNLP 2020
On-The-Fly Information Retrieval Augmentation for Language Models ACL 2020
Cross-Lingual Pre-Training Based Transfer for Zero-Shot Neural Machine Translation AAAI 2020
Zero-shot Text Classification via Reinforced Self-training ACL 2020
Hypernymy Detection for Low-Resource Languages via Meta Learning ACL 2020
Predicting Detection Filters for Small Footprint Open-Vocabulary Keyword Spotting INTERSPEECH 2020
Paraphrase Generation as Zero-Shot Multilingual Translation: Disentangling Semantic Similarity from Lexical and Syntactic Diversity EMNLP 2020
Don’t Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding EMNLP 2020
Zero-Resource Knowledge-Grounded Dialogue Generation NIPS 2020
Rethinking Zero-Shot Video Classification: End-to-End Training for Realistic Applications CVPR 2020
Attentive Weights Generation for Few Shot Learning via Information Maximization CVPR 2020
ZeroQ: A Novel Zero Shot Quantization Framework CVPR 2020