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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Going Beyond Nouns With Vision & Language Models Using Synthetic Data ICCV 2023
MAtch, eXpand and Improve: Unsupervised Finetuning for Zero-Shot Action Recognition with Language Knowledge ICCV 2023
Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models ICCV 2023
Verbs in Action: Improving Verb Understanding in Video-Language Models ICCV 2023
Learning Concise and Descriptive Attributes for Visual Recognition ICCV 2023
LERF: Language Embedded Radiance Fields ICCV 2023
UniVTG: Towards Unified Video-Language Temporal Grounding ICCV 2023
Addressing Cold Start Problem for End-to-end Automatic Speech Scoring INTERSPEECH 2023
Visually grounded few-shot word acquisition with fewer shots INTERSPEECH 2023
Zero-Shot Accent Conversion using Pseudo Siamese Disentanglement Network INTERSPEECH 2023
End-to-End Zero-Shot Voice Conversion with Location-Variable Convolutions INTERSPEECH 2023
Multilingual Text-to-Speech Synthesis for Turkic Languages Using Transliteration INTERSPEECH 2023
Flow-VAE VC: End-to-End Flow Framework with Contrastive Loss for Zero-shot Voice Conversion INTERSPEECH 2023
Pruning Self-Attention for Zero-Shot Multi-Speaker Text-to-Speech INTERSPEECH 2023
A multimodal prototypical approach for unsupervised sound classification INTERSPEECH 2023
Zero-Shot Face-Based Voice Conversion: Bottleneck-Free Speech Disentanglement in the Real-World Scenario AAAI 2023
ZeroAE: Pre-trained Language Model based Autoencoder for Transductive Zero-shot Text Classification ACL 2023
Two Examples are Better than One: Context Regularization for Gradient-based Prompt Tuning ACL 2023
Better Zero-Shot Reasoning with Self-Adaptive Prompting ACL 2023
A Simple Yet Strong Domain-Agnostic De-bias Method for Zero-Shot Sentiment Classification ACL 2023
Code Execution with Pre-trained Language Models ACL 2023
Cross-task Knowledge Transfer for Extremely Weakly Supervised Text Classification ACL 2023
Exploring Tuning Characteristics of Ventral Stream’s Neurons for Few-Shot Image Classification AAAI 2023
MTCue: Learning Zero-Shot Control of Extra-Textual Attributes by Leveraging Unstructured Context in Neural Machine Translation ACL 2023
Towards Distribution-shift Robust Text Classification of Emotional Content ACL 2023