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zero-shot learning

3650 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

Co-occurring keywords

large language model (13587) few-shot learning (3398) vision-language model (2348) transfer learning (5449) cross-lingual transfer (1477) text classification (6793) multimodal learning (4645) contrastive learning (4032) domain adaptation (4595) language model (4599)

Papers

Zero-shot AutoML with Pretrained Models ICML 2022
ByT5 model for massively multilingual grapheme-to-phoneme conversion INTERSPEECH 2022
Transfer Learning Framework for Low-Resource Text-to-Speech using a Large-Scale Unlabeled Speech Corpus INTERSPEECH 2022
GenerSpeech: Towards Style Transfer for Generalizable Out-Of-Domain Text-to-Speech NIPS 2022
Patching open-vocabulary models by interpolating weights NIPS 2022
Zero-Shot 3D Drug Design by Sketching and Generating NIPS 2022
I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification NIPS 2022
ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models NIPS 2022
ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic CVPR 2022
DiffusionCLIP: Text-Guided Diffusion Models for Robust Image Manipulation CVPR 2022
Zero Experience Required: Plug & Play Modular Transfer Learning for Semantic Visual Navigation CVPR 2022
Unseen Classes at a Later Time? No Problem CVPR 2022
Alignment-Uniformity Aware Representation Learning for Zero-Shot Video Classification CVPR 2022
Multi-Modal Alignment Using Representation Codebook CVPR 2022
Simple but Effective: CLIP Embeddings for Embodied AI CVPR 2022
Multilingual Auxiliary Tasks Training: Bridging the Gap between Languages for Zero-Shot Transfer of Hate Speech Detection Models AACL 2022
ArgGen: Prompting Text Generation Models for Document-Level Event-Argument Aggregation AACL 2022
MALM: Mixing Augmented Language Modeling for Zero-Shot Machine Translation AACL 2022
Discrete Cross-Modal Alignment Enables Zero-Shot Speech Translation EMNLP 2022
Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval EMNLP 2022
Automatic Classification of Legal Violations in Cookie Banner Texts EMNLP 2022
CLIP4IDC: CLIP for Image Difference Captioning AACL 2022
Dodging the Data Bottleneck: Automatic Subtitling with Automatically Segmented ST Corpora AACL 2022
Low-Resource Multilingual and Zero-Shot Multispeaker TTS AACL 2022
A Benchmark for Neural Readability Assessment of Texts in Spanish EMNLP 2022