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zero-shot learning

3637 papers

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Also known as

ZRE ZS-TTS ZS-CIR ZSS ZSAR ZSVOS GSZL ZS-TAL ZSFA NLVL ZGAD CZSL ZS-SBIR GZSL ZSL ZSQ ZS ZSOC ZSSD ZERO-SHOT ZL ZSRE ZS-XLT

Co-occurring keywords

large language model (12755) few-shot learning (3390) vision-language model (2235) transfer learning (5442) cross-lingual transfer (1468) text classification (6776) multimodal learning (4622) contrastive learning (3979) domain adaptation (4578) language model (4573)

Papers

Learning Prototype via Placeholder for Zero-shot Recognition IJCAI 2022
MiQA: A Benchmark for Inference on Metaphorical Questions IJCNLP 2022
Neural Readability Pairwise Ranking for Sentences in Italian Administrative Language IJCNLP 2022
Cross-lingual Similarity of Multilingual Representations Revisited IJCNLP 2022
TransZero: Attribute-Guided Transformer for Zero-Shot Learning AAAI 2022
DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding AAAI 2022
JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection ACL 2022
HCLD: A Hierarchical Framework for Zero-shot Cross-lingual Dialogue System COLING 2022
ReCo: Retrieve and Co-segment for Zero-shot Transfer NIPS 2022
FETA: Towards Specializing Foundational Models for Expert Task Applications NIPS 2022
Paraphrasing Is All You Need for Novel Object Captioning NIPS 2022
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations NIPS 2022
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