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transfer learning

5449 papers

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

Robust Fine-Tuning of Deep Neural Networks with Hessian-based Generalization Guarantees ICML 2022
M3T: Three-Dimensional Medical Image Classifier Using Multi-Plane and Multi-Slice Transformer CVPR 2022
Simple but Effective: CLIP Embeddings for Embodied AI CVPR 2022
Head2Toe: Utilizing Intermediate Representations for Better Transfer Learning ICML 2022
Exploring the influence of fine-tuning data on wav2vec 2.0 model for blind speech quality prediction INTERSPEECH 2022
Wav2vec behind the Scenes: How end2end Models learn Phonetics INTERSPEECH 2022
Exploring Universal Sentence Encoders for Zero-shot Text Classification AACL 2022
ByT5 model for massively multilingual grapheme-to-phoneme conversion INTERSPEECH 2022
Rep-Net: Efficient On-Device Learning via Feature Reprogramming CVPR 2022
Mixed-Phoneme BERT: Improving BERT with Mixed Phoneme and Sup-Phoneme Representations for Text to Speech INTERSPEECH 2022
Behavior Priors for Efficient Reinforcement Learning JMLR 2022
Data InStance Prior (DISP) in Generative Adversarial Networks WACV 2022
Improving Fractal Pre-Training WACV 2022
CogTaskonomy: Cognitively Inspired Task Taxonomy Is Beneficial to Transfer Learning in NLP ACL 2022
When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation Matters IJCAI 2022
Fine-Tuning Graph Neural Networks via Graph Topology Induced Optimal Transport IJCAI 2022
Efficient Hyper-parameter Search for Knowledge Graph Embedding ACL 2022
Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained Models ACL 2022
Dataset Knowledge Transfer for Class-Incremental Learning Without Memory WACV 2022
Task Transfer and Domain Adaptation for Zero-Shot Question Answering NAACL 2022
AfriTeVA: Extending ?Small Data? Pretraining Approaches to Sequence-to-Sequence Models NAACL 2022
Particle Transformer for Jet Tagging ICML 2022
Ancestor-to-Creole Transfer is Not a Walk in the Park ACL 2022
Geographical Distance Is The New Hyperparameter: A Case Study Of Finding The Optimal Pre-trained Language For English-isiZulu Machine Translation. NAACL 2022
Sparse Structure Search for Delta Tuning NIPS 2022