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Transfer Learning

8,078 papers

Papers per year

Papers

Deep Feature Transfer Learning for Automatic Pronunciation Assessment INTERSPEECH 2021
End-to-End Rich Transcription-Style Automatic Speech Recognition with Semi-Supervised Learning INTERSPEECH 2021
Speech Emotion Recognition with Multi-Task Learning INTERSPEECH 2021
Automatic Error Correction for Speaker Embedding Learning with Noisy Labels INTERSPEECH 2021
End-to-End Spoken Language Understanding for Generalized Voice Assistants INTERSPEECH 2021
Incorporating Unlabeled Data into Distributionally Robust Learning JMLR 2021
Learning Whenever Learning is Possible: Universal Learning under General Stochastic Processes JMLR 2021
Generalization Properties of hyper-RKHS and its Applications JMLR 2021
KPC: Learning-Based Model Predictive Control with Deterministic Guarantees L4DC 2021
Domain Adaptation Using System Invariant Dynamics Models L4DC 2021
CNN and Deep Sets for End-to-End Whole Slide Image Representation Learning MIDL 2021
Partial transfusion: on the expressive influence of trainable batch norm parameters for transfer learning MIDL 2021
EPIC-Survival: End-to-end Part Inferred Clustering for Survival Analysis, with Prognostic Stratification Boosting MIDL 2021
“Train one, Classify one, Teach one” - Cross-surgery transfer learning for surgical step recognition MIDL 2021
GOAL: Gist-set Online Active Learning for Efficient Chest X-ray Image Annotation MIDL 2021
An Interpretable Framework for Drug-Target Interaction with Gated Cross Attention MLHC 2021
Risk score learning for COVID-19 contact tracing apps MLHC 2021
Dynamic Survival Analysis for EHR Data with Personalized Parametric Distributions MLHC 2021
MedAug: Contrastive learning leveraging patient metadata improves representations for chest X-ray interpretation MLHC 2021
Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors NAACL 2021
Multilingual BERT Post-Pretraining Alignment NAACL 2021
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing NAACL 2021
Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources NAACL 2021
Multi-Adversarial Learning for Cross-Lingual Word Embeddings NAACL 2021
Linking Entities to Unseen Knowledge Bases with Arbitrary Schemas NAACL 2021