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Transfer Learning

8,078 papers

Papers per year

Papers

NICT-5’s Submission To WAT 2021: MBART Pre-training And In-Domain Fine Tuning For Indic Languages ACL 2021
Samsung R&D Institute Poland submission to WAT 2021 Indic Language Multilingual Task ACL 2021
Exploiting Auxiliary Data for Offensive Language Detection with Bidirectional Transformers ACL 2021
Multi-task Actor-Critic with Knowledge Transfer via a Shared Critic ACML 2021
Transfer Learning with Adaptive Online TrAdaBoost for Data Streams ACML 2021
Benchmarking Simulation-Based Inference AISTATS 2021
Provable Hierarchical Imitation Learning via EM AISTATS 2021
Hyperparameter Transfer Learning with Adaptive Complexity AISTATS 2021
A Variational Information Bottleneck Approach to Multi-Omics Data Integration AISTATS 2021
No-regret Algorithms for Multi-task Bayesian Optimization AISTATS 2021
Neural Empirical Bayes: Source Distribution Estimation and its Applications to Simulation-Based Inference AISTATS 2021
A Theory of Multiple-Source Adaptation with Limited Target Labeled Data AISTATS 2021
Variational Selective Autoencoder: Learning from Partially-Observed Heterogeneous Data AISTATS 2021
Fast Adaptation with Linearized Neural Networks AISTATS 2021
Kernel Interpolation for Scalable Online Gaussian Processes AISTATS 2021
Comparing the Value of Labeled and Unlabeled Data in Method-of-Moments Latent Variable Estimation AISTATS 2021
A Scalable Gradient Free Method for Bayesian Experimental Design with Implicit Models AISTATS 2021
Self-Tuning Bandits over Unknown Covariate-Shifts ALT 2021
Non-stationary Reinforcement Learning without Prior Knowledge: an Optimal Black-box Approach COLT 2021
On Language Models for Creoles CONLL 2021
A Multilingual Benchmark for Probing Negation-Awareness with Minimal Pairs CONLL 2021
A Data Bootstrapping Recipe for Low-Resource Multilingual Relation Classification CONLL 2021
DeepI2P: Image-to-Point Cloud Registration via Deep Classification CVPR 2021
Learning Graphs for Knowledge Transfer With Limited Labels CVPR 2021
Self-Supervised Pillar Motion Learning for Autonomous Driving CVPR 2021