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Transfer Learning

8,166 papers

Papers per year

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Papers

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
Improving Sign Language Translation With Monolingual Data by Sign Back-Translation CVPR 2021
TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search CVPR 2021
Ranking Neural Checkpoints CVPR 2021
A Multiplexed Network for End-to-End, Multilingual OCR CVPR 2021
Hyper-LifelongGAN: Scalable Lifelong Learning for Image Conditioned Generation CVPR 2021
Adaptive Consistency Regularization for Semi-Supervised Transfer Learning CVPR 2021
GAIA: A Transfer Learning System of Object Detection That Fits Your Needs CVPR 2021
Dynamic Domain Adaptation for Efficient Inference CVPR 2021
Learning From the Master: Distilling Cross-Modal Advanced Knowledge for Lip Reading CVPR 2021
Can We Characterize Tasks Without Labels or Features? CVPR 2021