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Transfer Learning

4,848 papers

Papers per year

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Papers

Fast and Flexible Multi-Task Classification using Conditional Neural Adaptive Processes NIPS 2019
Generalized Block-Diagonal Structure Pursuit: Learning Soft Latent Task Assignment against Negative Transfer NIPS 2019
PointDAN: A Multi-Scale 3D Domain Adaption Network for Point Cloud Representation NIPS 2019
Efficient Neural Architecture Transformation Search in Channel-Level for Object Detection NIPS 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems NIPS 2019
Transductive Zero-Shot Learning with Visual Structure Constraint NIPS 2019
Transfer Anomaly Detection by Inferring Latent Domain Representations NIPS 2019
Adapting Neural Networks for the Estimation of Treatment Effects NIPS 2019
Limits of Private Learning with Access to Public Data NIPS 2019
One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers NIPS 2019
Spatially Aggregated Gaussian Processes with Multivariate Areal Outputs NIPS 2019
Learning Transferable Graph Exploration NIPS 2019
On the Value of Target Data in Transfer Learning NIPS 2019
Transfer Learning via Minimizing the Performance Gap Between Domains NIPS 2019
Catastrophic Forgetting Meets Negative Transfer: Batch Spectral Shrinkage for Safe Transfer Learning NIPS 2019
CNN^{2}: Viewpoint Generalization via a Binocular Vision NIPS 2019
The Cells Out of Sample (COOS) dataset and benchmarks for measuring out-of-sample generalization of image classifiers NIPS 2019
Learning by Cheating CORL 2019
Learning Locomotion Skills for Cassie: Iterative Design and Sim-to-Real CORL 2019
TuneNet: One-Shot Residual Tuning for System Identification and Sim-to-Real Robot Task Transfer CORL 2019
Imagined Value Gradients: Model-Based Policy Optimization with Tranferable Latent Dynamics Models CORL 2019
Active Domain Randomization CORL 2019
Crash to Not Crash: Learn to Identify Dangerous Vehicles Using a Simulator AAAI 2019
Updates in Human-AI Teams: Understanding and Addressing the Performance/Compatibility Tradeoff AAAI 2019
Task Transfer by Preference-Based Cost Learning AAAI 2019