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Transfer Learning

8,078 papers

Papers per year

Papers

Detecting Individual Decision-Making Style: Exploring Behavioral Stylometry in Chess NIPS 2021
Modular Gaussian Processes for Transfer Learning NIPS 2021
Domain Adaptation with Invariant Representation Learning: What Transformations to Learn? NIPS 2021
Learning Hard Optimization Problems: A Data Generation Perspective NIPS 2021
Adversarial Training Helps Transfer Learning via Better Representations NIPS 2021
A Mathematical Framework for Quantifying Transferability in Multi-source Transfer Learning NIPS 2021
To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs NIPS 2021
The Role of Global Labels in Few-Shot Classification and How to Infer Them NIPS 2021
Improved Regularization and Robustness for Fine-tuning in Neural Networks NIPS 2021
On Learning Domain-Invariant Representations for Transfer Learning with Multiple Sources NIPS 2021
A generative nonparametric Bayesian model for whole genomes NIPS 2021
MobILE: Model-Based Imitation Learning From Observation Alone NIPS 2021
Iterative Teacher-Aware Learning NIPS 2021
Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation NIPS 2021
Parameter Prediction for Unseen Deep Architectures NIPS 2021
Shaping embodied agent behavior with activity-context priors from egocentric video NIPS 2021
Taskography: Evaluating robot task planning over large 3D scene graphs CORL 2021
Demonstration-Guided Reinforcement Learning with Learned Skills CORL 2021
My House, My Rules: Learning Tidying Preferences with Graph Neural Networks CORL 2021
AW-Opt: Learning Robotic Skills with Imitation andReinforcement at Scale CORL 2021
Learning Behaviors through Physics-driven Latent Imagination CORL 2021
Learning Language-Conditioned Robot Behavior from Offline Data and Crowd-Sourced Annotation CORL 2021
Hierarchically Integrated Models: Learning to Navigate from Heterogeneous Robots CORL 2021
Error-Aware Imitation Learning from Teleoperation Data for Mobile Manipulation CORL 2021
Neural Posterior Domain Randomization CORL 2021