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Transfer Learning

8,078 papers

Papers per year

Papers

Neural Analysis and Synthesis: Reconstructing Speech from Self-Supervised Representations NIPS 2021
An Efficient Transfer Learning Framework for Multiagent Reinforcement Learning NIPS 2021
Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer NIPS 2021
A Prototype-Oriented Framework for Unsupervised Domain Adaptation NIPS 2021
Risk-Aware Transfer in Reinforcement Learning using Successor Features NIPS 2021
Improving Transferability of Representations via Augmentation-Aware Self-Supervision NIPS 2021
Weighted model estimation for offline model-based reinforcement learning NIPS 2021
Graph Posterior Network: Bayesian Predictive Uncertainty for Node Classification NIPS 2021
IRM—when it works and when it doesn't: A test case of natural language inference NIPS 2021
SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning NIPS 2021
Behavior From the Void: Unsupervised Active Pre-Training NIPS 2021
Bridging the Imitation Gap by Adaptive Insubordination NIPS 2021
Leveraging Distribution Alignment via Stein Path for Cross-Domain Cold-Start Recommendation NIPS 2021
Scalable Diverse Model Selection for Accessible Transfer Learning NIPS 2021
Exploiting a Zoo of Checkpoints for Unseen Tasks NIPS 2021
Provably efficient multi-task reinforcement learning with model transfer NIPS 2021
Private learning implies quantum stability NIPS 2021
Interesting Object, Curious Agent: Learning Task-Agnostic Exploration NIPS 2021
Variational Multi-Task Learning with Gumbel-Softmax Priors NIPS 2021
AFEC: Active Forgetting of Negative Transfer in Continual Learning NIPS 2021
Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning NIPS 2021
PartialFed: Cross-Domain Personalized Federated Learning via Partial Initialization NIPS 2021
Learning Semantic Representations to Verify Hardware Designs NIPS 2021
MERLOT: Multimodal Neural Script Knowledge Models NIPS 2021
Snowflake: Scaling GNNs to high-dimensional continuous control via parameter freezing NIPS 2021