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Transfer Learning

8,078 papers

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Papers

Aggregating From Multiple Target-Shifted Sources ICML 2021
Multi-Task Reinforcement Learning with Context-based Representations ICML 2021
REPAINT: Knowledge Transfer in Deep Reinforcement Learning ICML 2021
Provable Meta-Learning of Linear Representations ICML 2021
CURI: A Benchmark for Productive Concept Learning Under Uncertainty ICML 2021
Self-Tuning for Data-Efficient Deep Learning ICML 2021
UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data ICML 2021
Towards Open-World Recommendation: An Inductive Model-based Collaborative Filtering Approach ICML 2021
Mediated Uncoupled Learning: Learning Functions without Direct Input-output Correspondences ICML 2021
From Local Structures to Size Generalization in Graph Neural Networks ICML 2021
Distributed Nyström Kernel Learning with Communications ICML 2021
LogME: Practical Assessment of Pre-trained Models for Transfer Learning ICML 2021
Large Scale Private Learning via Low-rank Reparametrization ICML 2021
Interacting with Explanations through Critiquing IJCAI 2021
AgeFlow: Conditional Age Progression and Regression with Normalizing Flows IJCAI 2021
Noise Doesn't Lie: Towards Universal Detection of Deep Inpainting IJCAI 2021
Cross-Domain Few-Shot Classification via Adversarial Task Augmentation IJCAI 2021
Micro-Expression Recognition Enhanced by Macro-Expression from Spatial-Temporal Domain IJCAI 2021
Learning Implicitly with Noisy Data in Linear Arithmetic IJCAI 2021
Human-AI Collaboration with Bandit Feedback IJCAI 2021
A Uniform Abstraction Framework for Generalized Planning IJCAI 2021
Actively Learning Concepts and Conjunctive Queries under ELr-Ontologies IJCAI 2021
Bayesian Experience Reuse for Learning from Multiple Demonstrators IJCAI 2021
Learning to Learn Personalized Neural Network for Ventricular Arrhythmias Detection on Intracardiac EGMs IJCAI 2021
Regularising Knowledge Transfer by Meta Functional Learning IJCAI 2021