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Transfer Learning

8,078 papers

Papers per year

Papers

"Good Robot! Now Watch This!": Repurposing Reinforcement Learning for Task-to-Task Transfer CORL 2021
Generalised Task Planning with First-Order Function Approximation CORL 2021
Tactile Sim-to-Real Policy Transfer via Real-to-Sim Image Translation CORL 2021
The Task Specification Problem CORL 2021
Deductive Learning for Weakly-Supervised 3D Human Pose Estimation via Uncalibrated Cameras AAAI 2021
Inference Fusion with Associative Semantics for Unseen Object Detection AAAI 2021
Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis AAAI 2021
PC-HMR: Pose Calibration for 3D Human Mesh Recovery from 2D Images/Videos AAAI 2021
Robust Knowledge Transfer via Hybrid Forward on the Teacher-Student Model AAAI 2021
Self-Domain Adaptation for Face Anti-Spoofing AAAI 2021
Holistic Multi-View Building Analysis in the Wild with Projection Pooling AAAI 2021
Deep Transfer Tensor Decomposition with Orthogonal Constraint for Recommender Systems AAAI 2021
Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation AAAI 2021
Cross-Oilfield Reservoir Classification via Multi-Scale Sensor Knowledge Transfer AAAI 2021
U-BERT: Pre-training User Representations for Improved Recommendation AAAI 2021
Transfer Graph Neural Networks for Pandemic Forecasting AAAI 2021
Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19 AAAI 2021
I3DOL: Incremental 3D Object Learning without Catastrophic Forgetting AAAI 2021
Commonsense Knowledge Augmentation for Low-Resource Languages via Adversarial Learning AAAI 2021
An Enhanced Advising Model in Teacher-Student Framework using State Categorization AAAI 2021
Towards Reusable Network Components by Learning Compatible Representations AAAI 2021
Analysing the Noise Model Error for Realistic Noisy Label Data AAAI 2021
Boosting Multi-task Learning Through Combination of Task Labels - with Applications in ECG Phenotyping AAAI 2021
Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching AAAI 2021
Hypothesis Disparity Regularized Mutual Information Maximization AAAI 2021