← Learning Paradigms
Artificial Intelligence › Learning Paradigms ›

Transfer Learning

8078 directly classified papers

Papers per year

Papers

Machine Translation for Machines: the Sentiment Classification Use Case IJCNLP 2019
Rewarding Coreference Resolvers for Being Consistent with World Knowledge IJCNLP 2019
Sim2real transfer learning for 3D human pose estimation: motion to the rescue NIPS 2019
On the Value of Target Data in Transfer Learning NIPS 2019
Fast and Flexible Multi-Task Classification using Conditional Neural Adaptive Processes NIPS 2019
Transfusion: Understanding Transfer Learning for Medical Imaging NIPS 2019
Neural Taskonomy: Inferring the Similarity of Task-Derived Representations from Brain Activity NIPS 2019
Interactive Attention Transfer Network for Cross-Domain Sentiment Classification AAAI 2019
GIRNet: Interleaved Multi-Task Recurrent State Sequence Models AAAI 2019
EntEval: A Holistic Evaluation Benchmark for Entity Representations IJCNLP 2019
Cross-lingual Structure Transfer for Relation and Event Extraction IJCNLP 2019
On the Downstream Performance of Compressed Word Embeddings NIPS 2019
Meta Architecture Search NIPS 2019
Structure Learning with Side Information: Sample Complexity NIPS 2019
Transfer Learning via Minimizing the Performance Gap Between Domains NIPS 2019
Tensor Monte Carlo: Particle Methods for the GPU era NIPS 2019
Multi-Resolution Weak Supervision for Sequential Data NIPS 2019
Distant Supervision for Relation Extraction with Linear Attenuation Simulation and Non-IID Relevance Embedding AAAI 2019
Learning Video Representations From Correspondence Proposals CVPR 2019
Fast Relational Probabilistic Inference and Learning: Approximate Counting via Hypergraphs AAAI 2019
Structured Bayesian Networks: From Inference to Learning with Routes AAAI 2019
Heterogeneous Transfer Learning via Deep Matrix Completion with Adversarial Kernel Embedding AAAI 2019
Multi-View Learning from Disparate Sources for Poverty Mapping AAAI 2019
An SVM-Based Framework for Long-Term Learning Systems AAAI 2019
Loss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning AAAI 2019