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Transfer Learning

8,166 papers

Papers per year

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Papers

FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction NIPS 2018
Revisiting $(\epsilon, \gamma, \tau)$-similarity learning for domain adaptation NIPS 2018
Reward learning from human preferences and demonstrations in Atari NIPS 2018
Transfer of Value Functions via Variational Methods NIPS 2018
Banach Wasserstein GAN NIPS 2018
Improving Simple Models with Confidence Profiles NIPS 2018
Online Reciprocal Recommendation with Theoretical Performance Guarantees NIPS 2018
Generalizing Tree Probability Estimation via Bayesian Networks NIPS 2018
Cluster Variational Approximations for Structure Learning of Continuous-Time Bayesian Networks from Incomplete Data NIPS 2018
Hardware Conditioned Policies for Multi-Robot Transfer Learning NIPS 2018
Transfer Learning with Neural AutoML NIPS 2018
Structural Causal Bandits: Where to Intervene? NIPS 2018
Trading robust representations for sample complexity through self-supervised visual experience NIPS 2018
Adapted Deep Embeddings: A Synthesis of Methods for k-Shot Inductive Transfer Learning NIPS 2018
Breaking the Curse of Horizon: Infinite-Horizon Off-Policy Estimation NIPS 2018
Zero-Shot Transfer with Deictic Object-Oriented Representation in Reinforcement Learning NIPS 2018
Relational recurrent neural networks NIPS 2018
HOUDINI: Lifelong Learning as Program Synthesis NIPS 2018
Video Prediction via Selective Sampling NIPS 2018
Multiple Interactions Made Easy (MIME): Large Scale Demonstrations Data for Imitation CORL 2018
DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications ACL 2018
Joint Part-of-Speech and Language ID Tagging for Code-Switched Data ACL 2018
Transliteration Better than Translation? Answering Code-mixed Questions over a Knowledge Base ACL 2018
Language Informed Modeling of Code-Switched Text ACL 2018
Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition ACL 2018