CrossTrainer: Practical Domain Adaptation with Loss Reweighting

CrossTrainer: Practical Domain Adaptation with Loss Reweighting

7 May 2019

Peter Bailis

Papers citing "CrossTrainer: Practical Domain Adaptation with Loss Reweighting"

11 / 11 papers shown

Title
A Survey on Deep Transfer Learning Chuanqi Tan F. Sun Tao Kong Wenchang Zhang Chao Yang Chunfang Liu 46 2,575 0 06 Aug 2018
Snorkel: Rapid Training Data Creation with Weak Supervision Alexander Ratner Stephen H. Bach Henry R. Ehrenberg Jason Alan Fries Sen Wu Christopher Ré 52 1,021 0 28 Nov 2017
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era Chen Sun Abhinav Shrivastava Saurabh Singh Abhinav Gupta VLM 99 2,378 0 10 Jul 2017
Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets Aaron Klein Stefan Falkner Simon Bartels Philipp Hennig Frank Hutter AI4CE 56 546 0 23 May 2016
Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization Lisha Li Kevin Jamieson Giulia DeSalvo Afshin Rostamizadeh Ameet Talwalkar 160 2,307 0 21 Mar 2016
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 304 37,815 0 09 Mar 2016
Parameterized Machine Learning for High-Energy Physics Pierre Baldi Kyle Cranmer Taylor Faucett Peter Sadowski D. Whiteson AI4CE PINN 45 238 0 28 Jan 2016
Return of Frustratingly Easy Domain Adaptation Baochen Sun Jiashi Feng Kate Saenko OOD 58 1,831 0 17 Nov 2015
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 127 8,309 0 06 Nov 2014
Domain Adaptation for Statistical Classifiers Hal Daumé D. Marcu OOD 68 910 0 28 Sep 2011
Frustratingly Easy Domain Adaptation Hal Daumé 85 1,795 0 10 Jul 2009