Asia
Multi-Resolution Weak Supervision for Sequential Data
Paroma Varma, Frederic Sala, Shiori Sagawa, Jason Fries, Daniel Fu, Saelig Khattar, Ashwini Ramamoorthy, Ke Xiao, Kayvon Fatahalian, James Priest, Christopher Ré
Neural Information Processing Systems http://nips.cc/
MarksmanBackdoor: BackdoorAttackswith ArbitraryTargetClass
In recent years, machine learning models have been shown to be vulnerable to backdoor attacks.
Mirrored Langevin Dynamics
Ya-Ping Hsieh, Ali Kavis, Paul Rolland, Volkan Cevher
Neural Information Processing Systems http://nips.cc/
SCAN: A Scalable Neural Networks Framework Towards Compact and Efficient Models
Linfeng Zhang, Zhanhong Tan, Jiebo Song, Jingwei Chen, Chenglong Bao, Kaisheng Ma
Neural Information Processing Systems http://nips.cc/
MetaReg: Towards Domain Generalization using Meta-Regularization
Yogesh Balaji, Swami Sankaranarayanan, Rama Chellappa
Neural Information Processing Systems http://nips.cc/
2 RelatedWork We briefly overview additional relatedwork inthe two core areas addressed by our benchmark: robustness tonoiseanddemographic disparity infacialdetection andrecognition. Thatlatterpoint
Facial analysis systems have been deployed by large companies and critiqued by scholars and activists for the past decade.
Lear via Tommaso1, Luca 1, Ber 2 Y Tianyi1 Rafal 2 Thomas 1Department 2MRC 3Institute
Howe updated 3] using isunkno internal predictions prediction) 4-7].