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Anzac Bridge crash: Adeeb Sukkar allegedly caught speeding days before fatal incident

The driver allegedly responsible for the deaths of two people in a fatal crash on the Anzac Bridge was stopped by police days earlier for speeding while overtaking, a court has heard. ....

New South Wales , Hongyi Zhang , Adeeb Sukkar , Kerry Ann Mckinnon , Rodney Brender , Holden Commodore , Onscene Bondi , Sydney Downing Centre Court On , Anzac Bridge , Sydney Downing Centre Court , Anya Pok Yin Lam , Royal Prince Alfred Hospital , Pok Yin Lam ,

Contrastive Representation Learning

The goal of contrastive representation learning is to learn such an embedding space in which similar sample pairs stay close to each other while dissimilar ones are far apart. Contrastive learning can be applied to both supervised and unsupervised settings. When working with unsupervised data, contrastive learning is one of the most powerful approaches in self-supervised learning.
Contrastive Training Objectives In early versions of loss functions for contrastive learning, only one positive and one negative sample are involved. ....

Prannay Khosla , Wang Isola , Salakhutdinov Hinton , Jason Wei , Ekind Cubuk , Lajanugen Logeswaran , Phillip Isola , Dmitry Kalenichenko , Tianyu Gao , Yazhe Li Oriol Vinyals , Joshua Robinson , Logeswaran Lee , Ching Yao Chuang , Monte Carlo , Geoffrey Hinton , Mathilde Caron , Florian Schroff , Iryna Gurevych , Geoff Hinton , Cutmix Yun , Nicolas Papernot , Aapo Hyv , Bohan Li , Dinghan Shen , Sumit Chopra , Wei Zou ,

Contrastive Representation Learning

Contrastive Representation Learning
lilianweng.github.io - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from lilianweng.github.io Daily Mail and Mail on Sunday newspapers.

Prannay Khosla , Wang Isola , Salakhutdinov Hinton , Jason Wei , Ekind Cubuk , Lajanugen Logeswaran , Phillip Isola , Dmitry Kalenichenko , Tianyu Gao , Yazhe Li Oriol Vinyals , Joshua Robinson , Logeswaran Lee , Ching Yao Chuang , Monte Carlo , Geoffrey Hinton , Mathilde Caron , Florian Schroff , Iryna Gurevych , Geoff Hinton , Cutmix Yun , Nicolas Papernot , Aapo Hyv , Deepcluster Caron , Bohan Li , Dinghan Shen , Sumit Chopra ,

Errant DNA boosts immunotherapy effectiveness


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IMAGE: A UT Southwestern study discovered the molecular mechanism by which tumors defective in DNA mismatch repair respond to immunotherapy. This illustration depicts how cells use a programmed mismatch repair deficiency-activated.
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Credit: Illustration by Yipin Wu
DALLAS - Dec. 17, 2020 - DNA that ends up where it doesn t belong in cancer cells can unleash an immune response that makes tumors more susceptible to immunotherapy, the results of two UT Southwestern studies indicate. The findings, published online today in
Cancer Cell, suggest that delivering radiation - which triggers DNA release from cells - before immunotherapy could be an effective way to fight cancers that are challenging to treat. ....

United States , Junqiu Zhang , Eugene Frenkel , Longchao Liu , Zhenhua Ren , Anthonyj Davis , Janice Ortega , Qihuang Jin , Tao Wang , Yong Liang , Xuezhi Cao , Ralphb Rogers , Huiming Lu , Axiang Chen , Zhida Liu , Jiankun Zhu , Junhong Guan , Reecea Overcash Jr , Mary Nell , Yang Xin Fu , Liya Gu , Chuanhui Han , Hongyi Zhang , Zhijianj Chen , Jerryw Shay , Jian Qiao ,