Zhao Chen, 46San Jose, CA

2021027, Sep 9, 2021

Mar 5, 2021

17/194090

- Mountain View CA, US
Soeren Pirk - Palo Alto CA, US
Anelia Angelova - Sunnyvale CA, US
Vincent Michael Casser - Cambridge MA, US
Yao Lu - Shanghai, CN
Anthony Brohan - Palo Alto CA, US
Zhao Chen - Mountain View CA, US
Jan Dlabal - Mountain View CA, US

G06K 9/62
G06N 3/08
G06N 3/04

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for training a neural network using consistency measures. One of the methods includes processing a particular training example from a mediator training data set using a first neural network to generate a first output for a first machine learning task; processing the particular training example in the mediator training data set using each of one or more second neural networks, wherein each second neural network is configured to generate a second output for a respective second machine learning task; determining, for each second machine learning task, a consistency target output for the first machine learning task; determining, for each second machine learning task, an error between the first output and the consistency target output corresponding to the second machine learning task; and generating a parameter update for the first neural network from the determined errors.

2021010, Apr 8, 2021

Jul 16, 2020

16/931170

- Boston MA, US
Michael R. McKeown - Brookline MA, US
Margaret A. Shipp - Wellesley MA, US
Bjoern Chapuy - Boston MA, US
Kwok Kin Wong - Arlington MA, US
Zhao Chen - Sharon MA, US

A61K 31/551
C07D 487/04
C07D 495/14
A61K 31/404
A61K 31/453
A61K 31/5377
A61K 45/06

The present invention provides methods for treating cancer using combinations of bromodomain and extra-terminal (BET) protein inhibitors and certain chemotherapeutic drugs.

2020041, Dec 31, 2020

Sep 11, 2020

17/018940

- Plantation FL, US
Zhao Chen - Mountain View CA, US
Andrew Rabinovich - San Francisco CA, US

Magic Leap, Inc. - Plantation FL

G06T 7/50
G06N 3/08

Systems and methods are disclosed for training and using neural networks for computing depth maps. One method for training the neural network includes providing an image input to the neural network. The image input may include a camera image of a training scene. The method may also include providing a depth input to the neural network. The depth input may be based on a high-density depth map of the training scene and a sampling mask. The method may further include generating, using the neural network, a computed depth map of the training scene based on the image input and the depth input. The method may further include modifying the neural network based on an error between the computed depth map and the high-density depth map.

2019028, Sep 19, 2019

Mar 13, 2019

16/352522

- Plantation FL, US
Zhao CHEN - Mountain View CA, US
Andrew RABINOVICH - San Francisco CA, US
Elad JOSEPH - Haifa, IL

Magic Leap, Inc. - Plantation FL

H04N 13/271
H04N 13/128
G06T 7/593

Systems and methods are disclosed for computing depth maps. One method includes capturing, using a camera, a camera image of a runtime scene. The method may also include analyzing the camera image of the runtime scene to determine a plurality of target sampling points at which to capture depth of the runtime scene. The method may further include adjusting a setting associated with a low-density depth sensor based on the plurality of target sampling points. The method may further include capturing, using the low-density depth sensor, a low-density depth map of the runtime scene at the plurality of target sampling points. The method may further include generating a computed depth map of the runtime scene based on the camera image of the runtime scene and the low-density depth map of the runtime scene.

2016027, Sep 29, 2016

Nov 7, 2014

15/034922

- Boston MA, US
Michael R. McKeown - Brookline MA, US
Margaret A. Shipp - Wellesley MA, US
Bjoern Chapuy - Boston MA, US
Kwok-kin Wong - Arlington VA, US
Zhao Chen - Sharon MA, US

Dana-Farber Cancer Institute, Inc. - Boston MA

A61K 31/551
A61K 45/06
A61K 31/404
A61K 31/5377
A61K 31/453

The present invention provides methods for treating cancer using combinations of bromodomain and extra-terminal (BET) protein inhibitors and certain chemotherapeutic drugs.