This paper proposes a novelty approach to mitigate the negative transfer problem. In the
field of machine learning, the common strategy is to apply the Single-Task Learning …

To reduce hardware idle time, accelerators implementing neural network training use
pipelining where layers are fed additional training samples to process as the results of …

2021-09-08 Assigned to SambaNova Systems, Inc. reassignment SambaNova Systems, Inc.
ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors …

Roughly described, the invention involves a system including a plurality of functional units
that execute different segments of a dataflow, and share intermediate results via a peer-to …

Some embodiments herein can include methods and systems for predicting next poses of a
character within a virtual gaming environment. The pose prediction system can identify a …

Abstract Systems and methods are provided for enhanced animation generation based on
generative modeling. An example method includes training models based on faces and …

A system for training parameters of a neural network includes a processing node with a
processor reconfigurable at a first level of configuration granularity and a controller …

Aspects of the present disclosure involve systems, methods, devices, and the like for
generating an adversarially resistant model. In one embodiment, a novel architecture is …

Aspects of the invention include systems and methods that train a teacher neural network
using labeled images to obtain a trained teacher neural network, each pixel of each of the …

A method for executing applications in a system comprising general hardware and
reconfigurable hardware includes accessing a first execution file comprising metadata …