Conditional Computation For Continual Learning

D Abati, BE Bejnordi, JM Tomczak… - US Patent App. 17 …, 2021 - Google Patents
Various aspects provide methods for learning, such as con tinual learning, that support task-
incremental learning using a multi-head classification architecture. Various aspects may …

Method and device for ascertaining a network configuration of a neural network

T Elsken, F Hutter, JH Metzen - US Patent App. 16/978,108, 2021 - Google Patents
BACKGROUND INFORMATION [0002] The properties of neural networks are determined
primarily by their architecture. The architecture of a neural network is defined, for example …

Systems and methods for localization and classification of content in a data set

GG Zweig, P Arora, G Kundu, P Kuznetsova - US Patent 11,531,863, 2022 - Google Patents
Disclosed herein includes a system, a method, and a device for localizing and classifying
content in a data set. A device can provide a sequence of portions of a data set to a neural …

Shared dense network with robot task-specific heads

M Quinlan, S Kirmani - US Patent 11,587,302, 2023 - Google Patents
US11587302B2 - Shared dense network with robot task-specific heads - Google Patents
US11587302B2 - Shared dense network with robot task-specific heads - Google Patents …

Integrated circuit, semiconductor device and control method for semiconductor device

T Kato, K Namura - US Patent App. 18/326,328, 2023 - Google Patents
US20230305729A1 - Integrated circuit, semiconductor device and control method for
semiconductor device - Google Patents US20230305729A1 - Integrated circuit, semiconductor …

Shared dense network with robot task-specific heads

M Quinlan, S Kirmani - US Patent 11,945,106, 2024 - Google Patents
A method includes receiving image data representing an environment of a robotic device
from a camera on the robotic device. The method further includes applying a trained dense …

Systems and methods for modeled advertisement conversion attributions

S Ma, J Chen, H Ge, P Despins - US Patent 11,983,742, 2024 - Google Patents
Abstract Systems, methods, and computer-readable media are disclosed for modeled
advertisement conversion attributions. An example method may include receiving first input …

Apparatus, a method and a computer program for video coding and decoding

F Cricri, C Aytekin, M Hannuksela… - US Patent …, 2023 - Google Patents
A method comprising: obtaining a configuration of at least one neural network comprising a
plurality of intra-prediction mode agnostic layers and one or more intra-prediction mode …

Optimized deployment of analytic models in an edge topology

F Pinel, RP Bobbitt, DK Byron - US Patent 11,240,340, 2022 - Google Patents
(74) Attorney, Agent, or Firm—Konrad, Raynes, Davda and Victor LLP; Janaki K. Davada
(57) ABSTRACT Provided are techniques for optimized deployment of ana lytic models in an …

Image normalization increasing robustness of machine learning applications for medical images

C Huemmer, R Biniazan, A Fieselmann… - US Patent …, 2023 - Google Patents
A computer program, a system and a method for normalizing medical images from a type of
image acquisition device using a machine learning unit are disclosed. An embodiment of the …