Category:Jan KAUTZ of Lexington MA (US)

Jan KAUTZ of Lexington MA (US)

Executive Summary

Jan KAUTZ of Lexington MA (US) is an inventor who has filed 9 patents. Their primary areas of innovation include Weakly supervised learning, e.g. semi-supervised or self-supervised learning (2 patents), {using trajectory prediction for other traffic participants} (1 patents), CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT (1 patents), and they have worked with companies such as NVIDIA CORPORATION (8 patents), NVIDIA Corporation (1 patents). Their most frequent collaborators include (5 collaborations), (4 collaborations), (4 collaborations).

Patent Filing Activity

Technology Areas

List of Technology Areas

• G06N3/0895 (Weakly supervised learning, e.g. semi-supervised or self-supervised learning): 2 patents
• B60W60/0027 ({using trajectory prediction for other traffic participants}): 1 patents
• B60W30/0953 (CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT): 1 patents
• B60W30/0956 (CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT): 1 patents
• B60W50/06 (CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT): 1 patents
• B60W50/14 (Means for informing the driver, warning the driver or prompting a driver intervention): 1 patents
• B60W60/0015 ({specially adapted for safety}): 1 patents
• B60W2050/0014 (CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT): 1 patents
• B60W2050/146 (CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT): 1 patents
• B60W2554/4045 (CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT): 1 patents
• G06N3/096 (Transfer learning): 1 patents
• G06N3/0455 (Auto-encoder networks; Encoder-decoder networks): 1 patents
• G06V10/82 (IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING): 1 patents
• G06V10/776 (IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING): 1 patents
• G06N3/08 (Learning methods): 1 patents
• G06N3/045 (Combinations of networks): 1 patents
• G06T13/40 (of characters, e.g. humans, animals or virtual beings): 1 patents
• G06T17/20 (Finite element generation, e.g. wire-frame surface description, {tesselation}): 1 patents
• G06N20/00 (Machine learning): 1 patents
• G06T7/75 ({involving models}): 1 patents
• G06T2207/10016 (Image acquisition modality): 1 patents
• G06T2207/20081 (Special algorithmic details): 1 patents
• G06T2207/20132 (Special algorithmic details): 1 patents
• G06N3/0985 (Hyperparameter optimisation; Meta-learning; Learning-to-learn): 1 patents

Companies

List of Companies

• NVIDIA CORPORATION: 8 patents
• NVIDIA Corporation: 1 patents

Collaborators

• Shalini DE MELLO of San Francisco CA (US) (5 collaborations)
• Wonmin BYEON of Santa Cruz CA (US) (4 collaborations)
• Sudarshan BABU of Chicago IL (US) (4 collaborations)
• Bowen WEN of Bellevue WA (US) (2 collaborations)
• Stanley BIRCHFIELD of Sammamish WA (US) (2 collaborations)
• Wei YANG of Lake Forest Park WA (US) (2 collaborations)
• Zhiqi LI (1 collaborations)
• Zhiding YU of Santa Clara CA (US) (1 collaborations)
• Shiyi LAN of San Jose CA (US) (1 collaborations)
• Jose Manuel ALVAREZ LOPEZ of Mountain View CA (US) (1 collaborations)
• Michael RANZINGER of Park City UT (US) (1 collaborations)
• Gregory HEINRICH (1 collaborations)
• Pavlo MOLCHANOV of Mountain View CA (US) (1 collaborations)
• Ye YUAN of Santa Clara CA (US) (1 collaborations)
• Xueting LI of San Jose CA (US) (1 collaborations)
• Umar IQBAL of Danville CA (US) (1 collaborations)
• Koki NAGANO of Playa Vista CA (US) (1 collaborations)