Konstantinos Kallidromitis
Deep Learning Researcher
- Role
- Deep Learning Researcher at Panasonic North America
- Location
- Mountain View, CA, US
- LinkedIn followers
- 500 followers
About Konstantinos Kallidromitis
Deep Learning Researcher
Experience
Deep Learning Researcher
Sep 2020 — Present · Mountain View, CA, US
Developed a novel self-supervised approach that combines contrastive learning and convolutional neural processes to improve the performance of encoded representations by 10% in medical, industrial and audio applications (ACML Paper with Long Oral Presentation)• Proposed a new dual contrastive learning objective that uses inter and intra class features to enhance classification tasks• Collaborating with UC Berkeley BAIR Lab to region to object refinement on segmentation and object detection to train self-driving vehicles using the BDD100K dataset• Moderator and reviewer in the ECCV2022 Workshop on International Challenge on Compositional and Multimodal Perception (CAMP)
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