On this award-winning show, you'll learn how Bosch turns research and development into real WOW moments. Each month we explore a different technology topic from multiple perspectives. Our hosts Shuko, Melena and Geoff present the challenges and successes of Bosch experts and dive into a world that makes life smarter, safer and more sustainable. This podcast is for people who love technology and good stories.
Two weeks after each episode, you can get extra nerdy KNOW-HOW and WOWs in our Deep Dive shortcast, where we delve into a specific aspect of the topic. It's an inspiring tech snack hosted by an AI-generated voice avatar of Geoff.
All content for From KNOW-HOW to WOW is the property of Robert Bosch GmbH and is served directly from their servers
with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
On this award-winning show, you'll learn how Bosch turns research and development into real WOW moments. Each month we explore a different technology topic from multiple perspectives. Our hosts Shuko, Melena and Geoff present the challenges and successes of Bosch experts and dive into a world that makes life smarter, safer and more sustainable. This podcast is for people who love technology and good stories.
Two weeks after each episode, you can get extra nerdy KNOW-HOW and WOWs in our Deep Dive shortcast, where we delve into a specific aspect of the topic. It's an inspiring tech snack hosted by an AI-generated voice avatar of Geoff.
DEEP DIVE: HOW GENERATIVE AI CAN HELP DRIVING A CAR
From KNOW-HOW to WOW
9 minutes
1 year ago
DEEP DIVE: HOW GENERATIVE AI CAN HELP DRIVING A CAR
Generative AI or large vision-language models can improve advanced driver assistance systems (ADAS) in various ways. Dr. Liu Ren of Bosch Research in Sunnyvale, California, explains how foundation models can help label training data and analyze a bird’s eye view representation of a car’s various data sources to improve the functional performance of ADAS.
Papers:
Xiaoqi Wang, Wenbin He, Xiwei Xuan, Clint Sebastian, Jorge Henrique Piazentin Ono, Xin Li, Sima Behpour, Thang Doan, Liang Gou, Han Wei Shen, Liu Ren. "USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation", at CVPR 2024.
Chenbin Pan, Burhan Yaman, Tommaso Nesti, Abhirup Mallik, Alessandro G. Allievi, Senem Velipasalar, Liu Ren. "VLP: Vision Language Planning for Autonomous Driving", at CVPR 2024.
Chenbin Pan, Burhan Yaman, Senem Velipasalar, Liu Ren. "CLIP-BEVFormer: Enhancing Multi-View Image-Based BEV Detector with Ground Truth Flow", at CVPR 2024.
From KNOW-HOW to WOW
On this award-winning show, you'll learn how Bosch turns research and development into real WOW moments. Each month we explore a different technology topic from multiple perspectives. Our hosts Shuko, Melena and Geoff present the challenges and successes of Bosch experts and dive into a world that makes life smarter, safer and more sustainable. This podcast is for people who love technology and good stories.
Two weeks after each episode, you can get extra nerdy KNOW-HOW and WOWs in our Deep Dive shortcast, where we delve into a specific aspect of the topic. It's an inspiring tech snack hosted by an AI-generated voice avatar of Geoff.
