This workshop aims to bring together leading researchers and practitioners to discuss
upcoming paradigms for autonomous vehicles. Central to the program is a series of Winners
of
the challenges will present their results and insights as part of the workshop. We invite researchers around
the world to build new algorithms to tackle these challenging, real-world autonomous driving tasks!
Time | Speaker | Theme | Content | |
---|---|---|---|---|
9:00, Jun 18 |
Ziwei Liu | Welcome and Opening Remarks | ||
9:10, Jun 18 |
|
Deva Ramanan Carnegie Mellon University, USA |
MultiModal Perception of the 4D World for Autonomous Navigation: Flexible Maps, Fusion, and Forecasting | |
9:45, Jun 18 |
|
Phil Duan Tesla, USA |
Building Vision Foundation Models for Autonomous Driving | |
10:20, Jun 18 |
Invited Talk 3D Occupancy Prediction |
|
||
11:05, Jun 18 |
Coffee Break | - | - | |
11:15, Jun 18 |
|
Patrick Langechuan Liu XPENG, China |
The Practice of Mass Production Autonomous Driving | |
11:50, Jun 18 |
|
Host: Tutian Tang |
OpenLane Topology Challenge
|
|
12:20, Jun 18 |
Lunch Break | - | - | |
13:30, Jun 18 |
|
Jose M. Alvarez NVIDIA, USA |
Camera-based Perception for AV: From Data Collections to Network Robustness | |
14:05, Jun 18 |
|
Sergey Levine
UC Berkeley, USA |
Learning Navigation from Offline Data and Online Finetuning | |
14:40, Jun 18 |
Coffee Break | - | - | |
15:10, Jun 18 |
|
Alex Kendall Wayve, UK |
Do 2023's AI Breakthroughs Apply to AVs too? | |
15:45, Jun 18 |
|
Host: Pat Karnchanachari |
nuPlan Planning Challenge
|
|
16:30, Jun 18 |
|
Yuning Chai
Cruise, USA |
Scaling the AV across the US | |
17:05-18:00, Jun 18 |
Shenlong Wang | Panel Discussion with Deva Ramanan, Sergey Levine, Alex Kendall, Yuning Chai, Hongyang Li |
ProfessorCarnegie Mellon University, USA
Associate ProfessorUC Berkeley, USA
Senior Research ManagerNVIDIA, USA
Head of AI ResearchCruise, USA
Autopilot Vision LeadTesla, USA
CEOWayve, UK
Director, Principal EngineerXPENG, China
World's first topology reasoning benchmark for scene structure.
Dynamically construct local HD maps using onboard sensors.
Occupancy as new representation for general object perception.
World's first large-scale planning benchmark.
Tsinghua University
Tsinghua University
Shanghai AI Lab
Tsinghua University
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