Sponsor of the Day:
Jerkmate
https://waymo.com/research/causalagents-a-robustness-benchmark-for-motion-forecasting-using-causal/
CausalAgents: A Robustness Benchmark for Motion Forecasting using Causal Relationships
As machine learning models become increasingly prevalent in motion forecasting systems for autonomous vehicles (AVs), it is critical that we ensure that model...
motion forecastingrobustnessbenchmarkusingcausal
https://waymo.com/research/occupancy-flow-fields-for-motion-forecasting-in-autonomous-driving/
Occupancy Flow Fields for Motion Forecasting in Autonomous Driving
We propose Occupancy Flow Fields, a new representation for motion forecasting of multiple agents, an important task in autonomous driving. Our representation...
motion forecastingautonomous drivingoccupancyflowfields
https://waymo.com/research/wayformer/
Wayformer: Motion Forecasting via Simple & Efficient Attention Networks
motion forecastingsimple efficientviaattentionnetworks
https://waymo.com/research/motionlm/
MotionLM: Multi-Agent Motion Forecasting as Language Modeling
multi agentmotion forecastinglanguage modeling