Visual 3D Scene Understanding and Adaptation in Road Scenes
Invited Talk at ICCV Workshop on Road Scene Understanding and Autonomous Driving, Seoul, 2019
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Vision in Extreme Conditions
Invited Talk at ICCV Workshop on Real-World Recognition from Low-Quality Images, Seoul, 2019
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Unconstrained Computer Vision
Invited talk at CVPR Workshop on Bridging the Gap between Computational Photography and Visual Recognition, Long Beach, 2019
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Perception and Understanding in Complex Road Scenes
Invited Talk at CVPR Workshop on Autonomous Driving, Long Beach, 2019
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Learning to Disentangle Shape, Material and Lighting
Visual Computing Retreat, La Jolla, 2019
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Towards 3D Scene Understanding for Self-Driving
UCSD RoboGrads Seminar, La Jolla, 2019
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Towards 3D Scene Understanding for Self-Driving
Keynote Talk at Hyderabad AI Symposium, 2018
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Coating Design for Object Recognition
CARA Review Symposium, Berkeley, 2018
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Learning Geometry and Semantics for 3D Road Scene Understanding
Invited Talk at CVPR Workshop on Visual Odometry and Computer Vision Applications Based on Location Cues, Salt Lake City, 2018
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Visual 3D Reconstruction, Shape and Semantics
Invited talk at QualComm, San Diego, 2018
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Revisiting Visual Correspondence
Invited talk at Snap Research, Los Angeles, 2018
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Learning Physically-Motivated Models for Reconstruction and Recognition
Visual Computing Retreat, La Jolla, 2018
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Designing Physically-Motivated CNNs for Shape and Material
Invited Talk at Computer Vision Seminar, IIIT Hyderabad, India, 2017
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Self-Driving: Past, Present and Future
Opening Remarks and Keynote at First Academic-Industry Workshop on Self-Driving in India, 2017
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Towards Visual 3D Scene Understanding and Prediction for Self-Driving
ICML Workshop on Autonomous Vehicles, Sydney, 2017
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Deep Learning for Detailed 3D Vision with Limited Supervision
Invited talk at Cognex Engineering Innovation Conference, Vermont, 2017
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Insights from Shape and Material for Learning to See in 3D
Invited talk at ICCV Workshop on Learning to See from 3D Data, Italy, 2017
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Physical Models for Data-Driven Shape and Material
Keynote talk at ICCV Workshop on Data-Driven BxDF Models for Computer Vision Applications, Italy, 2017
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Designing Physically-Motivated CNNs for Shape and Material
Keynote talk at ICCV Workshop on Physics Based Vision Meets Deep Learning, Italy, 2017
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