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06/15/2023
Neural World Models for Computer Vision
Humans navigate in their environment by learning a mental model of the w...
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10/14/2022
Model-Based Imitation Learning for Urban Driving
An accurate model of the environment and the dynamic agents acting in it...
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11/29/2021
SPIN: Simplifying Polar Invariance for Neural networks Application to vision-based irradiance forecasting
Translational invariance induced by pooling operations is an inherent pr...
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04/26/2021
ECLIPSE : Envisioning Cloud Induced Perturbations in Solar Energy
Efficient integration of solar energy into the electricity mix depends o...
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04/21/2021
FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras
Driving requires interacting with road agents and predicting their futur...
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03/13/2020
Probabilistic Future Prediction for Video Scene Understanding
We present a novel deep learning architecture for probabilistic future p...
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12/19/2019
Learning a Spatio-Temporal Embedding for Video Instance Segmentation
We present a novel embedding approach for video instance segmentation. O...
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05/28/2019
Ensemble-based cover song detection
Audio-based cover song detection has received much attention in the MIR ...
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05/25/2018