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09/18/2023
Contrastive Initial State Buffer for Reinforcement Learning
In Reinforcement Learning, the trade-off between exploration and exploit...
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07/28/2023
Seeing Behind Dynamic Occlusions with Event Cameras
Unwanted camera occlusions, such as debris, dust, rain-drops, and snow, ...
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06/12/2023
Revisiting Token Pruning for Object Detection and Instance Segmentation
Vision Transformers (ViTs) have shown impressive performance in computer...
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11/23/2022
Data-driven Feature Tracking for Event Cameras
Because of their high temporal resolution, increased resilience to motio...
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03/18/2022
ESS: Learning Event-based Semantic Segmentation from Still Images
Retrieving accurate semantic information in challenging high dynamic ran...
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03/13/2022
Multi-Bracket High Dynamic Range Imaging with Event Cameras
Modern high dynamic range (HDR) imaging pipelines align and fuse multipl...
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09/06/2021
Bridging the Gap between Events and Frames through Unsupervised Domain Adaptation
Event cameras are novel sensors with outstanding properties such as high...
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03/20/2020
Event-based Asynchronous Sparse Convolutional Networks
Event cameras are bio-inspired sensors that respond to per-pixel brightn...
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11/06/2017
Cone Detection using a Combination of LiDAR and Vision-based Machine Learning
The classification and the position estimation of objects become more an...
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11/01/2017