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Osama Makansi

A data augmentation perspective on diffusion models and retrieval

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Apr 20, 2023
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You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction

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Oct 11, 2021
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On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors

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Mar 24, 2021
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Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View with a Reachability Prior

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Jun 08, 2020
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Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction

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Jun 09, 2019
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FusionNet and AugmentedFlowNet: Selective Proxy Ground Truth for Training on Unlabeled Images

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Aug 20, 2018
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Uncertainty Estimates and Multi-Hypotheses Networks for Optical Flow

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Aug 06, 2018
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End-to-End Learning of Video Super-Resolution with Motion Compensation

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Jul 03, 2017
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