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Haar Wavelet based Block Autoregressive Flows for Trajectories

Sep 21, 2020
Apratim Bhattacharyya, Christoph-Nikolas Straehle, Mario Fritz, Bernt Schiele

* German Conference on Pattern Recognition, 2020 (oral) 

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Normalizing Flows with Multi-Scale Autoregressive Priors

Apr 08, 2020
Shweta Mahajan, Apratim Bhattacharyya, Mario Fritz, Bernt Schiele, Stefan Roth

* To appear in CVPR 2020 

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"Best-of-Many-Samples" Distribution Matching

Sep 27, 2019
Apratim Bhattacharyya, Mario Fritz, Bernt Schiele


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Conditional Flow Variational Autoencoders for Structured Sequence Prediction

Aug 24, 2019
Apratim Bhattacharyya, Michael Hanselmann, Mario Fritz, Bernt Schiele, Christoph-Nikolas Straehle


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Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample Objective

Oct 15, 2018
Apratim Bhattacharyya, Bernt Schiele, Mario Fritz

* Added additional references and baselines. (Appeared in CVPR 2018) 

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Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods

Oct 02, 2018
Apratim Bhattacharyya, Mario Fritz, Bernt Schiele

* arXiv admin note: substantial text overlap with arXiv:1806.06939 

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Bayesian Prediction of Future Street Scenes through Importance Sampling based Optimization

Sep 28, 2018
Apratim Bhattacharyya, Mario Fritz, Bernt Schiele

* The objective in (8) allows for trivial solutions e.g. the prior 

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Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty

Jun 20, 2018
Apratim Bhattacharyya, Mario Fritz, Bernt Schiele

* CVPR 2018 

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Long-Term Image Boundary Prediction

Nov 23, 2017
Apratim Bhattacharyya, Mateusz Malinowski, Bernt Schiele, Mario Fritz

* Accepted in the AAAI Conference for Artificial Intelligence, 2018 

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Efficiently Summarising Event Sequences with Rich Interleaving Patterns

Jan 27, 2017
Apratim Bhattacharyya, Jilles Vreeken


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Spatio-Temporal Image Boundary Extrapolation

May 24, 2016
Apratim Bhattacharyya, Mateusz Malinowski, Mario Fritz


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