Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods

1 October 2018

Apratim Bhattacharyya

Mario Fritz

Bernt Schiele

UQCV

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Papers citing "Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods"

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Title
Long-Term Prediction of Natural Video Sequences with Robust Video Predictors Luke Ditria Tom Drummond 46 0 0 21 Aug 2023
DaDe: Delay-adaptive Detector for Streaming Perception Wonwoo Jo Kyung-Min Lee J. Baik Sangsun Lee Dongho Choi Hyunkyoo Park 33 2 0 22 Dec 2022
Rethinking Learning Approaches for Long-Term Action Anticipation Megha Nawhal Akash Abdu Jyothi Greg Mori AI4TS 36 26 0 20 Oct 2022
StreamYOLO: Real-time Object Detection for Streaming Perception Jinrong Yang Songtao Liu Zeming Li Xiaoping Li Jian‐Yuan Sun 25 6 0 21 Jul 2022
Visual-Assisted Sound Source Depth Estimation in the Wild Wei Sun L. Qiu MDE 13 0 0 07 Jul 2022
Forecasting of depth and ego-motion with transformers and self-supervision Houssem-eddine Boulahbal A. Voicila Andrew I. Comport ViT MDE 27 3 0 15 Jun 2022
Joint Forecasting of Panoptic Segmentations with Difference Attention Colin Graber Cyril Jazra Wenjie Luo Liangyan Gui A. Schwing AI4TS 29 1 0 14 Apr 2022
Real-time Object Detection for Streaming Perception Jinrong Yang Songtao Liu Zeming Li Xiaoping Li Jian Sun 32 46 0 23 Mar 2022
Borrowing from yourself: Faster future video segmentation with partial channel update Evann Courdier Franccois Fleuret 17 0 0 11 Feb 2022
Learning Semantic-Aware Dynamics for Video Prediction Xinzhu Bei Yanchao Yang Stefano Soatto VGen 27 31 0 20 Apr 2021
Game Plan: What AI can do for Football, and What Football can do for AI K. Tuyls Shayegan Omidshafiei Paul Muller Zhe Wang Jerome T. Connor ... Simon Bouton Nathalie Beauguerlange Jackson Broshear T. Graepel Demis Hassabis 44 78 0 18 Nov 2020
Rescaling Egocentric Vision Dima Damen Hazel Doughty G. Farinella Antonino Furnari Evangelos Kazakos ... Davide Moltisanti Jonathan Munro Toby Perrett Will Price Michael Wray EgoV 19 436 0 23 Jun 2020
Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View with a Reachability Prior Osama Makansi Özgün Çiçek Kevin Buchicchio Thomas Brox EgoV 30 34 0 08 Jun 2020
Conditional Flow Variational Autoencoders for Structured Sequence Prediction Apratim Bhattacharyya M. Hanselmann Mario Fritz Bernt Schiele C. Straehle BDL DRL AI4TS 24 83 0 24 Aug 2019
Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction Osama Makansi Eddy Ilg Özgün Çiçek Thomas Brox 27 192 0 09 Jun 2019
Segmenting the Future Hsu-kuang Chiu Ehsan Adeli Juan Carlos Niebles 21 44 0 24 Apr 2019
Uncertainty-aware Short-term Motion Prediction of Traffic Actors for Autonomous Driving Nemanja Djuric Vladan Radosavljevic Henggang Cui Thi Nguyen Fang-Chieh Chou Tsung-Han Lin Nitin Singh J. Schneider 24 206 0 17 Aug 2018
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 233 7,904 0 13 Jun 2015
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference Y. Gal Zoubin Ghahramani UQCV BDL 197 745 0 06 Jun 2015
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015