Learning Representations for Predicting Future Activities

9 May 2019

Mohammadreza Zolfaghari

Thomas Brox

Papers citing "Learning Representations for Predicting Future Activities"

31 / 31 papers shown

Title
Predicting Action Tubes Gurkirt Singh Suman Saha Fabio Cuzzolin ViT 127 22 0 23 Aug 2018
ECO: Efficient Convolutional Network for Online Video Understanding Mohammadreza Zolfaghari Kamaljeet Singh Thomas Brox 185 499 0 24 Apr 2018
Scaling Egocentric Vision: The EPIC-KITCHENS Dataset Dima Damen Hazel Doughty G. Farinella Sanja Fidler Antonino Furnari ... Davide Moltisanti Jonathan Munro Toby Perrett Will Price Michael Wray EgoV 140 1,038 0 08 Apr 2018
Stochastic Adversarial Video Prediction Alex X. Lee Richard Y. Zhang F. Ebert Pieter Abbeel Chelsea Finn Sergey Levine DRL VGen GAN 77 453 0 04 Apr 2018
When will you do what? - Anticipating Temporal Occurrences of Activities Yazan Abu Farha Alexander Richard Juergen Gall 84 192 0 03 Apr 2018
Predicting Future Instance Segmentation by Forecasting Convolutional Features Pauline Luc Camille Couprie Yann LeCun Jakob Verbeek 72 91 0 30 Mar 2018
Uncertainty Estimates and Multi-Hypotheses Networks for Optical Flow Eddy Ilg Özgün Çiçek Silvio Galesso Aaron Klein Osama Makansi Frank Hutter Thomas Brox UQCV 91 223 0 20 Feb 2018
Future Frame Prediction for Anomaly Detection -- A New Baseline Wen Liu Weixin Luo Dongze Lian Shenghua Gao 3DH 173 1,079 0 28 Dec 2017
Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty Apratim Bhattacharyya Mario Fritz Bernt Schiele 95 204 0 24 Nov 2017
Human Action Forecasting by Learning Task Grammars Tengda Han Jue Wang A. Cherian Stephen Gould 41 17 0 19 Sep 2017
ProbFlow: Joint Optical Flow and Uncertainty Estimation Anne S. Wannenwetsch Margret Keuper Stefan Roth 113 60 0 22 Aug 2017
Photographic Image Synthesis with Cascaded Refinement Networks Qifeng Chen V. Koltun 69 953 0 28 Jul 2017
On Calibration of Modern Neural Networks Chuan Guo Geoff Pleiss Yu Sun Kilian Q. Weinberger UQCV 299 5,877 0 14 Jun 2017
Forecasting Hands and Objects in Future Frames Chenyou Fan Jangwon Lee Michael S. Ryoo 3DH 43 14 0 20 May 2017
The Kinetics Human Action Video Dataset W. Kay João Carreira Karen Simonyan Brian Zhang Chloe Hillier ... Tim Green T. Back Apostol Natsev Mustafa Suleyman Andrew Zisserman 270 3,817 0 19 May 2017
Snapshot Ensembles: Train 1, get M for free Gao Huang Yixuan Li Geoff Pleiss Zhuang Liu John E. Hopcroft Kilian Q. Weinberger OOD FedML UQCV 147 953 0 01 Apr 2017
Predicting Deeper into the Future of Semantic Segmentation Pauline Luc Natalia Neverova Camille Couprie Jakob Verbeek Yann LeCun 88 242 0 22 Mar 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 362 4,724 0 15 Mar 2017
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 847 5,847 0 05 Dec 2016
Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses Christian Rupprecht Iro Laina R. DiPietro Maximilian Baust Federico Tombari Nassir Navab Gregory D. Hager 67 185 0 01 Dec 2016
Semantic Compositional Networks for Visual Captioning Zhe Gan Chuang Gan Xiaodong He Yunchen Pu Kenneth Tran Jianfeng Gao Lawrence Carin Li Deng CoGe 110 427 0 23 Nov 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 350 8,190 0 13 Aug 2016
Stochastic Multiple Choice Learning for Training Diverse Deep Ensembles Stefan Lee Senthil Purushwalkam Michael Cogswell Viresh Ranjan David J. Crandall Dhruv Batra BDL UQCV OOD 92 179 0 24 Jun 2016
Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning William Lotter Gabriel Kreiman David D. Cox SSL 119 936 0 25 May 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 382 14,280 0 23 Feb 2016
Deep multi-scale video prediction beyond mean square error Michaël Mathieu Camille Couprie Yann LeCun GAN 130 1,882 0 17 Nov 2015
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 891 9,364 0 06 Jun 2015
Anticipating Visual Representations from Unlabeled Video Carl Vondrick Hamed Pirsiavash Antonio Torralba 79 145 0 29 Apr 2015
Unsupervised Learning of Video Representations using LSTMs Nitish Srivastava Elman Mansimov Ruslan Salakhutdinov SSL 164 2,593 0 16 Feb 2015
Video (language) modeling: a baseline for generative models of natural videos MarcÁurelio Ranzato Arthur Szlam Joan Bruna Michaël Mathieu R. Collobert S. Chopra VGen 116 473 0 20 Dec 2014
CIDEr: Consensus-based Image Description Evaluation Ramakrishna Vedantam C. L. Zitnick Devi Parikh 308 4,520 0 20 Nov 2014