DE
Dumitru Erhan
cs.CVcs.LGstat.MLcs.AIcs.NEcs.ROAlgorithmsArtificial IntelligenceCompetitioncs.CL
On Valency
published · living versionsW_et6jfc9y·v1 · currentpublished
Show and Tell: Lessons learned from the 2015 MSCOCO Image Captioning Challenge
with Oriol Vinyals, Alexander Toshev, Samy Bengio
1 version
Preprints & journals
30 papers in the corpus · 2006–2023Model-Based Reinforcement Learning for Atari1903.00374v5 · Lukasz Kaiser, Mohammad Babaeizadeh, Piotr Milos et al.2019 · 479 citationsarXiv
StoryBench: A Multifaceted Benchmark for Continuous Story Visualization2308.11606v2 · Emanuele Bugliarello, Hernan Moraldo, Ruben Villegas et al.2023 · 1 citationarXiv
Phenaki: Variable Length Video Generation From Open Domain Textual Description2210.02399v1 · Ruben Villegas, Mohammad Babaeizadeh, Pieter-Jan Kindermans et al.2022 · 79 citationsarXiv
INFOrmation Prioritization through EmPOWERment in Visual Model-Based RL2204.08585v1 · Homanga Bharadhwaj, Mohammad Babaeizadeh, Dumitru Erhan et al.2022 · 2 citationsarXiv
FitVid: Overfitting in Pixel-Level Video Prediction2106.13195v1 · Mohammad Babaeizadeh, Mohammad Taghi Saffar, Suraj Nair et al.2021 · 28 citationsarXiv
Models, Pixels, and Rewards: Evaluating Design Trade-offs in Visual Model-Based Reinforcement Learning2012.04603v1 · Mohammad Babaeizadeh, Mohammad Taghi Saffar, Danijar Hafner et al.2020 · 5 citationsarXiv
SurfelGAN: Synthesizing Realistic Sensor Data for Autonomous Driving2005.03844v2 · Zhenpei Yang, Yuning Chai, Dragomir Anguelov et al.2020 · 109 citationsCVPR 2020
VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation1903.01434v3 · Manoj Kumar, Mohammad Babaeizadeh, Dumitru Erhan et al.2019 · 105 citationsarXiv
A Benchmark for Interpretability Methods in Deep Neural Networks1806.10758v3 · Sara Hooker, Dumitru Erhan, Pieter-Jan Kindermans et al.2018 · 407 citationsarXiv
High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks1911.01655v1 · Ruben Villegas, Arkanath Pathak, Harini Kannan et al.2019 · 83 citationsarXiv
Hierarchical Long-term Video Prediction without Supervision1806.04768v1 · Nevan Wichers, Ruben Villegas, Dumitru Erhan et al.2018 · 104 citationsarXiv
Stochastic Variational Video Prediction1710.11252v2 · Mohammad Babaeizadeh, Chelsea Finn, Dumitru Erhan et al.2017 · 71 citationsarXiv
The (Un)reliability of saliency methods1711.00867v1 · Pieter-Jan Kindermans, Sara Hooker, Julius Adebayo et al.2017 · 622 citationsarXiv
Learning how to explain neural networks: PatternNet and PatternAttribution1705.05598v2 · Pieter-Jan Kindermans, Kristof T. Schutt, Maximilian Alber et al.2017 · 302 citationsarXiv
Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks1612.05424v2 · Konstantinos Bousmalis, Nathan Silberman, David Dohan et al.2016 · 1,706 citationsarXiv
SSD: Single Shot MultiBox Detector1512.02325v5 · Wei Liu, Dragomir Anguelov, Dumitru Erhan et al.2015 · 35,686 citationsarXiv
Show and Tell: Lessons learned from the 2015 MSCOCO Image Captioning Challenge1609.06647v1 · Oriol Vinyals, Alexander Toshev, Samy Bengio et al.2016 · 931 citationsIEEE Transactions on Pattern Analysis and Machine Intelligence ( Volume: PP, Issue: 99 , July 2016 )on Valency
Domain Separation Networks1608.06019v1 · Konstantinos Bousmalis, George Trigeorgis, Nathan Silberman et al.2016 · 1,102 citationsarXiv
Scalable, High-Quality Object Detection1412.1441v3 · Christian Szegedy, Scott Reed, Dumitru Erhan et al.2014 · 334 citationsarXiv
Challenges in representation learning: a report on three machine learning contests.25613956 · Goodfellow, Ian J, Erhan, Dumitru, Luc Carrier, Pierre et al.2015 · 793 citationsNeural networks : the official journal of the International Neural Network Society. 2015;64:59-63
Doubly Robust Policy Evaluation and Optimization1503.02834v1 · Miroslav Dud'ik, Dumitru Erhan, John Langford et al.2015 · 229 citationsStatistical Science 2014, Vol. 29, No. 4, 485-511
Going Deeper with Convolutions1409.4842v1 · Christian Szegedy, Wei Liu, Yangqing Jia et al.2014 · 1,374 citationsarXivon Valency
Intriguing properties of neural networks1312.6199v4 · Christian Szegedy, Wojciech Zaremba, Ilya Sutskever et al.2013 · 5,711 citationsarXivon Valency
Using Web Co-occurrence Statistics for Improving Image Categorization1312.5697v2 · Samy Bengio, Jeff Dean, Dumitru Erhan et al.2013 · 17 citationsarXiv
Scalable Object Detection using Deep Neural Networks1312.2249v1 · Dumitru Erhan, Christian Szegedy, Alexander Toshev et al.2013 · 1,194 citationsarXiv
Challenges in Representation Learning: A report on three machine learning contests1307.0414v1 · Ian J. Goodfellow, Dumitru Erhan, Pierre Luc Carrier et al.2013 · 1,688 citationsarXiv
Sample-efficient Nonstationary Policy Evaluation for Contextual Bandits1210.4862v1 · Miroslav Dudik, Dumitru Erhan, John Langford et al.2012 · 18 citationsarXiv
Deep Self-Taught Learning for Handwritten Character Recognition1009.3589v1 · Fr'ed'eric Bastien, Yoshua Bengio, Arnaud Bergeron et al.2010 · 13 citationsarXiv
Collaborative filtering on a family of biological targets.16562992 · Erhan, Dumitru, L'heureux, Pierre-Jean, Yue, Shi Yi et al.2006 · 99 citationsJournal of chemical information and modeling. 2006;46(2):626-35
Career total: 58 works. 30 are in this corpus.Showing the 29 most recent.
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