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Steven J Rennie
Senior Research Scientist, Pryon
Joined
September 2017
Names
Steven J Rennie
,
Steven J. Rennie
,
Steven Rennie
Emails
****@gmail.com
(Confirmed)
,
****@fusemachines.com
,
****@us.ibm.com
,
****@eecg.utoronto.ca
,
****@pryoninc.com
(Confirmed)
Personal Links
Google Scholar
DBLP
Career & Education History
Senior Research Scientist
Pryon
(pryoninc.com)
2019
–
Present
Director of Research
Fusemachines
(fusemachines.com)
2017
–
2019
Research Staff Member
International Business Machines
(ibm.com)
2007
–
2017
Postdoc
International Business Machines
(ibm.com)
2006
–
2007
PhD student
University of Toronto
(toronto.edu)
2003
–
2006
Advisors, Relations & Conflicts
No relations added
Expertise
deep learning
,
graphical models
,
variational learning and inference
,
reinforcement learning
,
computer vision
,
question answering
,
image captioning
,
source separation
,
automatic speech recognition
,
robust speech recognition
Present
Publications
CNNBiF: CNN-based Bigram Features for Named Entity Recognition
Chul Sung
,
Vaibhava Goel
,
Etienne Marcheret
,
Steven J. Rennie
,
David Nahamoo
2021 (modified: 24 Nov 2022)
EMNLP (Findings) 2021
Readers:
Everyone
Fashion IQ: A New Dataset Towards Retrieving Images by Natural Language Feedback
Hui Wu
,
Yupeng Gao
,
Xiaoxiao Guo
,
Ziad Al-Halah
,
Steven Rennie
,
Kristen Grauman
,
Rogério Feris
2021 (modified: 24 Nov 2022)
CVPR 2021
Readers:
Everyone
Unsupervised Adaptation of Question Answering Systems via Generative Self-training
Steven J. Rennie
,
Etienne Marcheret
,
Neil Mallinar
,
David Nahamoo
,
Vaibhava Goel
2020 (modified: 24 Nov 2022)
EMNLP (1) 2020
Readers:
Everyone
The Fashion IQ Dataset: Retrieving Images by Combining Side Information and Relative Natural Language Feedback
Xiaoxiao Guo
,
Hui Wu
,
Yupeng Gao
,
Steven Rennie
,
Rogério Schmidt Feris
2019 (modified: 24 Nov 2022)
CoRR 2019
Readers:
Everyone
Dialog-based Interactive Image Retrieval
Xiaoxiao Guo
,
Hui Wu
,
Yu Cheng
,
Steven Rennie
,
Rogério Schmidt Feris
2018 (modified: 24 Nov 2022)
CoRR 2018
Readers:
Everyone
Exploring ROI size in deep learning based lipreading
Alexandros Koumparoulis
,
Gerasimos Potamianos
,
Youssef Mroueh
,
Steven J. Rennie
2017 (modified: 24 Nov 2022)
AVSP 2017
Readers:
Everyone
Factorial Modeling for Effective Suppression of Directional Noise
Osamu Ichikawa
,
Takashi Fukuda
,
Gakuto Kurata
,
Steven J. Rennie
2017 (modified: 24 Nov 2022)
INTERSPEECH 2017
Readers:
Everyone
Self-Critical Sequence Training for Image Captioning
Steven J. Rennie
,
Etienne Marcheret
,
Youssef Mroueh
,
Jarret Ross
,
Vaibhava Goel
2017 (modified: 10 Nov 2022)
CVPR 2017
Readers:
Everyone
BlockDrop: Dynamic Inference Paths in Residual Networks
Zuxuan Wu
,
Tushar Nagarajan
,
Abhishek Kumar
,
Steven Rennie
,
Larry S. Davis
,
Kristen Grauman
,
Rogério Schmidt Feris
2017 (modified: 24 Nov 2022)
CoRR 2017
Readers:
Everyone
Efficient non-linear feature adaptation using Maxout networks
Steven J. Rennie
,
Xiaodong Cui
,
Vaibhava Goel
2016 (modified: 24 Nov 2022)
ICASSP 2016
Readers:
Everyone
View all 54 publications
Co-Authors
Abhishek Kumar
Alexandros Koumparoulis
Bhuvana Ramabhadran
Bowen Zhou
Brendan J. Frey
Brian Kingsbury
Chul Sung
David Nahamoo
Dimitrios Dimitriadis
Etienne Marcheret
Figen Öztoprak
Gakuto Kurata
George Saon
Gerasimos Potamianos
Gillian M. Chin
Hong-Kwang Jeff Kuo
Hui Wu
Jarret Ross
Jerret Ross
Jing Huang
John R. Hershey
Jonathan Le Roux
Jorge Nocedal
Kannan Achan
Kristen Grauman
View all 53 co-authors