Sotabase

Career

· Safe & Ethical AI Senior Research Fellow, The Alan Turing Institute2022–2024
· Reader in Explainable AI, University of Edinburgh2020–
· Safe & Ethical AI Research Fellow, The Alan Turing Institute2019–2021
· Senior Researcher, University of Oxford2019–2020
· Postdoctoral Research Assistant, University of Oxford2016–2019
· Postdoctoral Researcher, Stanford University2014–2015
· PhD in Electrical and Computer Engineering, Purdue University2008–2014
· Research Assistant, Purdue University2008–2014
· Bachelor of Engineering (BE) in Electronics & Communication, Anna University, India2004–2008
· Senior Researcher, Oxford

Publications (15)

Learning Disentangled Representations with Semi-Supervised Deep Generative Models
Neural Information Processing Systems · 2017
374
cited
Gradient Matching for Domain Generalization
International Conference on Learning Representations · 2021
344
cited
Variational Mixture-of-Experts Autoencoders for Multi-Modal Deep Generative Models
Neural Information Processing Systems · 2019
327
cited
Recognize Human Activities from Partially Observed Videos
2013 IEEE Conference on Computer Vision and Pattern Recognition · 2013
200
cited
Video In Sentences Out
Conference on Uncertainty in Artificial Intelligence · 2012
158
cited
Faithful Inversion of Generative Models for Effective Amortized Inference
Neural Information Processing Systems · 2017
52
cited
Seeing What You're Told: Sentence-Guided Activity Recognition in Video
2014 IEEE Conference on Computer Vision and Pattern Recognition · 2013
41
cited
Simultaneous Object Detection, Tracking, and Event Recognition
arXiv.org · 2012
27
cited
Learning physically-instantiated game play through visual observation
IEEE International Conference on Robotics and Automation · 2010
25
cited
Saying What You're Looking For: Linguistics Meets Video Search
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013
23
cited
Seeing is Worse than Believing: Reading People's Minds Better than Computer-Vision Methods Recognize Actions
European Conference on Computer Vision · 2014
13
cited
Large-Scale Automatic Labeling of Video Events with Verbs Based on Event-Participant Interaction
arXiv.org · 2012
11
cited
A visual language model for estimating object pose and structure in a generative visual domain
IEEE International Conference on Robotics and Automation · 2011
8
cited
Seeing Unseeability to See the Unseeable
arXiv.org · 2012
2
cited
Compositionality in vision and language
2014
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Siddharth Narayanaswamy | Researcher Profile | Sotabase | Sotabase