Sotabase

Career

· Professor of Electrical Engineering and Computer Science, Massachusetts Institute of Technology (MIT)2005–
· Ph.D. in Signal, Image, and Speech Processing, Institut National Polytechnique de Grenoble2000–
· Postdoctoral Training, Massachusetts Institute of Technology (MIT)2000–2005
· Degree in Telecommunications Engineering, Telecom BCN, Spain1994–

Publications (753)

Learning Deep Features for Discriminative Localization
Computer Vision and Pattern Recognition · 2015
10,258
cited
Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope
International Journal of Computer Vision · 2001
7,107
cited
Places: A 10 Million Image Database for Scene Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018
4,598
cited
LabelMe: A Database and Web-Based Tool for Image Annotation
International Journal of Computer Vision · 2008
4,361
cited
SUN database: Large-scale scene recognition from abbey to zoo
2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition · 2010
4,135
cited
Scene Parsing through ADE20K Dataset
Computer Vision and Pattern Recognition · 2017
3,607
cited
Learning Deep Features for Scene Recognition using Places Database
Neural Information Processing Systems · 2014
3,068
cited
Unbiased look at dataset bias
Computer Vision and Pattern Recognition · 2011
2,696
cited
Aligning Books and Movies: Towards Story-Like Visual Explanations by Watching Movies and Reading Books
IEEE International Conference on Computer Vision · 2015
2,689
cited
Skip-Thought Vectors
Neural Information Processing Systems · 2015
2,470
cited
Semantic Understanding of Scenes Through the ADE20K Dataset
International Journal of Computer Vision · 2016
2,191
cited
Learning to predict where humans look
IEEE International Conference on Computer Vision · 2009
2,149
cited
SIFT Flow: Dense Correspondence across Scenes and Its Applications
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2011
1,763
cited
Recognizing indoor scenes
2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009
1,738
cited
Contextual guidance of eye movements and attention in real-world scenes: the role of global features in object search.
Psychology Review · 2006
1,731
cited
Network Dissection: Quantifying Interpretability of Deep Visual Representations
Computer Vision and Pattern Recognition · 2017
1,678
cited
Building the gist of a scene: the role of global image features in recognition.
Progress in Brain Research · 2006
1,590
cited
Generating Videos with Scene Dynamics
Neural Information Processing Systems · 2016
1,552
cited
Ego4D: Around the World in 3,000 Hours of Egocentric Video
Computer Vision and Pattern Recognition · 2021
1,500
cited
Ieee Transactions on Pattern Analysis and Machine Intelligence 1 80 Million Tiny Images: a Large Dataset for Non-parametric Object and Scene Recognition
1,478
cited
Sotabase