Search Machine Learning Repository:
All publications by Antonio Torralba
authors venues years



Skip-Thought Vectors
Ryan Kiros, Yukun Zhu, Ruslan R. Salakhutdinov, Richard Zemel, Raquel Urtasun, Antonio Torralba and Sanja Fidler
Advances in Neural Information Processing Systems 28, 2015


Where are they looking?
Adria Recasens, Aditya Khosla, Carl Vondrick and Antonio Torralba
Advances in Neural Information Processing Systems 28, 2015


Learning visual biases from human imagination
Carl Vondrick, Hamed Pirsiavash, Aude Oliva and Antonio Torralba
Advances in Neural Information Processing Systems 28, 2015


Learning Deep Features for Scene Recognition using Places Database
Bolei Zhou, Agata Lapedriza, Jianxiong Xiao, Antonio Torralba and Aude Oliva
Advances in Neural Information Processing Systems 27, 2014


Localizing 3D cuboids in single-view images
Jianxiong Xiao, Bryan Russell and Antonio Torralba
Advances in Neural Information Processing Systems 25, 2012


Memorability of Image Regions
Aditya Khosla, Jianxiong Xiao, Antonio Torralba and Aude Oliva
Advances in Neural Information Processing Systems 25, 2012


Understanding the Intrinsic Memorability of Images
Phillip Isola, Devi Parikh, Antonio Torralba and Aude Oliva
Advances in Neural Information Processing Systems 24, 2011


Learning to Learn with Compound HD Models
Antonio Torralba, Joshua B. Tenenbaum and Ruslan Salakhutdinov
Advances in Neural Information Processing Systems 24, 2011


Transfer Learning by Borrowing Examples for Multiclass Object Detection
Joseph J. Lim, Ruslan Salakhutdinov and Antonio Torralba
Advances in Neural Information Processing Systems 24, 2011


Semi-Supervised Learning in Gigantic Image Collections
Rob Fergus, Yair Weiss and Antonio Torralba
Advances in Neural Information Processing Systems 22, 2009


Nonparametric Bayesian Texture Learning and Synthesis
Long Zhu, Yuanahao Chen, Bill Freeman and Antonio Torralba
Advances in Neural Information Processing Systems 22, 2009


Unsupervised Detection of Regions of Interest Using Iterative Link Analysis
Gunhee Kim and Antonio Torralba
Advances in Neural Information Processing Systems 22, 2009


Spectral Hashing
Yair Weiss, Antonio Torralba and Rob Fergus
Advances in Neural Information Processing Systems 21, 2008


Object Recognition by Scene Alignment
Bryan Russell, Antonio Torralba, Ce Liu, Rob Fergus and William T. Freeman
Advances in Neural Information Processing Systems 20, 2007


Describing Visual Scenes using Transformed Dirichlet Processes
Antonio Torralba, Alan S. Willsky, Erik B. Sudderth and William T. Freeman
Advances in Neural Information Processing Systems 18, 2005


Contextual Models for Object Detection Using Boosted Random Fields
Antonio Torralba, Kevin P. Murphy and William T. Freeman
Advances in Neural Information Processing Systems 17, 2004


Graphical Model For Recognizing Scenes and Objects
Antonio Torralba, William T. Freeman and Kevin P. Murphy
Advances in Neural Information Processing Systems 16, 2003


Shape Recipes: Scene Representations that Refer to the Image
William T. Freeman and Antonio Torralba
Advances in Neural Information Processing Systems 15, 2002