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List of works by Antonio Torralba

3D-Aware Scene Manipulation via Inverse Graphics ⬇️

80 million tiny images: a large data set for nonparametric object and scene recognition

scientific article

A Tree-Based Context Model for Object Recognition ⬇️

scientific article published on February 1, 2012

Accidental Pinhole and Pinspeck Cameras

article

Basic level scene understanding: categories, attributes and structures

scientific article published on 29 August 2013

Building the gist of a scene: the role of global image features in recognition

scientific article published on January 2006

Comparing the Interpretability of Deep Networks via Network Dissection

scientific article published in 2019

Comparison of deep neural networks to spatio-temporal cortical dynamics of human visual object recognition reveals hierarchical correspondence

scientific article (publication date: 2016)

Contextual Models for Object Detection Using Boosted Random Fields ⬇️

scientific article published in January 2005

Contextual guidance of eye movements and attention in real-world scenes: the role of global features in object search

scientific article published in October 2006

Cross-Modal Scene Networks

scientific article published on 18 September 2017

Dataset Distillation ⬇️

scientific article published on 24 February 2020

Describing Visual Scenes using Transformed Dirichlet Processes ⬇️

scientific article published in January 2006

Fixations on low-resolution images ⬇️

scientific article published on April 25, 2011

Generating Videos with Scene Dynamics ⬇️

scientific article published in January 2016

Incidents1M: a Large-Scale Dataset of Images With Natural Disasters, Damage, and Incidents

scientific article published in 2022

Interpreting Deep Visual Representations via Network Dissection

scientific article published on 23 July 2018

Intrinsic and extrinsic effects on image memorability

scientific article published on 19 March 2015

Learning Deep Features for Scene Recognition using Places Database ⬇️

scientific article published in January 2014

Learning human–environment interactions using conformal tactile textiles

scientific article published in March 2021

Learning the signatures of the human grasp using a scalable tactile glove

scientific article published on 29 May 2019

Learning to Learn with Compound HD Models ⬇️

scientific article published in January 2011

Learning visual biases from human imagination ⬇️

Learning with hierarchical-deep models

scientific article published in August 2013

Localizing 3D cuboids in single-view images ⬇️

scientific article published in January 2012

Memorability of Image Regions ⬇️

scientific article published in January 2012

Modeling Search for People in 900 Scenes: A combined source model of eye guidance

scientific article

Network Dissection: Quantifying Interpretability of Deep Visual Representations

scientific article published in July 2017

Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding ⬇️

Nonparametric Bayesian Texture Learning and Synthesis ⬇️

Nonparametric Scene Parsing via Label Transfer ⬇️

scientific article published on June 30, 2011

Object Recognition by Scene Alignment ⬇️

scientific article published in January 2008

Places: A 10 million Image Database for Scene Recognition.

scientific article

Recipe1M+: A Dataset for Learning Cross-Modal Embeddings for Cooking Recipes and Food Images

scientific article published on 09 July 2019

SIFT flow: dense correspondence across scenes and its applications

scientific article published in May 2011

Semi-Supervised Learning in Gigantic Image Collections ⬇️

scientific article published in January 2009

Shape Recipes: Scene Representations that Refer to the Image ⬇️

scientific article published in January 2003

Sharing visual features for multiclass and multiview object detection

scientific article published on May 2007

Skip-Thought Vectors ⬇️

scientific article (publication date: 22 June 2015)

SoundNet: Learning Sound Representations from Unlabeled Video ⬇️

scientific article published in January 2016

Spectral Hashing ⬇️

paper in Advances in Neural Information Processing Systems 21 (NIPS 2008)

Statistics of natural image categories

scientific article published in August 2003

The role of context in object recognition

scientific article

Transfer Learning by Borrowing Examples for Multiclass Object Detection ⬇️

scientific article published in January 2011

Understanding the Intrinsic Memorability of Images ⬇️

scientific article published in January 2011

Understanding the role of individual units in a deep neural network

scientific article published on 01 September 2020

Using AI and Social Media Multimodal Content for Disaster Response and Management: Opportunities, Challenges, and Future Directions

scientific article published in 2020

Using the Forest to See the Trees: A Graphical Model Relating Features, Objects, and Scenes ⬇️

scientific article published in January 2004

Visual Object Networks: Image Generation with Disentangled 3D Representations ⬇️

What Do Different Evaluation Metrics Tell Us About Saliency Models?

scientific article published on 13 March 2018

What Makes a Photograph Memorable?

scientific article published in July 2014

Where are they looking? ⬇️

article by Adria Recasens et al published 2015 in Advances in Neural Information Processing Systems 28

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