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List of works by Antonio Torralba

3D Interpreter Networks for Viewer-Centered Wireframe Modeling

scholarly article published on 21 March 2018

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

Adaptive tactile interaction transfer via digitally embroidered smart gloves

scholarly 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

Causal Discovery in Physical Systems from Videos

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 Modulation of Target Saliency

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

Debiased Contrastive Learning

Describing Visual Scenes using Transformed Dirichlet Processes

scientific article published in January 2006

Ego4D: Around the World in 3,000 Hours of Egocentric Video

Fixations on low-resolution images

scientific article published on April 25, 2011

Generating Videos with Scene Dynamics

scientific article published in January 2016

How many pixels make an image?

scientific article published on January 2009

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

Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input

scholarly article

Learning Deep Features for Scene Recognition using Places Database

scientific article published in January 2014

Learning Sight from Sound: Ambient Sound Provides Supervision for Visual Learning

scholarly article

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 on August 1, 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

Modeling global scene factors in attention

scientific article published on 01 July 2003

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

Semantic Understanding of Scenes Through the ADE20K Dataset

scientific article published in 2018

Semantic photo manipulation with a generative image prior

scientific article published in 2019

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)

Specular reflections and the perception of shape

scientific article published on 23 September 2004

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

Unsupervised Detection of Regions of Interest Using Iterative Link Analysis

scientific article published in January 2009

Unsupervised Learning of Spoken Language with Visual Context

scientific article published in January 2016

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