List of works - Fei-Fei Li

A Bayesian Hierarchical Model for Learning Natural Scene Categories

article

A computer vision system for deep learning-based detection of patient mobilization activities in the ICU

scientific article published on 01 March 2019

AI will change the world, so it's time to change AI

scientific article published on 01 December 2020

Assessing the accuracy of automatic speech recognition for psychotherapy

scientific article published on 03 June 2020

Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation

scientific article published in 2019

Automatic detection of hand hygiene using computer vision technology

scientific article published on 26 July 2020

Basic level category structure emerges gradually across human ventral visual cortex

scientific article

Bedside Computer Vision - Moving Artificial Intelligence from Driver Assistance to Patient Safety

scientific article published on 01 April 2018

Binding is a local problem for natural objects and scenes

scientific article published on 14 July 2005

Building a Large-scale Multimodal Knowledge Base System for Answering Visual Queries ⬇️

scientific article published on 9 November 2015

CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

Categorization influences detection: A perceptual advantage for representative exemplars of natural scene categories.

scientific article

Connectionist Temporal Modeling for Weakly Supervised Action Labeling

Dense-Captioning Events in Videos

Differential connectivity within the Parahippocampal Place Area

scientific article published on 16 March 2013

Distinct contributions of functional and deep neural network features to representational similarity of scenes in human brain and behavior

Distinct contributions of functional and deep neural network features to representational similarity of scenes in human brain and behavior.

scientific article published on 7 March 2018

Engineering Escherichia coli for production of 4-hydroxymandelic acid using glucose-xylose mixture

scientific article

Ethical issues in using ambient intelligence in health-care settings

scientific article published on 21 December 2020

Evidence for similar patterns of neural activity elicited by picture- and word-based representations of natural scenes.

scientific article published on 22 March 2017

Fei-Fei Li: How we're teaching computers to understand pictures

TED2015

Fine-grained Recognition in the Wild: A Multi-Task Domain Adaptation Approach ⬇️

Good exemplars of natural scene categories elicit clearer patterns than bad exemplars but not greater BOLD activity

scientific article

Human-Object Interactions Are More than the Sum of Their Parts.

scientific article published on 12 April 2016

Illuminating the dark spaces of healthcare with ambient intelligence

scientific article published on 09 September 2020

ImageNet

image dataset

ImageNet Large Scale Visual Recognition Challenge ⬇️

scientific article published on 30 January 2015

ImageNet: A large-scale hierarchical image database

scientific article from CVPR 2009

Large-Scale Video Classification with Convolutional Neural Networks

scientific article published in June 2014

Learning Features and Parts for Fine-Grained Recognition

Leveraging the Wisdom of the Crowd for Fine-Grained Recognition

scientific article published on April 2016

Metadata Normalization

scientific article published on 01 June 2021

Modeling Temporal Structure of Decomposable Motion Segments for Activity Classification

article

Natural scene categories revealed in distributed patterns of activity in the human brain.

scientific article published on August 2009

Neural mechanisms of rapid natural scene categorization in human visual cortex

scientific article

On the Opportunities and Risks of Foundation Models ⬇️

scientific article

One-shot learning of object categories

scientific article

Parcellating connectivity in spatial maps

scientific article

Peeking Into the Future: Predicting Future Person Activities and Locations in Videos

scientific article published on 10 January 2020

Peeking Into the Future: Predicting Future Person Activities and Locations in Videos

scientific article published on 10 April 2020

Pinpointing the peripheral bias in neural scene-processing networks during natural viewing.

scientific article published on January 2016

Recognizing Human-Object Interactions in Still Images by Modeling the Mutual Context of Objects and Human Poses ⬇️

scientific article published on September 1, 2012

Representation Learning with Statistical Independence to Mitigate Bias

scientific article published on 01 January 2021

Simple line drawings suffice for functional MRI decoding of natural scene categories

scientific article

Social LSTM: Human Trajectory Prediction in Crowded Spaces

Targeted optimization of central carbon metabolism for engineering succinate production in Escherichia coli

scientific article

Task-set switching with natural scenes: measuring the cost of deploying top-down attention

scientific article published on 28 August 2007

Temporal Modular Networks for Retrieving Complex Compositional Activities in Videos

article

The Worlds I See

2023 book by Fei-Fei Li

Towards fairer datasets: filtering and balancing the distribution of the people subtree in the ImageNet hierarchy

Two Distinct Scene-Processing Networks Connecting Vision and Memory

scientific article published on September 2016

Typicality sharpens category representations in object-selective cortex

scientific article published on 12 April 2016

Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos

Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States.

scientific article published on 28 November 2017

Vision-based Estimation of MDS-UPDRS Gait Scores for Assessing Parkinson's Disease Motor Severity

scientific article published on 29 September 2020

Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations ⬇️

scientific article (publication date: 23 February 2016)

Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations

International Journal of Computer Vision article

Visual categorization is automatic and obligatory: evidence from Stroop-like paradigm

scientific article published on 16 January 2014

Visual scenes are categorized by function

scientific article (publication date: 2016)

Voxel-level functional connectivity using spatial regularization

scientific article published on 28 July 2012

What do we perceive in a glance of a real-world scene?

scientific article published on 31 January 2007

What you see is what you expect: rapid scene understanding benefits from prior experience.

scientific article published on May 2015

List of works by Fei-Fei Li

A Bayesian Hierarchical Model for Learning Natural Scene Categories

A computer vision system for deep learning-based detection of patient mobilization activities in the ICU

AI will change the world, so it's time to change AI

Assessing the accuracy of automatic speech recognition for psychotherapy

Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation

Automatic detection of hand hygiene using computer vision technology

Basic level category structure emerges gradually across human ventral visual cortex

Bedside Computer Vision - Moving Artificial Intelligence from Driver Assistance to Patient Safety

Binding is a local problem for natural objects and scenes

Building a Large-scale Multimodal Knowledge Base System for Answering Visual Queries ⬇️

CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

Categorization influences detection: A perceptual advantage for representative exemplars of natural scene categories.

Connectionist Temporal Modeling for Weakly Supervised Action Labeling

Dense-Captioning Events in Videos

Differential connectivity within the Parahippocampal Place Area

Distinct contributions of functional and deep neural network features to representational similarity of scenes in human brain and behavior

Distinct contributions of functional and deep neural network features to representational similarity of scenes in human brain and behavior.

Engineering Escherichia coli for production of 4-hydroxymandelic acid using glucose-xylose mixture

Ethical issues in using ambient intelligence in health-care settings

Evidence for similar patterns of neural activity elicited by picture- and word-based representations of natural scenes.

Fei-Fei Li: How we're teaching computers to understand pictures

Fine-grained Recognition in the Wild: A Multi-Task Domain Adaptation Approach ⬇️

Good exemplars of natural scene categories elicit clearer patterns than bad exemplars but not greater BOLD activity

Human-Object Interactions Are More than the Sum of Their Parts.

Illuminating the dark spaces of healthcare with ambient intelligence

ImageNet

ImageNet Large Scale Visual Recognition Challenge ⬇️

ImageNet: A large-scale hierarchical image database

Large-Scale Video Classification with Convolutional Neural Networks

Learning Features and Parts for Fine-Grained Recognition

Leveraging the Wisdom of the Crowd for Fine-Grained Recognition

Metadata Normalization

Modeling Temporal Structure of Decomposable Motion Segments for Activity Classification

Natural scene categories revealed in distributed patterns of activity in the human brain.

Neural mechanisms of rapid natural scene categorization in human visual cortex

On the Opportunities and Risks of Foundation Models ⬇️

One-shot learning of object categories

Parcellating connectivity in spatial maps

Peeking Into the Future: Predicting Future Person Activities and Locations in Videos

Peeking Into the Future: Predicting Future Person Activities and Locations in Videos

Pinpointing the peripheral bias in neural scene-processing networks during natural viewing.

Recognizing Human-Object Interactions in Still Images by Modeling the Mutual Context of Objects and Human Poses ⬇️

Representation Learning with Statistical Independence to Mitigate Bias

Simple line drawings suffice for functional MRI decoding of natural scene categories

Social LSTM: Human Trajectory Prediction in Crowded Spaces

Targeted optimization of central carbon metabolism for engineering succinate production in Escherichia coli

Task-set switching with natural scenes: measuring the cost of deploying top-down attention

Temporal Modular Networks for Retrieving Complex Compositional Activities in Videos

The Worlds I See

Towards fairer datasets: filtering and balancing the distribution of the people subtree in the ImageNet hierarchy

Two Distinct Scene-Processing Networks Connecting Vision and Memory

Typicality sharpens category representations in object-selective cortex

Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos

Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States.

Vision-based Estimation of MDS-UPDRS Gait Scores for Assessing Parkinson's Disease Motor Severity

Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations ⬇️

Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations

Visual categorization is automatic and obligatory: evidence from Stroop-like paradigm

Visual scenes are categorized by function

Voxel-level functional connectivity using spatial regularization

What do we perceive in a glance of a real-world scene?

What you see is what you expect: rapid scene understanding benefits from prior experience.

Why does natural scene categorization require little attention? Exploring attentional requirements for natural and synthetic stimuli