Fei-Fei Li

Learning Task-Oriented Grasping for Tool Manipulation from Simulated Self-Supervision

Kuan Fang, Yuke Zhu, Animesh Garg, Andrey Kurenkov, Viraj Mehta, Li Fei-Fei, Silvio Savarese

Comments RSS 2018

Thoracic Disease Identification and Localization with Limited Supervision

Zhe Li, Chong Wang, Mei Han, Yuan Xue, Wei Wei, Li-Jia Li, Li Fei-Fei

Comments Conference on Computer Vision and Pattern Recognition 2018 (CVPR 2018). V1: CVPR submission; V2: +supplementary; V3: CVPR camera-ready; V4: correction, update reference baseline results according to their latest post; V5: minor correction; V6: Identification results using NIH data splits and various image models

Towards Vision-Based Smart Hospitals: A System for Tracking and Monitoring Hand Hygiene Compliance

Albert Haque, Michelle Guo, Alexandre Alahi, Serena Yeung, Zelun Luo, Alisha Rege, Jeffrey Jopling, Lance Downing, William Beninati, Amit Singh, Terry Platchek, Arnold Milstein, Li Fei-Fei

Comments Machine Learning for Healthcare Conference (MLHC)

Journal ref PMLR 68:75-87, 2017

Image Generation from Scene Graphs

Justin Johnson, Agrim Gupta, Li Fei-Fei

Comments To appear at CVPR 2018

DDRprog: A CLEVR Differentiable Dynamic Reasoning Programmer

Joseph Suarez, Justin Johnson, Fei-Fei Li

Iterative Visual Reasoning Beyond Convolutions

Xinlei Chen, Li-Jia Li, Li Fei-Fei, Abhinav Gupta

Comments CVPR 2018

Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks

Agrim Gupta, Justin Johnson, Li Fei-Fei, Silvio Savarese, Alexandre Alahi

Referring Relationships

Ranjay Krishna, Ines Chami, Michael Bernstein, Li Fei-Fei

Comments CVPR 2018, 19 pages, 12 figures, includes supplementary material

Neural Task Programming: Learning to Generalize Across Hierarchical Tasks

Danfei Xu, Suraj Nair, Yuke Zhu, Julian Gao, Animesh Garg, Li Fei-Fei, Silvio Savarese

Comments ICRA 2018

Emergence of Structured Behaviors from Curiosity-Based Intrinsic Motivation

Nick Haber, Damian Mrowca, Li Fei-Fei, Daniel L. K. Yamins

Comments 6 pages, 5 figures

Label Efficient Learning of Transferable Representations across Domains and Tasks

Zelun Luo, Yuliang Zou, Judy Hoffman, Li Fei-Fei

Comments NIPS 2017

ADAPT: Zero-Shot Adaptive Policy Transfer for Stochastic Dynamical Systems

James Harrison, Animesh Garg, Boris Ivanovic, Yuke Zhu, Silvio Savarese, Li Fei-Fei, Marco Pavone

Comments International Symposium on Robotics Research (ISRR), 2017

Scalable Annotation of Fine-Grained Categories Without Experts

Timnit Gebru, Jonathan Krause, Jia Deng, Li Fei-Fei

Comments CHI 2017

Fine-Grained Car Detection for Visual Census Estimation

Timnit Gebru, Jonathan Krause, Yilun Wang, Duyun Chen, Jia Deng, Li Fei-Fei

Comments AAAI 2016

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

Timnit Gebru, Judy Hoffman, Li Fei-Fei

Comments ICCV 2017

Visual Semantic Planning using Deep Successor Representations

Yuke Zhu, Daniel Gordon, Eric Kolve, Dieter Fox, Li Fei-Fei, Abhinav Gupta, Roozbeh Mottaghi, Ali Farhadi

Comments ICCV 2017 camera ready

Tackling Over-pruning in Variational Autoencoders

Serena Yeung, Anitha Kannan, Yann Dauphin, Li Fei-Fei

Learning to Learn from Noisy Web Videos

Serena Yeung, Vignesh Ramanathan, Olga Russakovsky, Liyue Shen, Greg Mori, Li Fei-Fei

Comments To appear in CVPR 2017

Every Moment Counts: Dense Detailed Labeling of Actions in Complex Videos

Serena Yeung, Olga Russakovsky, Ning Jin, Mykhaylo Andriluka, Greg Mori, Li Fei-Fei

Comments To appear in IJCV

Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos

De-An Huang, Joseph J. Lim, Li Fei-Fei, Juan Carlos Niebles

Comments CVPR 2017

Inferring and Executing Programs for Visual Reasoning

Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Judy Hoffman, Li Fei-Fei, C. Lawrence Zitnick, Ross Girshick

Characterizing and Improving Stability in Neural Style Transfer

Agrim Gupta, Justin Johnson, Alexandre Alahi, Li Fei-Fei

Dense-Captioning Events in Videos

Ranjay Krishna, Kenji Hata, Frederic Ren, Li Fei-Fei, Juan Carlos Niebles

Comments 16 pages, 16 figures

Scene Graph Generation by Iterative Message Passing

Danfei Xu, Yuke Zhu, Christopher B. Choy, Li Fei-Fei

Comments CVPR 2017

Unsupervised Learning of Long-Term Motion Dynamics for Videos

Zelun Luo, Boya Peng, De-An Huang, Alexandre Alahi, Li Fei-Fei

Comments CVPR 2017

A Hierarchical Approach for Generating Descriptive Image Paragraphs

Jonathan Krause, Justin Johnson, Ranjay Krishna, Li Fei-Fei

Comments CVPR 2017 spotlight

End-to-end Learning of Action Detection from Frame Glimpses in Videos

Serena Yeung, Olga Russakovsky, Greg Mori, Li Fei-Fei

Comments Update to version in CVPR 2016 proceedings

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

Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Li Fei-Fei, C. Lawrence Zitnick, Ross Girshick

Recurrent Attention Models for Depth-Based Person Identification

Albert Haque, Alexandre Alahi, Li Fei-Fei

Comments Computer Vision and Pattern Recognition (CVPR) 2016

Crowdsourcing in Computer Vision

Adriana Kovashka, Olga Russakovsky, Li Fei-Fei, Kristen Grauman

Comments A 69-page meta review of the field, Foundations and Trends in Computer Graphics and Vision, 2016