Li Fei-Fei

Research interests

Publications

• On the Opportunities and Risks of Foundation Models

  arXiv (Cornell University) · 2021 · https://doi.org/10.48550/arxiv.2108.07258

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

  Journal · 2019 · https://doi.org/10.1109/cvpr.2019.00017

• Object Bank: A High-Level Image Representation for Scene Classification & Semantic Feature Sparsification

  Figshare · 2018 · https://doi.org/10.1184/r1/6475985.v1

• Progressive Neural Architecture Search

  Lecture notes in computer science · 2018 · https://doi.org/10.1007/978-3-030-01246-5_2

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

  Journal · 2017 · https://doi.org/10.1109/cvpr.2017.215

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

  International Journal of Computer Vision · 2017 · https://doi.org/10.1007/s11263-016-0981-7

• DeepLog

  Journal · 2017 · 10.1145/3133956.3134015

• Target-driven visual navigation in indoor scenes using deep reinforcement learning

  Journal · 2017 · 10.1109/icra.2017.7989381

• Scene Graph Generation by Iterative Message Passing

  Journal · 2017 · 10.1109/cvpr.2017.330

• Social LSTM: Human Trajectory Prediction in Crowded Spaces

  Journal · 2016 · 10.1109/cvpr.2016.110

• Perceptual Losses for Real-Time Style Transfer and Super-Resolution

  Lecture notes in computer science · 2016 · https://doi.org/10.1007/978-3-319-46475-6_43

• ImageNet Large Scale Visual Recognition Challenge

  International Journal of Computer Vision · 2015 · https://doi.org/10.1007/s11263-015-0816-y

• Deep visual-semantic alignments for generating image descriptions

  Journal · 2015 · 10.1109/cvpr.2015.7298932

• Large-scale Video Classification with Convolutional Neural Networks

  Journal · 2014

• Large-Scale Video Classification with Convolutional Neural Networks

  Journal · 2014 · https://doi.org/10.1109/cvpr.2014.223

• 3D Object Representations for Fine-Grained Categorization

  Journal · 2013 · 10.1109/iccvw.2013.77

• ImageNet: A large-scale hierarchical image database

  2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · https://doi.org/10.1109/cvpr.2009.5206848

• Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words

  International Journal of Computer Vision · 2008 · 10.1007/s11263-007-0122-4

• Learning generative visual models from few training examples: An incremental Bayesian approach tested on 101 object categories

  Computer Vision and Image Understanding · 2007 · 10.1016/j.cviu.2005.09.012

• One-shot learning of object categories

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · 10.1109/tpami.2006.79

• Learning Generative Visual Models from Few Training Examples: An Incremental Bayesian Approach Tested on 101 Object Categories

  Journal · 2005 · 10.1109/cvpr.2004.383

• A Bayesian Hierarchical Model for Learning Natural Scene Categories

  Journal · 2005 · 10.1109/cvpr.2005.16

Current projects

No projects listed.