Li-Jia Li

Research interests

Publications

• Foundation metrics for evaluating effectiveness of healthcare conversations powered by generative AI

  npj Digital Medicine · 2024 · 10.1038/s41746-024-01074-z

• Eidetic 3D LSTM: A Model for Video Prediction and Beyond

  International Conference on Learning Representations · 2019

• Composing Text and Image for Image Retrieval - an Empirical Odyssey

  · 2019 · 10.1109/cvpr.2019.00660

• AMC: AutoML for Model Compression and Acceleration on Mobile Devices

  arXiv (Cornell University) · 2018 · 10.48550/arxiv.1802.03494

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

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

• Iterative Visual Reasoning Beyond Convolutions

  · 2018 · 10.1109/cvpr.2018.00756

• Progressive Neural Architecture Search

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

• Attention-based Graph Neural Network for Semi-supervised Learning

  arXiv (Cornell University) · 2018 · 10.48550/arxiv.1803.03735

• MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels

  International Conference on Machine Learning · 2018

• Thoracic Disease Identification and Localization with Limited Supervision

  · 2018 · 10.1109/cvpr.2018.00865

• AMC: AutoML for Model Compression and Acceleration on Mobile Devices

  Lecture notes in computer science · 2018 · 10.1007/978-3-030-01234-2_48

• 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

• Learning from Noisy Labels with Distillation

  · 2017 · 10.1109/iccv.2017.211

• MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels

  arXiv (Cornell University) · 2017 · 10.48550/arxiv.1712.05055

• Deep Reinforcement Learning-Based Image Captioning with Embedding Reward

  · 2017 · 10.1109/cvpr.2017.128

• YFCC100M

  Communications of the ACM · 2016 · https://doi.org/10.1145/2812802

• Image retrieval using scene graphs

  Journal · 2015 · https://doi.org/10.1109/cvpr.2015.7298990

• Multi-view Face Detection Using Deep Convolutional Neural Networks

  · 2015 · 10.1145/2671188.2749408

• The New Data and New Challenges in Multimedia Research.

  arXiv (Cornell University) · 2015

• Best of both worlds: Human-machine collaboration for object annotation

  · 2015 · 10.1109/cvpr.2015.7298824

• 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

• Towards total scene understanding: Classification, annotation and segmentation in an automatic framework

  2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 10.1109/cvpr.2009.5206718

• ImageNet: A large-scale hierarchical image database

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

• What, where and who? Classifying events by scene and object recognition

  · 2007 · 10.1109/iccv.2007.4408872

Current projects

No projects listed.