Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
View-Invariant, Occlusion-Robust Probabilistic Embedding for Human Pose

Oct 23, 2020
Ting Liu, Jennifer J. Sun, Long Zhao, Jiaping Zhao, Liangzhe Yuan, Yuxiao Wang, Liang-Chieh Chen, Florian Schroff, Hartwig Adam

* Code is available at https://github.com/google-research/google-research/tree/master/poem . Video synchronization results are available at https://drive.google.com/corp/drive/folders/1nhPuEcX4Lhe6iK3nv84cvSCov2eJ52Xy. arXiv admin note: text overlap with arXiv:1912.01001 

  Access Paper or Ask Questions

Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation

May 22, 2020
Liang-Chieh Chen, Raphael Gontijo Lopes, Bowen Cheng, Maxwell D. Collins, Ekin D. Cubuk, Barret Zoph, Hartwig Adam, Jonathon Shlens

* 21 pages including reference 

  Access Paper or Ask Questions

Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset

Apr 26, 2020
Menglin Jia, Mengyun Shi, Mikhail Sirotenko, Yin Cui, Claire Cardie, Bharath Hariharan, Hartwig Adam, Serge Belongie


  Access Paper or Ask Questions

Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation

Mar 17, 2020
Huiyu Wang, Yukun Zhu, Bradley Green, Hartwig Adam, Alan Yuille, Liang-Chieh Chen


  Access Paper or Ask Questions

EEV Dataset: Predicting Expressions Evoked by Diverse Videos

Jan 15, 2020
Jennifer J. Sun, Ting Liu, Alan S. Cowen, Florian Schroff, Hartwig Adam, Gautam Prasad


  Access Paper or Ask Questions

Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation

Dec 06, 2019
Bowen Cheng, Maxwell D. Collins, Yukun Zhu, Ting Liu, Thomas S. Huang, Hartwig Adam, Liang-Chieh Chen

* 16-page detailed technical report of arXiv:1910.04751 

  Access Paper or Ask Questions

View-Invariant Probabilistic Embedding for Human Pose

Dec 02, 2019
Jennifer J. Sun, Jiaping Zhao, Liang-Chieh Chen, Florian Schroff, Hartwig Adam, Ting Liu


  Access Paper or Ask Questions

Panoptic-DeepLab

Oct 24, 2019
Bowen Cheng, Maxwell D. Collins, Yukun Zhu, Ting Liu, Thomas S. Huang, Hartwig Adam, Liang-Chieh Chen

* This work is presented at ICCV 2019 Joint COCO and Mapillary Recognition Challenge Workshop 

  Access Paper or Ask Questions

The iMaterialist Fashion Attribute Dataset

Jun 14, 2019
Sheng Guo, Weilin Huang, Xiao Zhang, Prasanna Srikhanta, Yin Cui, Yuan Li, Matthew R. Scott, Hartwig Adam, Serge Belongie


  Access Paper or Ask Questions

Geo-Aware Networks for Fine Grained Recognition

Jun 04, 2019
Grace Chu, Brian Potetz, Weijun Wang, Andrew Howard, Yang Song, Fernando Brucher, Thomas Leung, Hartwig Adam


  Access Paper or Ask Questions

Searching for MobileNetV3

May 14, 2019
Andrew Howard, Mark Sandler, Grace Chu, Liang-Chieh Chen, Bo Chen, Mingxing Tan, Weijun Wang, Yukun Zhu, Ruoming Pang, Vijay Vasudevan, Quoc V. Le, Hartwig Adam


  Access Paper or Ask Questions

FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation

Apr 08, 2019
Paul Voigtlaender, Yuning Chai, Florian Schroff, Hartwig Adam, Bastian Leibe, Liang-Chieh Chen

* IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2019 
* CVPR 2019 camera-ready version 

  Access Paper or Ask Questions

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

Jan 10, 2019
Chenxi Liu, Liang-Chieh Chen, Florian Schroff, Hartwig Adam, Wei Hua, Alan Yuille, Li Fei-Fei


  Access Paper or Ask Questions

NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications

Sep 28, 2018
Tien-Ju Yang, Andrew Howard, Bo Chen, Xiao Zhang, Alec Go, Mark Sandler, Vivienne Sze, Hartwig Adam

* Accepted by ECCV 2018 

  Access Paper or Ask Questions

Searching for Efficient Multi-Scale Architectures for Dense Image Prediction

Sep 11, 2018
Liang-Chieh Chen, Maxwell D. Collins, Yukun Zhu, George Papandreou, Barret Zoph, Florian Schroff, Hartwig Adam, Jonathon Shlens

* Accepted by NIPS 2018 

  Access Paper or Ask Questions

Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

Aug 22, 2018
Liang-Chieh Chen, Yukun Zhu, George Papandreou, Florian Schroff, Hartwig Adam

* ECCV 2018 camera ready 

  Access Paper or Ask Questions

InclusiveFaceNet: Improving Face Attribute Detection with Race and Gender Diversity

Jul 17, 2018
Hee Jung Ryu, Hartwig Adam, Margaret Mitchell

* Presented as a talk at the 2018 Workshop on Fairness, Accountability, and Transparency in Machine Learning (FAT/ML 2018) 

  Access Paper or Ask Questions

The iNaturalist Species Classification and Detection Dataset

Apr 10, 2018
Grant Van Horn, Oisin Mac Aodha, Yang Song, Yin Cui, Chen Sun, Alex Shepard, Hartwig Adam, Pietro Perona, Serge Belongie

* CVPR 2018 

  Access Paper or Ask Questions

Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference

Dec 15, 2017
Benoit Jacob, Skirmantas Kligys, Bo Chen, Menglong Zhu, Matthew Tang, Andrew Howard, Hartwig Adam, Dmitry Kalenichenko

* 14 pages, 12 figures 

  Access Paper or Ask Questions

MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features

Dec 13, 2017
Liang-Chieh Chen, Alexander Hermans, George Papandreou, Florian Schroff, Peng Wang, Hartwig Adam

* 10 pages including reference 

  Access Paper or Ask Questions

Rethinking Atrous Convolution for Semantic Image Segmentation

Dec 05, 2017
Liang-Chieh Chen, George Papandreou, Florian Schroff, Hartwig Adam

* Add more experimental results 

  Access Paper or Ask Questions

Learning Unified Embedding for Apparel Recognition

Aug 15, 2017
Yang Song, Yuan Li, Bo Wu, Chao-Yeh Chen, Xiao Zhang, Hartwig Adam

* 8 pages 

  Access Paper or Ask Questions