World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
49
Citations
62991
World Ranking
5728
National Ranking
2600

Overview

Hartwig Adam is affiliated with Google in the United States and has a substantial body of work in the field of Computer Science, with a particular focus on Computer Vision and Pattern Recognition. Their publications encompass a range of topics related to advanced neural network applications and multimodal machine learning applications.

Their recent papers include:

  • Sixteen facial expressions occur in similar contexts worldwide, 2020, Nature
  • CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation, 2020, arXiv (Cornell University)
  • Computational Media Intelligence: Human-Centered Machine Analysis of Media, 2021, Proceedings of the IEEE
  • DeepLab2: A TensorFlow Library for Deep Labeling, 2021, arXiv (Cornell University)

Frequent co-authors with whom Hartwig Adam has collaborated include:

  • Liang-Chieh Chen
  • Florian Schroff
  • Liangzhe Yuan
  • Ming-Hsuan Yang
  • Boqing Gong

Hartwig Adam's work has been published predominantly in the following venues:

  • arXiv (Cornell University)
  • 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • Nature
  • Proceedings of the IEEE
  • Frontiers in Psychology

The main research field covered by their publications is Computer Science, with a large proportion in the subfield of Computer Vision and Pattern Recognition. Other subfields include Artificial Intelligence, Signal Processing, Experimental and Cognitive Psychology, and Cognitive Neuroscience.

Key research topics explored by Hartwig Adam include:

  • Advanced Neural Network Applications
  • Multimodal Machine Learning Applications
  • Advanced Image and Video Retrieval Techniques
  • Domain Adaptation and Few-Shot Learning
  • Human Pose and Action Recognition
  • Video Surveillance and Tracking Methods
  • Visual Attention and Saliency Detection

Best Publications

  • Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

    Liang-Chieh Chen;Yukun Zhu;George Papandreou;Florian Schroff

  • MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

    Andrew G. Howard;Menglong Zhu;Bo Chen;Dmitry Kalenichenko

  • Rethinking Atrous Convolution for Semantic Image Segmentation

    Liang-Chieh Chen;George Papandreou;Florian Schroff;Hartwig Adam

  • Searching for MobileNetV3

    Andrew Howard;Ruoming Pang;Hartwig Adam;Quoc Le

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

    Benoit Jacob;Skirmantas Kligys;Bo Chen;Menglong Zhu

  • The iNaturalist Species Classification and Detection Dataset

    Grant Van Horn;Oisin Mac Aodha;Yang Song;Yin Cui

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

    Chenxi Liu;Liang-Chieh Chen;Florian Schroff;Hartwig Adam

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

    Huiyu Wang;Yukun Zhu;Bradley Green;Hartwig Adam

  • Searching for MobileNetV3.

    Andrew Howard;Mark Sandler;Grace Chu;Liang-Chieh Chen

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

    Bowen Cheng;Maxwell D. Collins;Yukun Zhu;Ting Liu

  • NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications

    Tien-Ju Yang;Andrew G. Howard;Bo Chen;Xiao Zhang

  • MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers

    Huiyu Wang;Yukun Zhu;Hartwig Adam;Alan Yuille

  • Large-Scale Object Classification Using Label Relation Graphs

    Jia Deng;Jia Deng;Nan Ding;Yangqing Jia;Andrea Frome

  • Tour the world: Building a web-scale landmark recognition engine

    Yan-Tao Zheng;Ming Zhao;Yang Song;Hartwig Adam

  • FEELVOS: Fast End-To-End Embedding Learning for Video Object Segmentation

    Paul Voigtlaender;Yuning Chai;Florian Schroff;Hartwig Adam

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

    Liang-Chieh Chen;Alexander Hermans;George Papandreou;Florian Schroff

  • SISTEMA Y PROCEDIMIENTO MULTIBIOMETRICOS BASADOS EN UNA UNICA IMAGEN.

    Neven Hartmut;Hartwig Adam

  • Searching for Efficient Multi-Scale Architectures for Dense Image Prediction

    Liang-Chieh Chen;Maxwell D. Collins;Yukun Zhu;George Papandreou

  • Large-scale privacy protection in Google Street View

    Andrea Frome;German Cheung;Ahmad Abdulkader;Marco Zennaro

  • Facial recognition with social network aiding

    David Petrou;Andrew Rabinovich;Hartwig Adam

Frequent Co-Authors

Hartmut Neven
Hartmut Neven Google (United States)
Bo Chen
Bo Chen Xidian University
Serge Belongie
Serge Belongie University of Copenhagen
Jonathon Shlens
Jonathon Shlens Google (United States)
Barret Zoph
Barret Zoph Google (United States)
Alan L. Yuille
Alan L. Yuille Johns Hopkins University
Mark Sandler
Mark Sandler Google (United States)
Ekin D. Cubuk
Ekin D. Cubuk Google (United States)
Pietro Perona
Pietro Perona California Institute of Technology

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

Exploring computer science in the USA opens doors to a variety of related online degrees and career tracks. Many students find that pairing a core computer science background with a specialization boosts both employability and salary prospects. Popular allied fields include cybersecurity, construction management, criminal justice, and accounting, each of which offers flexible online study options.

For example, a cyber security online degree is ideal for those interested in safeguarding technology and data, a rapidly growing domain in both public and private sectors. If you're more attracted to project coordination and infrastructure, pursuing an online construction management masters equips students for leadership roles in the construction industry.

Students seeking options beyond traditional IT may consider a cheap criminal justice degree to pursue roles in law enforcement or digital forensics. For those with analytical and organizational skills, an accounting degree online integrates well with computer science for financial data management roles.

These online degrees provide flexible pathways for students eager to adapt their learning to fit individual career goals, strengthening both technical and professional skills.

Best Scientists Citing Hartwig Adam

Trending Scientists