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Computer Science

D-Index
37
Citations
12908
World Ranking
10458
National Ranking
4371

Overview

Saurabh Gupta is affiliated with the University of Illinois at Urbana-Champaign in the United States. Their research primarily lies at the intersection of computer science and medicine, with a significant focus on computer vision, artificial intelligence, and biomedical engineering.

Gupta's work includes contributions to various subfields such as:

  • Computer Vision and Pattern Recognition
  • Artificial Intelligence
  • Biomedical Engineering
  • Radiology, Nuclear Medicine and Imaging
  • Pulmonary and Respiratory Medicine

Their research covers key topics including:

  • Human Pose and Action Recognition
  • Multimodal Machine Learning Applications
  • Domain Adaptation and Few-Shot Learning
  • Context-Aware Activity Recognition Systems
  • Advanced Vision and Imaging
  • Sleep and Work-Related Fatigue
  • Infrared Thermography in Medicine

Notable recent publications by Saurabh Gupta include:

  • Deep learning based human activity recognition (HAR) using wearable sensor data, 2021, International Journal of Information Management Data Insights
  • Epicollect5: A Free, Fully Customizable Mobile-based Application for Data Collection in Clinical Research, 2020, Journal of Postgraduate Medicine Education and Research

Gupta frequently collaborates with other researchers, with common co-authors including Aditya Prakash, Matthew Chang, Pankaj Jain, Prateek Pratyasha, and Arjun Gupta. Their collaborative work contributes to diversifying the research perspectives and advancing studies in related fields.

Publications often appear in several notable venues, among which the most recurrent include:

  • arXiv (Cornell University)
  • Cureus
  • International Journal For Multidisciplinary Research
  • Medical & Biological Engineering & Computing
  • Gastrointestinal Endoscopy

The breadth of Saurabh Gupta's work spans from developing deep learning methods for human activity recognition using wearable sensors to enabling customizable mobile data collection tools suitable for clinical research contexts. This interdisciplinary approach reflects a blend of technical and applied research interests across computer science and medical domains.

Best Publications

  • Microsoft COCO Captions: Data Collection and Evaluation Server

    Xinlei Chen;Hao Fang;Tsung-Yi Lin;Ramakrishna Vedantam

  • Learning Rich Features from RGB-D Images for Object Detection and Segmentation

    Saurabh Gupta;Ross B. Girshick;Pablo Andrés Arbeláez;Pablo Andrés Arbeláez;Jitendra Malik

  • From captions to visual concepts and back

    Hao Fang;Saurabh Gupta;Forrest Iandola;Rupesh K. Srivastava

  • Perceptual Organization and Recognition of Indoor Scenes from RGB-D Images

    Saurabh Gupta;Pablo Arbelaez;Jitendra Malik

  • Cognitive Mapping and Planning for Visual Navigation

    Saurabh Gupta;James Davidson;Sergey Levine;Rahul Sukthankar

  • On Evaluation of Embodied Navigation Agents

    Peter Anderson;Angel X. Chang;Devendra Singh Chaplot;Alexey Dosovitskiy

  • Cross Modal Distillation for Supervision Transfer

    Saurabh Gupta;Judy Hoffman;Jitendra Malik

  • Visual Semantic Role Labeling

    Saurabh Gupta;Jitendra Malik

  • Semantic segmentation using regions and parts

    Pablo Arbelaez;Bharath Hariharan;Chunhui Gu;Saurabh Gupta

  • Cognitive Mapping and Planning for Visual Navigation

    Saurabh Gupta;Saurabh Gupta;Varun Tolani;James Davidson;Sergey Levine;Sergey Levine

  • Indoor Scene Understanding with RGB-D Images: Bottom-up Segmentation, Object Detection and Semantic Segmentation

    Saurabh Gupta;Pablo Arbeláez;Ross Girshick;Jitendra Malik

  • Language Models for Image Captioning: The Quirks and What Works

    Jacob Devlin;Hao Cheng;Hao Fang;Saurabh Gupta

  • Aligning 3D models to RGB-D images of cluttered scenes

    Saurabh Gupta;Pablo Arbelaez;Ross Girshick;Jitendra Malik

  • Learning to Explore using Active Neural SLAM

    Devendra Singh Chaplot;Dhiraj Gandhi;Saurabh Gupta;Abhinav Gupta

  • Exploring Nearest Neighbor Approaches for Image Captioning

    Jacob Devlin;Saurabh Gupta;Ross B. Girshick;Margaret Mitchell

  • Learning with Side Information through Modality Hallucination

    Judy Hoffman;Saurabh Gupta;Trevor Darrell

  • Segmenting Unknown 3D Objects from Real Depth Images using Mask R-CNN Trained on Synthetic Data

    Michael Danielczuk;Matthew Matl;Saurabh Gupta;Andrew Li

  • Neural Topological SLAM for Visual Navigation

    Devendra Singh Chaplot;Ruslan Salakhutdinov;Abhinav Gupta;Saurabh Gupta

  • A data driven approach for algebraic loop invariants

    Rahul Sharma;Saurabh Gupta;Bharath Hariharan;Alex Aiken

  • Through Fog High-Resolution Imaging Using Millimeter Wave Radar

    Junfeng Guan;Sohrab Madani;Suraj Jog;Saurabh Gupta

  • Combining Optimal Control and Learning for Visual Navigation in Novel Environments

    Somil Bansal;Varun Tolani;Saurabh Gupta;Jitendra Malik

  • Learning Exploration Policies for Navigation

    Tao Chen;Saurabh Gupta;Abhinav Gupta;Abhinav Gupta

Frequent Co-Authors

Jitendra Malik
Jitendra Malik University of California, Berkeley
Abhinav Gupta
Abhinav Gupta Carnegie Mellon University
Pablo Arbeláez
Pablo Arbeláez Universidad de Los Andes
Shubham Tulsiani
Shubham Tulsiani Carnegie Mellon University
Sergey Levine
Sergey Levine University of California, Berkeley
Ross Girshick
Ross Girshick Facebook (United States)
Margaret Mitchell
Margaret Mitchell Hugging Face
Li Deng
Li Deng Citadel
Rahul Sukthankar
Rahul Sukthankar Google (United States)
John Platt
John Platt Google (United States)

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