Sachin Mehta

Most-cited papers

MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer
Sachin Mehta, Mohammad Rastegari
2021International Conference on Learning Representations2,672 citations
Semantic Scholar
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation
Sachin Mehta, Mohammad Rastegari, A. Caspi, L. Shapiro +1 more
2018European Conference on Computer Vision913 citations Open access
Semantic Scholar
Separable Self-attention for Mobile Vision Transformers
Sachin Mehta, Mohammad Rastegari
2022Trans. Mach. Learn. Res.508 citations Open access
Semantic Scholar
ESPNetv2: A Light-Weight, Power Efficient, and General Purpose Convolutional Neural Network
Sachin Mehta, Mohammad Rastegari, L. Shapiro, Hannaneh Hajishirzi
2018Computer Vision and Pattern Recognition487 citations Open access
Semantic Scholar
Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images
Sachin Mehta, E. Mercan, Jamen Bartlett, D. Weaver +2 more
2018International Conference on Medical Image Computing and Computer-Assisted Intervention227 citations Open access
Semantic Scholar
DeepSolarEye: Power Loss Prediction and Weakly Supervised Soiling Localization via Fully Convolutional Networks for Solar Panels
Sachin Mehta, A. Azad, Saneem A. Chemmengath, V. Raykar +1 more
2017IEEE Workshop/Winter Conference on Applications of Computer Vision117 citations Open access
Semantic Scholar
DeLighT: Deep and Light-weight Transformer
Sachin Mehta, Marjan Ghazvininejad, Srini Iyer, Luke Zettlemoyer +1 more
2021International Conference on Learning Representations99 citations
Semantic Scholar
3D-ESPNet with Pyramidal Refinement for Volumetric Brain Tumor Image Segmentation
Nicholas Nuechterlein, Sachin Mehta
2018BrainLes@MICCAI70 citations
Semantic Scholar
A Facial Affect Analysis System for Autism Spectrum Disorder
Beibin Li, Sachin Mehta, Deepali Aneja, Claire E. Foster +3 more
2019International Conference on Information Photonics67 citations Open access
Semantic Scholar
DiCENet: Dimension-Wise Convolutions for Efficient Networks
Sachin Mehta, Hannaneh Hajishirzi, Mohammad Rastegari
2019IEEE Transactions on Pattern Analysis and Machine Intelligence51 citations Open access
Semantic Scholar
Learning to Segment Breast Biopsy Whole Slide Images
Sachin Mehta, E. Mercan, Jamen Bartlett, D. Weaver +2 more
2017IEEE Workshop/Winter Conference on Applications of Computer Vision43 citations Open access
Semantic Scholar
End-to-End diagnosis of breast biopsy images with transformers
Sachin Mehta, Ximing Lu, Wen-Jun Wu, D. Weaver +3 more
2022Medical Image Anal.42 citations Open access
Semantic Scholar
Scale-Aware Transformers for Diagnosing Melanocytic Lesions
Wen-Jun Wu, Sachin Mehta, Shima Nofallah, S. Knezevich +4 more
2021IEEE Access38 citations Open access
Semantic Scholar
CVNets: High Performance Library for Computer Vision
Sachin Mehta, Farzad Abdolhosseini, Mohammad Rastegari
2022ACM Multimedia31 citations
Semantic Scholar
A Study of DWT and SVD Based Watermarking Algorithms for Patient Privacy in Medical Images
Sachin Mehta, R. Nallusamy, R. Marawar, B. Prabhakaran
2013IEEE International Conference on Healthcare Informatics22 citations
Semantic Scholar
Bytes Are All You Need: Transformers Operating Directly On File Bytes
Maxwell Horton, Sachin Mehta, Ali Farhadi, Mohammad Rastegari
2023Trans. Mach. Learn. Res.21 citations Open access
Semantic Scholar
Reinforce Data, Multiply Impact: Improved Model Accuracy and Robustness with Dataset Reinforcement
Fartash Faghri, H. Pouransari, Sachin Mehta, Mehrdad Farajtabar +3 more
2023IEEE International Conference on Computer Vision16 citations Open access
Semantic Scholar
Segmenting Skin Biopsy Images with Coarse and Sparse Annotations using U-Net
Shima Nofallah, M. Mokhtari, Wen-Jun Wu, Sachin Mehta +6 more
2022Journal of digital imaging12 citations Open access
Semantic Scholar
Collecting Sidewalk Network Data at Scale for Accessible Pedestrian Travel
Yuxiang Zhang, Sachin Mehta, A. Caspi
2021International ACM SIGACCESS Conference on Computers and Accessibility10 citations
Semantic Scholar
Identifying Most Walkable Direction for Navigation in an Outdoor Environment
Sachin Mehta, Hannaneh Hajishirzi, L. Shapiro
2017arXiv.org9 citations
Semantic Scholar
RangeAugment: Efficient Online Augmentation with Range Learning
Sachin Mehta, Saeid Naderiparizi, Fartash Faghri, Maxwell Horton +4 more
2022arXiv.org8 citations Open access
Semantic Scholar
The impact of a barrier enclosure on time to tracheal intubation: a randomized controlled trial
T. Jen, Vionarica Gusti, Charanjit S. Badh, Sachin Mehta +5 more
2021Canadian Journal of Anesthesia/Journal canadien d'anesthésie8 citations Open access
Semantic Scholar
SPIN: An Empirical Evaluation on Sharing Parameters of Isotropic Networks
Chien-Yu Lin, Anish Prabhu, Thomas Merth, Sachin Mehta +3 more
2022European Conference on Computer Vision7 citations Open access
Semantic Scholar
Extracorporeal membrane oxygenation utilization in burn patients with severe acute respiratory distress syndrome
Tom W Fouché, Sebastian Q. Vrouwe, L. Gottlieb, T. Song +3 more
2022Burns7 citations Open access
Semantic Scholar
Does Intolerance of Single-Lung Ventilation Preclude Robotic Off-Pump Totally Endoscopic Coronary Bypass Surgery?
Husam H. Balkhy, Sarah M. Nisivaco, A. Tung, G. Torregrossa +1 more
2020Innovations7 citations
Semantic Scholar
Automated Diagnosis of Breast Cancer and Pre-invasive Lesions on Digital Whole Slide Images
E. Mercan, Sachin Mehta, Jamen Bartlett, D. Weaver +2 more
2018International Conference on Pattern Recognition Applications and Methods6 citations Open access
Semantic Scholar
Region graph based method for multi-object detection and tracking using depth cameras
Sachin Mehta, B. Prabhakaran
2016IEEE Workshop/Winter Conference on Applications of Computer Vision6 citations Open access
Semantic Scholar
APE: An Open and Shared Annotated Dataset for Learning Urban Pedestrian Path Networks
Yuxiang Zhang, Nicholas Bolten, Sachin Mehta, A. Caspi
2023arXiv.org5 citations Open access
Semantic Scholar
OASIS: Automated Assessment of Urban Pedestrian Paths at Scale
Yuxiang Zhang, Suresh Devalapalli, Sachin Mehta, A. Caspi
2023arXiv.org5 citations Open access
Semantic Scholar
Calibration Error Prediction: Ensuring High-Quality Mobile Eye-Tracking
Beibin Li, J. Snider, Quan Wang, Sachin Mehta +5 more
2022Eye Tracking Research & Application5 citations Open access
Semantic Scholar
Infarct exclusion repair of postmyocardial infarction ventricular septal rupture with a hybrid patch and septal occluder device compared with patch only
Adam R. Williams, M. Moya-Mendez, Sachin Mehta, A. Vekstein +8 more
2023JTCVS Techniques3 citations Open access
Semantic Scholar
On-the-fly Watermarking of Videos for Real-time Applications
Sachin Mehta, Vijay Varadharajan, R. Nallusamy
20122012 IEEE International Conference on Multimedia and Expo Workshops3 citations
Semantic Scholar
Analysis of Regions of Interest and Distractor Regions in Breast Biopsy Images
Ximing Lu, Sachin Mehta, Tad T. Brunyé, D. Weaver +2 more
20212021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)2 citations Open access
Semantic Scholar
mPDF: Framework for Watermarking PDF Files using Image Watermarking Algorithms
Sachin Mehta, B. Prabhakaran, R. Nallusamy, Derrick Newton
2016arXiv.org2 citations
Semantic Scholar
Tampering resistant self recoverable watermarking method using error correction codes
Sachin Mehta, Vijay Varadharajan, R. Nallusamy
2012International Journal of Information and Computer Security2 citations
Semantic Scholar
Tampering Resistant Dual Watermarking Method for Copyright Protection of Still Images
Sachin Mehta, Vijay Varadharajan, R. Nallusamy
2011International Conference on Advanced Computing, Networking and Security2 citations
Semantic Scholar
On the Efficacy of Multi-scale Data Samplers for Vision Applications
Elvis Nunez, Thomas Merth, Anish Prabhu, Mehrdad Farajtabar +3 more
2023arXiv.org1 citations Open access
Semantic Scholar
Abstract P1017: Tissue Engineered Human Acellular Blood Vessels For Coronary Artery Bypass Grafting
Adam R. Williams, J. Nellis, Zachary K. Wegermann, Sharon L. McCartney +9 more
2022Circulation Research1 citations
Semantic Scholar
Leveraging Unlabeled Data for Glioma Molecular Subtype and Survival Prediction
Nicholas Nuechterlein, Beibin Li, Mehmet Saygin Seyfioglu, Sachin Mehta +2 more
2021International Conference on Pattern Recognition1 citations
Semantic Scholar
3D content fingerprinting
Sachin Mehta, B. Prabhakaran
2014International Conference on Information Photonics1 citations
Semantic Scholar
Journal Pre-proof Infarct exclusion repair of post-myocardial infarction ventricular septal rupture with a hybrid patch and septal occluder device compared to patch only
Adam R. Williams, Mhs Mary E. Moya-Mendez, Sachin Mehta, A. Vekstein +8 more
20230 citations
Semantic Scholar
Abstract 10957: Six Month Patency of Bioengineered Human Acellular Vessels in a Primate Model of Coronary Artery Bypass Grafting
Adam R. Williams, Joseph Nellis, Sharon L. McCartney, Sachin Mehta +10 more
2022Circulation0 citations
Semantic Scholar
List of Contributors
M. Abdel-Nasser, Hisham Abdeltawab, M. Abou El-Ghar, M. Akil +65 more
2021State of the Art in Neural Networks and their Applications0 citations
Semantic Scholar
Applications of the ESPNet architecture in medical imaging
Sachin Mehta, Nicholas Nuechterlein, E. Mercan, Beibin Li +8 more
2021State of the Art in Neural Networks and their Applications0 citations
Semantic Scholar
Iatrogenic complications arising from cleaning and shaping
Sachin Mehta, Sunil Malhan, Chahat Bansal
2021International Journal of Health Sciences0 citations Open access
Semantic Scholar
Scene-based fingerprinting method for traitor tracing
Sachin Mehta, R. Nallusamy, B. Prabhakaran
2014Multimedia Systems0 citations
Semantic Scholar