David Dov

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 17

Top Topics

Weakly Supervised

Voice Activity Detection

Computed Tomography

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Medical Image Anal.

Publications

Rachel Lea Draelos, David Dov, Maciej A. Mazurowski, Joseph Y. Lo, Ricardo Henao, Geoffrey D. Rubin, Lawrence Carin
Machine-learning-based multiple abnormality prediction with large-scale chest computed tomography volumes. Medical Image Anal. 67 (2021)
David Dov, Serge Assaad, Shijing Si, Rui Wang, Hongteng Xu, Shahar Ziv Kovalsky, Jonathan Bell, Danielle Elliott Range, Jonathan Cohen, Ricardo Henao, Lawrence Carin
Affinitention nets: kernel perspective on attention architectures for set classification with applications to medical text and images. CHIL (2021)
David Dov, Shahar Z. Kovalsky, Serge Assaad, Jonathan Cohen, Danielle Elliott Range, Avani A. Pendse, Ricardo Henao, Lawrence Carin
Weakly supervised instance learning for thyroid malignancy prediction from whole slide cytopathology images. Medical Image Anal. 67 (2021)
Shijing Si, Rui Wang, Jedrek Wosik, Hao Zhang, David Dov, Guoyin Wang, Lawrence Carin
Students Need More Attention: BERT-based Attention Model for Small Data with Application to Automatic Patient Message Triage. MLHC (2020)
Rachel Lea Draelos, David Dov, Maciej A. Mazurowski, Joseph Y. Lo, Ricardo Henao, Geoffrey D. Rubin, Lawrence Carin
Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes. CoRR (2020)
Shijing Si, Rui Wang, Jedrek Wosik, Hao Zhang, David Dov, Guoyin Wang, Ricardo Henao, Lawrence Carin
Students Need More Attention: BERT-based AttentionModel for Small Data with Application to AutomaticPatient Message Triage. CoRR (2020)
Shounak Datta, Eduardo B. Mariottoni, David Dov, Alessandro A. Jammal, Lawrence Carin, Felipe A. Medeiros
RetiNerveNet: Using Recursive Deep Learning to Estimate Pointwise 24-2 Visual Field Data based on Retinal Structure. CoRR (2020)
David Dov, Shahar Z. Kovalsky, Jonathan Cohen, Danielle Elliott Range, Ricardo Henao, Lawrence Carin
Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology Images. MLHC (2019)
David Dov, Shahar Ziv Kovalsky, Jonathan Cohen, Danielle Elliott Range, Ricardo Henao, Lawrence Carin
A Deep-Learning Algorithm for Thyroid Malignancy Prediction From Whole Slide Cytopathology Images. CoRR (2019)
David Dov, Shahar Ziv Kovalsky, Jonathan Cohen, Danielle Range, Ricardo Henao, Lawrence Carin
Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology Images. CoRR (2019)
David Dov, Ronen Talmon, Israel Cohen
Sequential Audio-Visual Correspondence With Alternating Diffusion Kernels. IEEE Trans. Signal Process. 66 (12) (2018)
Ido Ariav, David Dov, Israel Cohen
A deep architecture for audio-visual voice activity detection in the presence of transients. Signal Process. 142 (2018)
Amit Aides, David Dov, Hagai Aronowitz
Robust Audiovisual Liveness Detection for Biometric Authentication Using Deep Joint Embedding and Dynamic Time Warping. ICASSP (2018)
David Dov, Ronen Talmon, Israel Cohen
Multimodal Kernel Method for Activity Detection of Sound Sources. IEEE ACM Trans. Audio Speech Lang. Process. 25 (6) (2017)
David Dov, Ronen Talmon, Israel Cohen
Kernel-Based Sensor Fusion With Application to Audio-Visual Voice Activity Detection. IEEE Trans. Signal Process. 64 (24) (2016)
David Dov, Ronen Talmon, Israel Cohen
Kernel Method for Voice Activity Detection in the Presence of Transients. IEEE ACM Trans. Audio Speech Lang. Process. 24 (12) (2016)
David Dov, Ronen Talmon, Israel Cohen
Kernel-based Sensor Fusion with Application to Audio-Visual Voice Activity Detection. CoRR (2016)
David Dov, Ronen Talmon, Israel Cohen
Audio-Visual Voice Activity Detection Using Diffusion Maps. IEEE ACM Trans. Audio Speech Lang. Process. 23 (4) (2015)
Ariel Hirszhorn, David Dov, Ronen Talmon, Israel Cohen
Transient Interference Suppression in Speech Signals Based on the OM-LSA Algorithm. IWAENC (2012)