AK
Aditya Khosla
cs.CVNeural Networks, ComputerbioinformaticsCarcinoma, Non-Small-Cell LungCarcinoma, Transitional Cellcs.AIDeep LearningDeep neural networkLung NeoplasmsMachine Learning
On Valency
published · living versionsW_m6tzhevx·v1 · currentpublished
ImageNet Large Scale Visual Recognition Challenge
with Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause +7
1 version
Preprints & journals
18 papers in the corpus · 2012–2022Association of artificial intelligence-powered and manual quantification of programmed death-ligand 1 (PD-L1) expression with outcomes in patients treated with nivolumab ± ipilimumab.35840720 · Baxi, Vipul, Lee, George, Duan, Chunzhe et al.2022 · 66 citationsModern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc. 2022;35(11):1529-1539
A Machine Learning Approach Enables Quantitative Measurement of Liver Histology and Disease Monitoring in NASH.33570776 · Taylor-Weiner, Amaro, Pokkalla, Harsha, Han, Ling et al.2022 · 195 citationsHepatology (Baltimore, Md.). 2021;74(1):133-147
Human-interpretable image features derived from densely mapped cancer pathology slides predict diverse molecular phenotypes.33712588 · Diao, James A, Wang, Jason K, Chui, Wan Fung et al.2021 · 269 citationsNature communications. 2021;12(1):1613
Dense, high-resolution mapping of cells and tissues from pathology images for the interpretable prediction of molecular phenotypes in cancer10.1101/2020.08.02.233197v2 · Diao, J. A., Chui, W. F., Wang, J. K. et al.2020 · 11 citationsbioRxiv
The Combined Effect of FGFR Inhibition and PD-1 Blockade Promotes Tumor-Intrinsic Induction of Antitumor Immunity.31331945 · Palakurthi, Sangeetha, Kuraguchi, Mari, Zacharek, Sima J et al.2020 · 147 citationsCancer immunology research. 2019;7(9):1457-1471
Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer.29234806 · Ehteshami Bejnordi, Babak, Veta, Mitko, Johannes van Diest, Paul et al.2017 · 3,290 citationsJAMA. 2017;318(22):2199-2210
Places: A 10 Million Image Database for Scene Recognition.28692961 · Zhou, Bolei, Lapedriza, Agata, Khosla, Aditya et al.2019 · 3,980 citationsIEEE transactions on pattern analysis and machine intelligence. 2018;40(6):1452-1464
Network Dissection: Quantifying Interpretability of Deep Visual Representations1704.05796v1 · David Bau, Bolei Zhou, Aditya Khosla et al.2017 · 1,389 citationsarXiv
Following Gaze Across Views1612.03094v1 · Adria Recasens, Carl Vondrick, Aditya Khosla et al.2016 · 4 citationsarXiv
Deep Learning for Identifying Metastatic Breast Cancer1606.05718v1 · Dayong Wang, Aditya Khosla, Rishab Gargeya et al.2016 · 772 citationsarXiv
Eye Tracking for Everyone1606.05814v1 · Kyle Krafka, Aditya Khosla, Petr Kellnhofer et al.2016 · 70 citationsarXiv
Comparison of deep neural networks to spatio-temporal cortical dynamics of human visual object recognition reveals hierarchical correspondence.27282108 · Cichy, Radoslaw Martin, Khosla, Aditya, Pantazis, Dimitrios et al.2018 · 716 citationsScientific reports. 2016;6:27755
Dynamics of scene representations in the human brain revealed by magnetoencephalography and deep neural networks.27039703 · Martin Cichy, Radoslaw, Khosla, Aditya, Pantazis, Dimitrios et al.2018 · 178 citationsNeuroImage. 2017;153:346-358
Deep Neural Networks predict Hierarchical Spatio-temporal Cortical Dynamics of Human Visual Object Recognition1601.02970v1 · Radoslaw M. Cichy, Aditya Khosla, Dimitrios Pantazis et al.2016 · 50 citationsarXiv
Learning Deep Features for Discriminative Localization1512.04150v1 · Bolei Zhou, Aditya Khosla, Agata Lapedriza et al.2015 · 11,327 citationsarXiv
Visualizing Object Detection Features1502.05461v1 · Carl Vondrick, Aditya Khosla, Hamed Pirsiavash et al.2015 · 3 citationsarXiv
ImageNet Large Scale Visual Recognition Challenge1409.0575v3 · Olga Russakovsky, Jia Deng, Hao Su et al.2014 · 39,313 citationsarXivon Valency
Inverting and Visualizing Features for Object Detection1212.2278v2 · Carl Vondrick, Aditya Khosla, Tomasz Malisiewicz et al.2012 · 12 citationsarXiv
Career total: 89 works. 18 are in this corpus.
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