Sotabase

Career

· Research Intern, Meta2025–
· Research Intern, Microsoft Research2025–2025
· Research Intern, Autodesk, Inc.2024–2024
· Interdisciplinary Graduate Fellow, Stanford University2024–
· PhD Student, Stanford University2022–

Publications (162)

Deep Residual Learning for Image Recognition
Computer Vision and Pattern Recognition · 2015
219,321
cited
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015
70,036
cited
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
IEEE International Conference on Computer Vision · 2015
19,998
cited
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014
12,290
cited
Identity Mappings in Deep Residual Networks
European Conference on Computer Vision · 2016
10,931
cited
Guided Image Filtering
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2010
6,375
cited
R-FCN: Object Detection via Region-based Fully Convolutional Networks
Neural Information Processing Systems · 2016
5,943
cited
Unified Perceptual Parsing for Scene Understanding
European Conference on Computer Vision · 2018
2,294
cited
Eurographics Symposium on Geometry Processing 2009 a Concise and Provably Informative Multi-scale Signature Based on Heat Diffusion
1,685
cited
Single Image Haze Removal Using Dark Channel Prior
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2011
1,635
cited
Convolutional neural networks at constrained time cost
Computer Vision and Pattern Recognition · 2014
1,352
cited
Instance-Aware Semantic Segmentation via Multi-task Network Cascades
Computer Vision and Pattern Recognition · 2015
1,261
cited
BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation
IEEE International Conference on Computer Vision · 2015
1,092
cited
ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation
Computer Vision and Pattern Recognition · 2016
1,083
cited
Objects365: A Large-Scale, High-Quality Dataset for Object Detection
IEEE International Conference on Computer Vision · 2019
949
cited
Learning a convolutional neural network for non-uniform motion blur removal
Computer Vision and Pattern Recognition · 2015
895
cited
Accelerating Very Deep Convolutional Networks for Classification and Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015
833
cited
CrowdHuman: A Benchmark for Detecting Human in a Crowd
arXiv.org · 2018
811
cited
MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning
IEEE International Conference on Computer Vision · 2019
620
cited
Repulsion Loss: Detecting Pedestrians in a Crowd
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2017
544
cited
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