Sotabase

Career

· Professor, UC San Diego2017–
· Head Of Computer Vision, NEC Laboratories America, Inc.2015–
· Postdoctoral Scholar, University of California, Berkeley2009–2011

Publications (166)

Learning to Adapt Structured Output Space for Semantic Segmentation
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2018
1,676
cited
Learning Efficient Object Detection Models with Knowledge Distillation
Neural Information Processing Systems · 2017
1,089
cited
DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents
Computer Vision and Pattern Recognition · 2017
1,063
cited
Person Re-identification in the Wild
Computer Vision and Pattern Recognition · 2016
740
cited
Universal Correspondence Network
Neural Information Processing Systems · 2016
379
cited
IDD: A Dataset for Exploring Problems of Autonomous Navigation in Unconstrained Environments
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2018
362
cited
Domain Adaptation for Structured Output via Discriminative Patch Representations
IEEE International Conference on Computer Vision · 2019
330
cited
Towards Large-Pose Face Frontalization in the Wild
IEEE International Conference on Computer Vision · 2017
329
cited
Feature Transfer Learning for Face Recognition With Under-Represented Data
Computer Vision and Pattern Recognition · 2019
322
cited
Learning to reconstruct shape and spatially-varying reflectance from a single image
ACM Transactions on Graphics · 2018
309
cited
Inverse Rendering for Complex Indoor Scenes: Shape, Spatially-Varying Lighting and SVBRDF From a Single Image
Computer Vision and Pattern Recognition · 2019
305
cited
Learning Random-Walk Label Propagation for Weakly-Supervised Semantic Segmentation
Computer Vision and Pattern Recognition · 2017
271
cited
Deep Network Flow for Multi-object Tracking
Computer Vision and Pattern Recognition · 2017
211
cited
A 4D Light-Field Dataset and CNN Architectures for Material Recognition
European Conference on Computer Vision · 2016
190
cited
Materials for Masses: SVBRDF Acquisition with a Single Mobile Phone Image
European Conference on Computer Vision · 2018
188
cited
Practical Global Optimization for Multiview Geometry
International Journal of Computer Vision · 2006
183
cited
Modulated Periodic Activations for Generalizable Local Functional Representations
IEEE International Conference on Computer Vision · 2021
182
cited
FLAVR: Flow-Agnostic Video Representations for Fast Frame Interpolation
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2020
174
cited
WarpNet: Weakly Supervised Matching for Single-View Reconstruction
Computer Vision and Pattern Recognition · 2016
162
cited
Towards Universal Representation Learning for Deep Face Recognition
Computer Vision and Pattern Recognition · 2020
161
cited
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Manmohan Chandraker | Researcher Profile | Sotabase | Sotabase