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Career

· Co-Founder and Research Scientist, Voyage AI

Publications (64)

Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss
Neural Information Processing Systems · 2019
1,924
cited
Few-Shot Video Classification via Temporal Alignment
Computer Vision and Pattern Recognition · 2019
271
cited
Interstellar: Using Halide's Scheduling Language to Analyze DNN Accelerators
International Conference on Architectural Support for Programming Languages and Operating Systems · 2018
252
cited
Open-World Semi-Supervised Learning
International Conference on Learning Representations · 2021
234
cited
Organization of the human intestine at single-cell resolution
Nature · 2023
204
cited
Pose-Robust Face Recognition via Deep Residual Equivariant Mapping
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2018
160
cited
TransGaGa: Geometry-Aware Unsupervised Image-To-Image Translation
Computer Vision and Pattern Recognition · 2019
114
cited
Annotation of Spatially Resolved Single-cell Data with STELLAR
bioRxiv · 2021
95
cited
Coresets for Robust Training of Deep Neural Networks against Noisy Labels
Neural Information Processing Systems · 2020
91
cited
Concept Learners for Few-Shot Learning
International Conference on Learning Representations · 2020
90
cited
Heteroskedastic and Imbalanced Deep Learning with Adaptive Regularization
International Conference on Learning Representations · 2020
80
cited
Delving Deep Into Hybrid Annotations for 3D Human Recovery in the Wild
IEEE International Conference on Computer Vision · 2019
70
cited
CariGANs
ACM Transactions on Graphics · 2018
58
cited
DNN Dataflow Choice Is Overrated
arXiv.org · 2018
47
cited
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases
Neural Information Processing Systems · 2024
46
cited
Deep learning identifies robust gender differences in functional brain organization and their dissociable links to clinical symptoms in autism
British Journal of Psychiatry · 2022
43
cited
Learning Temporal Action Proposals With Fewer Labels
IEEE International Conference on Computer Vision · 2019
41
cited
Learning Large-scale Subsurface Simulations with a Hybrid Graph Network Simulator
Knowledge Discovery and Data Mining · 2022
36
cited
Coresets for Robust Training of Neural Networks against Noisy Labels
arXiv.org · 2020
34
cited
TpuGraphs: A Performance Prediction Dataset on Large Tensor Computational Graphs
Neural Information Processing Systems · 2023
29
cited
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