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Hao Li
Hao Li
Amazon Web Services
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Title
Cited by
Cited by
Year
Pruning Filters for Efficient ConvNets
H Li, A Kadav, I Durdanovic, H Samet, HP Graf
International Conference on Learning Representations (ICLR), 2017
27052017
Visualizing the Loss Landscape of Neural Nets
H Li, Z Xu, G Taylor, C Studer, T Goldstein
Neural Information Processing Systems (NeurIPS), 2018
10282018
Multimodal Graph-based Reranking for Web Image Search
M Wang, H Li, D Tao, K Lu, X Wu
IEEE Transactions on Image Processing 21 (11), 4649-4661, 2012
3642012
Training Quantized Nets: A Deeper Understanding
H Li, S De, Z Xu, C Studer, H Samet, T Goldstein
Neural Information Processing Systems (NIPS), 2017
1622017
MSRA-MM 2.0: A Large-Scale Web Multimedia Dataset
H Li, M Wang, XS Hua
ICDM Workshop on Internet Multimedia Mining, 164-169, 2009
1032009
MALT: Distributed Data-Parallelism for Existing ML Applications
H Li, A Kadav, E Kruus, C Ungureanu
ACM European Conference on Computer Systems (EuroSys), 2015
692015
Rethinking the Hyperparameters for Fine-tuning
H Li, P Chaudhari, H Yang, M Lam, A Ravichandran, R Bhotika, S Soatto
International Conference on Learning Representations (ICLR), 2020
572020
Adaptive Consensus ADMM for Distributed Optimization
Z Xu, G Taylor, H Li, M Figueiredo, X Yuan, T Goldstein
International Conference on Machine Learning (ICML), 2017
552017
Parallelized machine learning with distributed lockless training
A Kadav, E Kruus, H Li
US Patent 9,984,337, 2018
232018
A linearized framework and a new benchmark for model selection for fine-tuning
A Deshpande, A Achille, A Ravichandran, H Li, L Zancato, C Fowlkes, ...
arXiv preprint arXiv:2102.00084, 2021
172021
Simplification and Refinement for Speedy Spatio-temporal Hot Spot Detection Using Spark (GIS Cup)
S Peng, H Wei, H Li, H Samet
ACM SIGSPATIAL, 2017
32017
Streaming News Image Summarization
H Li, S Peng, H Samet
International Conference on Pattern Recognition (ICPR), 2016
32016
View-Adaptive Metric Learning for Multi-view Person Re-identification
C Yan, S Shan, D Wang, H Li, X Chen
Asian Conference on Computer Vision (ACCV), 2014
32014
Task Adaptive Parameter Sharing for Multi-Task Learning
M Wallingford, H Li, A Achille, A Ravichandran, C Fowlkes, R Bhotika, ...
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
12022
Towards Fast and Efficient Representation Learning
H Li
Doctoral Dissertation. University of Maryland, College Park, 2018
12018
Optimizing Multimodal Reranking for Web Image Search
H Li, M Wang, Z Li, ZJ Zha, J Shen
ACM SIGIR, 1119-1120, 2011
12011
Security system using a convolutional neural network with pruned filters
A Kadav, I Durdanovic, HP Graf, H Li
US Patent 10,885,437, 2021
2021
Passive pruning of filters in a convolutional neural network
A Kadav, I Durdanovic, HP Graf, H Li
US Patent 10,832,136, 2020
2020
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Articles 1–18