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Kangning Liu
Kangning Liu
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Cited by
Year
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization
Y Shen, N Wu, J Phang, J Park, K Liu, S Tyagi, L Heacock, SG Kim, L Moy, ...
Medical image analysis 68, 101908, 2021
1732021
Adaptive Early-Learning Correction for Segmentation from Noisy Annotations
S Liu*, K Liu*, (*equal contribution order by coin clip), WZ Zhu, Y Shen, ...
CVPR 2022 (Oral), 2022
1092022
Are All Losses Created Equal: A Neural Collapse Perspective
J Zhou, C You, X Li, K Liu, S Liu, Q Qu, Z Zhu
NeurIPS, 2022
522022
Optimal operation strategy for distributed battery aggregator providing energy and ancillary services
K Liu, Q Chen, C Kang, W Su, G Zhong
Journal of Modern Power Systems and Clean Energy 6 (4), 722-732, 2018
462018
Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis
K Liu, Y Shen, N Wu, J Chłędowski, C Fernandez-Granda, KJ Geras
Medical Imaging with Deep Learning 2021, 2021
302021
Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning
K Liu*, W Zhu*, Y Shen, S Liu, N Razavian, K J. Geras, ...
CVPR 2023 (https://arxiv.org/abs/2210.09452), 2023
242023
K2S challenge: From undersampled K-space to automatic segmentation
AA Tolpadi, U Bharadwaj, KT Gao, R Bhattacharjee, FG Gassert, ...
Bioengineering 10 (2), 267, 2023
172023
Cram\'er-Rao bound-informed training of neural networks for quantitative MRI
X Zhang*, Q Duchemin*, K Liu*, S Flassbeck, C Gultekin, ...
Magnetic resonance in medicine, 2022
132022
StrokeRehab: A Benchmark Dataset for Sub-second Action Identification
A Kaku*, K Liu*, A Parnandi*, HR Rajamohan, K Venkataramanan, ...
NeurIPS, 2022
72022
Unsupervised Multimodal Video-to-Video Translation via Self-Supervised Learning
K Liu*, S Gu*, A Romero, R Timofte, (*equal contribution)
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021
72021
Rapid quantitative magnetization transfer imaging: Utilizing the hybrid state and the generalized Bloch model
J Assländer, C Gultekin, A Mao, X Zhang, Q Duchemin, K Liu, ...
Magnetic resonance in medicine 91 (4), 1478-1497, 2024
62024
Sequence-to-Sequence Modeling for Action Identification at High Temporal Resolution
A Kaku*, K Liu*, A Parnandi*, HR Rajamohan, K Venkataramanan, ...
https://arxiv.org/abs/2111.02521, 2021
62021
Optimized dimensionality reduction for parameter estimation in MR fingerprinting via deep learning
Q Duchemin, K Liu, C Fernandez-Granda, J Assländer
32021
Controllable One-Shot Face Video Synthesis With Semantic Aware Prior
K Liu, YC Su, WA Hong, R Cang, X Jia
https://arxiv.org/abs/2304.14471, 2023
22023
Quantifying impairment and disease severity using AI models trained on healthy subjects
B Yu, A Kaku, K Liu, A Parnandi, E Fokas, A Venkatesan, N Pandit, ...
npj Digital Medicine 7 (1), 180, 2024
12024
Uncertainty-aware Fine-tuning of Segmentation Foundation Models
K Liu, B Price, J Kuen, Y Fan, Z Wei, L Figueroa, K J. Geras, ...
NeurIPS, 2024
2024
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