Vikas Singh
University of Wisconsin-Madison
H-index: 37
North America-United States
Top articles of Vikas Singh
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
SHG imaging and analysis of collagen fiber/fibril architecture in human ovarian cancer using machine learning and emission directionality | Paul J Campagnola Melissa Champer Emily Shelton Vikas Singh | 2024/3/13 | |
IM-Unpack: Training and Inference with Arbitrarily Low Precision Integers | arXiv preprint arXiv:2403.07339 | Zhanpeng Zeng Karthikeyan Sankaralingam Vikas Singh | 2024/3/12 |
FrameQuant: Flexible Low-Bit Quantization for Transformers | arXiv preprint arXiv:2403.06082 | Harshavardhan Adepu Zhanpeng Zeng Li Zhang Vikas Singh | 2024/3/10 |
Vcc: Scaling Transformers to 128K Tokens or More by Prioritizing Important Tokens | Advances in Neural Information Processing Systems | Zhanpeng Zeng Cole Hawkins Mingyi Hong Aston Zhang Nikolaos Pappas | 2024/2/13 |
Pooling Image Datasets with Multiple Covariate Shift and Imbalance | arXiv preprint arXiv:2403.02598 | Sotirios Panagiotis Chytas Vishnu Suresh Lokhande Peiran Li Vikas Singh | 2024/3/5 |
Dual flow generative computer architecture | 2020/11/26 | ||
High-resolution imaging and modeling of collagen architecture alterations in high-grade serous ovarian cancer | Paul J Campagnola Farid Atry Samuel Alkmin Vikas Singh Bruce L Wen | 2023/8/12 | |
LookupFFN: making transformers compute-lite for CPU inference | Zhanpeng Zeng Michael Davies Pranav Pulijala Karthikeyan Sankaralingam Vikas Singh | 2023/7/3 | |
Controlled differential equations on long sequences via non-standard wavelets | Sourav Pal Zhanpeng Zeng Sathya N Ravi Vikas Singh | 2023/7/3 | |
Relationship of APOE genotypes and level of cognitive reserve to cognitive trajectories among cognitively normal individuals | Alzheimer's & Dementia | Corinne Pettigrew Anja Soldan Jurijs Nazarovs Vikas Singh Jiangxia Wang | 2023/6 |
Alzheimer’s disease genetic risk and cognitive reserve in relationship to long-term cognitive trajectories among cognitively normal individuals | Alzheimer's Research & Therapy | Corinne Pettigrew Jurijs Nazarovs Anja Soldan Vikas Singh Jiangxia Wang | 2023/3/28 |
Equivariance Allows Handling Multiple Nuisance Variables When Analyzing Pooled Neuroimaging Datasets | Vishnu Suresh Lokhande Rudrasis Chakraborty Sathya N Ravi Vikas Singh | 2022 | |
Multi Resolution Analysis (MRA) for Approximate Self-Attention | Zhanpeng Zeng Sourav Pal Jeffery Kline Glenn M Fung Vikas Singh | 2022/6/28 | |
Forward Operator Estimation in Generative Models with Kernel Transfer Operators | Proceedings of machine learning research | Zhichun Huang Rudrasis Chakraborty Vikas Singh | 2022/7 |
Investigating Functional Brain Network Abnormalities via Differential Covariance Trajectory Analysis and Scan Statistics | Anita Sinha Ronak Mehta Veena Nair Rasmus Birn Vikas Singh | 2022/3/28 | |
Neural network architecture with concurrent uncertainty output | 2022/12/27 | ||
On the versatile uses of partial distance correlation in deep learning | Xingjian Zhen Zihang Meng Rudrasis Chakraborty Vikas Singh | 2022 | |
Training system for artificial neural networks having a global weight constrainer | 2022/12/13 | ||
Understanding Uncertainty Maps in Vision With Statistical Testing | Jurijs Nazarovs Zhichun Huang Songwong Tasneeyapant Rudrasis Chakraborty Vikas Singh | 2022 | |
Pooling CSF Measurements Across Multiple Cohorts in the Preclinical Alzheimer's Consortium | Alzheimer's & Dementia | Vishnu Suresh Lokhande Jiangxia Wang Anja Soldan Corinne Pettigrew Abhay Moghekar | 2022/12 |
Co-Authors
