Vikas Singh

1. Nyströmformer: A Nyström-Based Algorithm for Approximating Self-Attention
   2021/02/07 by Yunyang Xiong, Xiong, Yunyang, Zhanpeng Zeng +12 · 1 voice · 70 citations
   Computer Science · Engineering · Mathematics · #Algorithm #Benchmark (surveying) #Code (set theory) #Computer science #Ferroelectric and Negative Capacitance Devices #Mathematics #Natural Language Processing Techniques #Quadratic equation #Range (aeronautics) #Scalability #Security token #Sequence (biology) #Topic Modeling #cs.CL #cs.LG
2. Plant Secondary Metabolites as Defense Tools against Herbivores for Sustainable Crop Protection
   2022/02/28 by Pratap A. Divekar, N Srinivasa, Bhupendra Adinath Divekar +11 · 10 citations
   Agricultural and Biological Sciences · #Insect and Pesticide Research #Insect-Plant Interactions and Control #Plant and animal studies
3. MobileDets: Searching for Object Detection Architectures for Mobile Accelerators
   2020/04/30 by Yunyang Xiong, Xiong, Yunyang, Hanxiao Liu +17 · 12 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #cs.CV
4. BATAL: The Balloon Measurement Campaigns of the Asian Tropopause Aerosol Layer
   2017/12/15 by J.-P. Vernier, Jean‐Paul Vernier, T. D. Fairlie +71 · 7 citations
   Earth and Planetary Sciences · Environmental Science · #Aerosol #Atmospheric Ozone and Climate #Atmospheric aerosols and clouds #Atmospheric chemistry and aerosols #Atmospheric sciences #Environmental science #Meteorology #Physics #Stratosphere #Tropopause #Troposphere #Water vapor
5. Constrained Deep Learning using Conditional Gradient and Applications in Computer Vision
   2018/03/16 by Sathya N. Ravi, Ravi, Sathya N., Tuan Dinh +6 · 4 citations
   Computer Science · Engineering · Mathematics · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #cs.CV #cs.LG #stat.ML
6. FrameQuant: Flexible Low-Bit Quantization for Transformers
   2024/03/10 by Harshavardhan Adepu, Zhanpeng Zeng, Adepu, Harshavardhan +5 · 6 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advancements in Semiconductor Devices and Circuit Design #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing
7. Simplicial 2-Complex Convolutional Neural Nets
   2020/12/10 by Eric Bunch, Bunch, Eric, Qian You +5 · 4 citations
   Computer Science · Mathematics · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Topological and Geometric Data Analysis #math.AT
8. Influence of hospital volume on outcomes of percutaneous atrial septal defect and patent foramen ovale closure: A 10‐years us perspective
   2014/12/22 by Vikas Singh, Apurva O. Badheka, Nileshkumar Patel +17 · 2 citations
   Medicine · #Cardiovascular and Diving-Related Complications #Cardiac and Coronary Surgery Techniques #Congenital Heart Disease Studies #Medicine #Patent foramen ovale #Percutaneous #Closure (psychology) #Heart septal defect #Intracardiac injection #Multivariate analysis #Cardiac catheterization #Internal medicine #Cardiology #Surgery
9. LookupFFN: Making Transformers Compute-lite for CPU inference
   2024/03/12 by Zhanpeng Zeng, Zeng, Zhanpeng, Michael Davies +7 · 4 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
10. You Only Sample (Almost) Once: Linear Cost Self-Attention Via Bernoulli Sampling
    2021/11/18 by Zhanpeng Zeng, Yunyang Xiong, Zeng, Zhanpeng +9 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. Vcc: Scaling Transformers to 128K Tokens or More by Prioritizing Important Tokens
    2023/05/07 by Zhanpeng Zeng, Zeng, Zhanpeng, Cole Hawkins +11 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Image and Video Retrieval Techniques #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics
12. Conditional Recurrent Flow: Conditional Generation of Longitudinal Samples with Applications to Neuroimaging
    2018/11/24 by Seong Jae Hwang, Hwang, Seong Jae, Zirui Tao +5 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
13. FairALM: Augmented Lagrangian Method for Training Fair Models with Little Regret
    2020/04/02 by Vishnu Suresh Lokhande, Lokhande, Vishnu Suresh, Aditya Kumar Akash +5 · 1 citation
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CV #cs.LG
14. Graph Neural Networks to Predict Customer Satisfaction Following Interactions with a Corporate Call Center
    2021/01/31 by Teja Kanchinadam, Kanchinadam, Teja, Zihang Meng +7 · 1 citation
    Computer Science · Physics and Astronomy · Psychology · #Complex Network Analysis Techniques #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sentiment Analysis and Opinion Mining #cs.CL #cs.LG
15. Connecting What to Say With Where to Look by Modeling Human Attention Traces
    2021/05/12 by Zihang Meng, Licheng Yu, Meng, Zihang +12 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #cs.CV
16. An Online Riemannian PCA for Stochastic Canonical Correlation Analysis
    2021/06/08 by Zihang Meng, Rudrasis Chakraborty, Meng, Zihang +3 · 1 citation
    Computer Science · Mathematics · #Face and Expression Recognition #Statistical Methods and Inference #Morphological variations and asymmetry
17. Composing Linear Layers from Irreducibles
    2025/07/15 by Travis Pence, Daisuke Yamada, Pence, Travis +3 · 1 voice
    Computer Science · Mathematics · #Algebraic and Geometric Analysis #Data Visualization and Analytics #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Topological and Geometric Data Analysis #cs.LG
18. Learning Invariant Representations using Inverse Contrastive Loss
    2021/02/16 by Aditya Kumar Akash, Vishnu Suresh Lokhande, Akash, Aditya Kumar +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CV #cs.LG
19. Equivariance Allows Handling Multiple Nuisance Variables When Analyzing Pooled Neuroimaging Datasets
    2022/03/29 by Vishnu Suresh Lokhande, Rudrasis Chakraborty, Lokhande, Vishnu Suresh +5 · 1 citation
    Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Neural Networks and Applications
20. Pooling Image Datasets With Multiple Covariate Shift and Imbalance
    2024/03/05 by Sotirios Panagiotis Chytas, Chytas, Sotirios Panagiotis, Vishnu Suresh Lokhande +5 · 1 citation
    Computer Science · Engineering · Medicine · #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Retinal Imaging and Analysis
21. A Renewed Approach to Undergraduate Worship Leader Education.
    2012/01/01 by Apurva O. Badheka, Neeraj Shah, Peeyush Grover +16 · 1 citation
    Medicine · Social Sciences · #Atrial Fibrillation Management and Outcomes #Cardiac Arrhythmias and Treatments #Cardiac electrophysiology and arrhythmias #Education and Islamic Studies #Religion, Spirituality, and Psychology #Religious Education and Schools
22. Spectrophotometric investigation of pH-dependent structural transformations, acidity constants, and stability behaviour of anthocyanins from Canna indica
    2026/07/30 by Vikas Singh, Mukesh P. Chaudhari, Divya R. Mishra +1
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Medicine · #Canna #Fermentation and Sensory Analysis #Phytochemicals and Antioxidant Activities #Plant Gene Expression Analysis #Qualitative analysis #Spectrophotometry #Stability (learning theory)
23. Beyond Static Policies: Dynamic Selection Among Modern Microarchitectural Policies
    2026/08/02 by Yanxin Zhang, Ian McDougall, Junnan Li +3
    Computer Science · #cs.AR