Vinod Nair

发表

Near Real-Time Service Monitoring Using High-Dimensional Time Series

Shwetabh Khanduja, Vinod Nair, S. Sundararajan, 2015, 2015 IEEE International Conference on Data Mining Workshop (ICDMW).

Automated Visual Surveillance Using Hidden Markov Models

Vinod Nair, James J. Clark, Vinod Nair, 2002 .

Learning a Hierarchical Monitoring System for Detecting and Diagnosing Service Issues

Shwetabh Khanduja, Vinod Nair, Ameya Raul, 2015, KDD.

Visual Object Recognition Using Generative Models of Images

Vinod Nair, Vinod Nair, 2010 .

An unsupervised, online learning framework for moving object detection

Vinod Nair, James J. Clark, 2004, CVPR 2004.

A joint learning framework for attribute models and object descriptions

Vinod Nair, Dhruv Kumar Mahajan, Sundararajan Sellamanickam, 2011, 2011 International Conference on Computer Vision.

An FPGA-Based People Detection System

Vinod Nair, James J. Clark, Pierre-Olivier Laprise, 2005, EURASIP J. Adv. Signal Process..

3D Object Recognition with Deep Belief Nets

Geoffrey E. Hinton, Vinod Nair, Vinod Nair, 2009, NIPS.

An unsupervised, online learning framework for moving object detection

Vinod Nair, James J. Clark, Vinod Nair, 2004, Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004..

Learning hierarchical similarity metrics

Vinod Nair, Dhruv Kumar Mahajan, Sundararajan Sellamanickam, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

Analysis-by-Synthesis by Learning to Invert Generative Black Boxes

Geoffrey E. Hinton, Vinod Nair, Joshua M. Susskind, 2008, ICANN.

Rectified Linear Units Improve Restricted Boltzmann Machines

Geoffrey E. Hinton, Vinod Nair, Vinod Nair, 2010, ICML.

Implicit Mixtures of Restricted Boltzmann Machines

Geoffrey E. Hinton, Vinod Nair, Vinod Nair, 2008, NIPS.

A Quantitative Evaluation Framework for Missing Value Imputation Algorithms pdf

Johannes Gehrke, Vinod Nair, S. Sathiya Keerthi, 2013, ArXiv.

Inferring Motor Programs from Images of Handwritten Digits

Geoffrey E. Hinton, Vinod Nair, Vinod Nair, 2005, NIPS.

A Structured Prediction Approach for Missing Value Imputation pdf

Vinod Nair, S. Sathiya Keerthi, Sundararajan Sellamanickam, 2013, ArXiv.

REGAL: Transfer Learning For Fast Optimization of Computation Graphs pdf

Vinod Nair, Pushmeet Kohli, Oriol Vinyals, 2019, ArXiv.

A unified approach to learning task-specific bit vector representations for fast nearest neighbor search

Vinod Nair, Dhruv Kumar Mahajan, Sundararajan Sellamanickam, 2012, WWW.

Polymers in transdermal drug delivery systems

Vinod Nair, R. Panchagnula, Sateesh Kandavilli, 2002 .

The Early Phagosomal Stage of Francisella tularensis Determines Optimal Phagosomal Escape and Francisella Pathogenicity Island Protein Expression

Vinod Nair, Jeffrey R. Barker, E. Fischer, 2008, Infection and Immunity.

Biopharmaceutic classification system: a scientific framework for pharmacokinetic optimization in drug research.

Vinod Nair, Rajesh Gandhi, Amit Jain, 2004, Current drug metabolism.

SQ109 Targets MmpL3, a Membrane Transporter of Trehalose Monomycolate Involved in Mycolic Acid Donation to the Cell Wall Core of Mycobacterium tuberculosis

Vinod Nair, David Alland, Elizabeth Fischer, 2012, Antimicrobial Agents and Chemotherapy.