Unmesh Kurup

30 papers A* 2A 1C 3Journal 16Unranked 8
YearRankTypeTitle / Venue / Authors
2023 A conf
No Shifted Augmentations (NSA): compact distributions for robust self-supervised Anomaly Detection.
WACV
Mohamed Yousef, Marcel Ackermann, Unmesh Kurup, Tom E. Bishop
2022 J jnl
No Shifted Augmentations (NSA): compact distributions for robust self-supervised Anomaly Detection.
CoRR
Mohamed Yousef, Marcel Ackermann, Unmesh Kurup, Tom E. Bishop
2021 J jnl
A Survey of On-Device Machine Learning: An Algorithms and Learning Theory Perspective.
ACM Trans. Internet Things
Sauptik Dhar, Junyao Guo, Jiayi (Jason) Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
2021 J jnl
Evolving GANs: When Contradictions Turn into Compliance.
CoRR
Sauptik Dhar, Javad Heydari, Samarth Tripathi, Unmesh Kurup, Mohak Shah
2020 — conf
Improving Model Training by Periodic Sampling over Weight Distributions.
IEEE BigData
Samarth Tripathi, Jiayi Liu, Sauptik Dhar, Unmesh Kurup, Mohak Shah
2020 J jnl
Is it Safe to Drive? An Overview of Factors, Metrics, and Datasets for Driveability Assessment in Autonomous Driving.
IEEE Trans. Intell. Transp. Syst.
Junyao Guo, Unmesh Kurup, Mohak Shah
2020 J jnl
Pruning Algorithms to Accelerate Convolutional Neural Networks for Edge Applications: A Survey.
CoRR
Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
2020 J jnl
Stabilizing Bi-Level Hyperparameter Optimization using Moreau-Yosida Regularization.
CoRR
Sauptik Dhar, Unmesh Kurup, Mohak Shah
2019 — conf
Auptimizer - an Extensible, Open-Source Framework for Hyperparameter Tuning.
IEEE BigData
Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
2019 J jnl
Auptimizer - an Extensible, Open-Source Framework for Hyperparameter Tuning.
CoRR
Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
2019 J jnl
On-Device Machine Learning: An Algorithms and Learning Theory Perspective.
CoRR
Sauptik Dhar, Junyao Guo, Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
2019 J jnl
Robust Neural Network Training using Periodic Sampling over Model Weights.
CoRR
Samarth Tripathi, Jiayi Liu, Unmesh Kurup, Mohak Shah
2018 J jnl
Effective Building Block Design for Deep Convolutional Neural Networks using Search.
CoRR
Jayanta K. Dutta, Jiayi Liu, Unmesh Kurup, Mohak Shah
2018 J jnl
Is it Safe to Drive? An Overview of Factors, Challenges, and Datasets for Driveability Assessment in Autonomous Driving.
CoRR
Junyao Guo, Unmesh Kurup, Mohak Shah
2018 J jnl
Make (Nearly) Every Neural Network Better: Generating Neural Network Ensembles by Weight Parameter Resampling.
CoRR
Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
2017 — conf
A clustering-based rule-mining approach for monitoring long-term energy use and understanding system behavior.
BuildSys
Seyed Hamid Mirebrahim, Mohammad Shokoohi-Yekta, Unmesh Kurup, Torsten Welfonder, Mohak Shah
2017 C conf
Structured Causal Inference for Rare Events: An Industrial Application to Analyze Heating-Cooling Device Failure.
ICMLA
Pranjul Yadav, Unmesh Kurup, Mohak Shah
2015 — conf
A data-driven approach towards patient identification for telehealth programs.
IEEE BigData
Martha Ganser, Sauptik Dhar, Unmesh Kurup, Carlos Cunha, Aca Gacic
2015 C conf
Patient Identification for Telehealth Programs.
ICMLA
Martha Ganser, Sauptik Dhar, Unmesh Kurup, Carlos Cunha, Aca Gacic
2012 A* conf
Using Expectations to Drive Cognitive Behavior.
AAAI
Unmesh Kurup, Christian Lebiere, Anthony Stentz, Martial Hebert
2011 J jnl
An architectural framework for complex cognition.
Cogn. Syst. Res.
Unmesh Kurup, Perrin G. Bignoli, Jonathan Richard Scally, Nicholas L. Cassimatis
2011 J jnl
Augmenting Cognitive Architectures to Support Diagrammatic Imagination.
Top. Cogn. Sci.
Balakrishnan Chandrasekaran, Bonny Banerjee, Unmesh Kurup, Omkar Lele
2011 — conf
Integrating Perception and Cognition for AGI.
AGI
Unmesh Kurup, Christian Lebiere, Anthony Stentz
2010 J jnl
An Architecture for Adaptive Algorithmic Hybrids.
IEEE Trans. Syst. Man Cybern. Part B
Nicholas L. Cassimatis, Perrin G. Bignoli, Magdalena D. Bugajska, Scott Dugas, Unmesh Kurup, Arthi Murugesan, Paul Bello
2010 A* conf
Integrating Constraint Satisfaction and Spatial Reasoning.
AAAI
Unmesh Kurup, Nicholas L. Cassimatis
2010 J jnl
Reports of the AAAI 2009 Fall Symposia.
AI Mag.
Roger Azevedo, Trevor J. M. Bench-Capon, Gautam Biswas, Ted Carmichael, Nancy L. Green, Mirsad Hadzikadic, Oluwasanmi Koyejo, Unmesh Kurup, Simon Parsons, Roberto Pirrone, Henry Prakken, Alexei V. Samsonovich, Donia Scott, Richard Souvenir
2009 — conf
Multi-modal Systems As Multi-representational Systems.
AAAI Fall Symposium: Multi-Representational Architectures for Human-Level Intelligence
Unmesh Kurup, B. Chandrasekaran
2007 — conf
A Bimodal Cognitive Architecture: Explorations in Architectural Explanation of Spatial Reasoning.
AAAI Spring Symposium: Control Mechanisms for Spatial Knowledge Processing in Cognitive / Intelligent Systems
B. Chandrasekaran, Unmesh Kurup
2005 — conf
A Diagrammatic Reasoning Architecture: Design, Implementation and Experiments.
AAAI Spring Symposium: Reasoning with Mental and External Diagrams: Computational Modeling and Spatial Assistance
B. Chandrasekaran, Unmesh Kurup, Bonny Banerjee
2004 C conf
An Architecture for Problem Solving with Diagrams.
Diagrams
B. Chandrasekaran, Unmesh Kurup, Bonny Banerjee, John R. Josephson, Robert Winkler