Unmesh Kurup

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 19

Top Topics

Causal Inference

Pruning Algorithm

Top Venues

BuildSys@SenSys

Publications

Mohamed Yousef, Marcel Ackermann, Unmesh Kurup, Tom E. Bishop
No Shifted Augmentations (NSA): compact distributions for robust self-supervised Anomaly Detection. WACV (2023)
Mohamed Yousef, Marcel Ackermann, Unmesh Kurup, Tom E. Bishop
No Shifted Augmentations (NSA): compact distributions for robust self-supervised Anomaly Detection. CoRR (2022)
Sauptik Dhar, Javad Heydari, Samarth Tripathi, Unmesh Kurup, Mohak Shah
Evolving GANs: When Contradictions Turn into Compliance. CoRR (2021)
Sauptik Dhar, Junyao Guo, Jiayi (Jason) Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
A Survey of On-Device Machine Learning: An Algorithms and Learning Theory Perspective. ACM Trans. Internet Things 2 (3) (2021)
Samarth Tripathi, Jiayi Liu, Sauptik Dhar, Unmesh Kurup, Mohak Shah
Improving Model Training by Periodic Sampling over Weight Distributions. IEEE BigData (2020)
Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
Pruning Algorithms to Accelerate Convolutional Neural Networks for Edge Applications: A Survey. CoRR (2020)
Sauptik Dhar, Unmesh Kurup, Mohak Shah
Stabilizing Bi-Level Hyperparameter Optimization using Moreau-Yosida Regularization. CoRR (2020)
Junyao Guo, Unmesh Kurup, Mohak Shah
Is it Safe to Drive? An Overview of Factors, Metrics, and Datasets for Driveability Assessment in Autonomous Driving. IEEE Trans. Intell. Transp. Syst. 21 (8) (2020)
Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
Auptimizer - an Extensible, Open-Source Framework for Hyperparameter Tuning. IEEE BigData (2019)
Sauptik Dhar, Junyao Guo, Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
On-Device Machine Learning: An Algorithms and Learning Theory Perspective. CoRR (2019)
Samarth Tripathi, Jiayi Liu, Unmesh Kurup, Mohak Shah
Robust Neural Network Training using Periodic Sampling over Model Weights. CoRR (2019)
Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
Auptimizer - an Extensible, Open-Source Framework for Hyperparameter Tuning. CoRR (2019)
Junyao Guo, Unmesh Kurup, Mohak Shah
Is it Safe to Drive? An Overview of Factors, Challenges, and Datasets for Driveability Assessment in Autonomous Driving. CoRR (2018)
Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
Make (Nearly) Every Neural Network Better: Generating Neural Network Ensembles by Weight Parameter Resampling. CoRR (2018)
Jayanta K. Dutta, Jiayi Liu, Unmesh Kurup, Mohak Shah
Effective Building Block Design for Deep Convolutional Neural Networks using Search. CoRR (2018)
Pranjul Yadav, Unmesh Kurup, Mohak Shah
Structured Causal Inference for Rare Events: An Industrial Application to Analyze Heating-Cooling Device Failure. ICMLA (2017)
Seyed Hamid Mirebrahim, Mohammad Shokoohi-Yekta, Unmesh Kurup, Torsten Welfonder, Mohak Shah
A clustering-based rule-mining approach for monitoring long-term energy use and understanding system behavior. BuildSys@SenSys (2017)
Martha Ganser, Sauptik Dhar, Unmesh Kurup, Carlos Cunha, Aca Gacic
Patient Identification for Telehealth Programs. ICMLA (2015)
Martha Ganser, Sauptik Dhar, Unmesh Kurup, Carlos Cunha, Aca Gacic
A data-driven approach towards patient identification for telehealth programs. IEEE BigData (2015)
Unmesh Kurup, Christian Lebiere, Anthony Stentz, Martial Hebert
Using Expectations to Drive Cognitive Behavior. AAAI (2012)
Balakrishnan Chandrasekaran, Bonny Banerjee, Unmesh Kurup, Omkar Lele
Augmenting Cognitive Architectures to Support Diagrammatic Imagination. Top. Cogn. Sci. 3 (4) (2011)
Unmesh Kurup, Christian Lebiere, Anthony Stentz
Integrating Perception and Cognition for AGI. AGI (2011)
Unmesh Kurup, Perrin G. Bignoli, J. R. Scally, Nicholas L. Cassimatis
An architectural framework for complex cognition. Cogn. Syst. Res. 12 (3-4) (2011)
Unmesh Kurup, Nicholas L. Cassimatis
Integrating Constraint Satisfaction and Spatial Reasoning. AAAI (2010)
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
Reports of the AAAI 2009 Fall Symposia. AI Mag. 31 (1) (2010)
Nicholas L. Cassimatis, Perrin G. Bignoli, Magdalena D. Bugajska, Scott Dugas, Unmesh Kurup, Arthi Murugesan, Paul Bello
An Architecture for Adaptive Algorithmic Hybrids. IEEE Trans. Syst. Man Cybern. Part B 40 (3) (2010)
Unmesh Kurup, B. Chandrasekaran
Multi-modal Systems As Multi-representational Systems. AAAI Fall Symposium: Multi-Representational Architectures for Human-Level Intelligence (2009)
B. Chandrasekaran, Unmesh Kurup
A Bimodal Cognitive Architecture: Explorations in Architectural Explanation of Spatial Reasoning. AAAI Spring Symposium: Control Mechanisms for Spatial Knowledge Processing in Cognitive / Intelligent Systems (2007)
B. Chandrasekaran, Unmesh Kurup, Bonny Banerjee
A Diagrammatic Reasoning Architecture: Design, Implementation and Experiments. AAAI Spring Symposium: Reasoning with Mental and External Diagrams: Computational Modeling and Spatial Assistance (2005)
B. Chandrasekaran, Unmesh Kurup, Bonny Banerjee, John R. Josephson, Robert Winkler
An Architecture for Problem Solving with Diagrams. Diagrams (2004)