Kalyanmoy Deb

4 papers · 2020–2023 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

CVPR (2) ECCV (1) IJCAI (1)

Top co-authors

Vishnu Naresh Boddeti (4) Zhichao Lu (4) Erik Goodman (2) Wolfgang Banzhaf (2) Yashesh Dhebar (1) Shihua Huang (1) Ian Whalen (1)

Research topics

Deep Learning (3) Machine Learning (3) Optimization & Theory · Machine Learning (2) Techniques (2) Computer Vision (1) Analysis (1) Application Areas (1) Architectures (1) Learning Types (1) Optimization & Theory · Deep Learning (1) Processing (1)

Keywords

multi-objective optimization (2) neural architecture search (2) convolutional neural network (2) adversarial training (1) efficient computing (1) bayesian network (1) evolutionary algorithm (1) residual network (1) genetic algorithm (1) depthwise separable convolution (1) compound scaling (1) model compression (1) information multiplexing (1) adversarial robustness (1) model architecture (1)

Papers

Revisiting Residual Networks for Adversarial Robustness CVPR 2023 MUXConv: Information Multiplexing in Convolutional Neural Networks CVPR 2020 NSGA-Net: Neural Architecture Search using Multi-Objective Genetic Algorithm (Extended Abstract) IJCAI 2020 NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search ECCV 2020