Issam Laradji
ServiceNow (United States)(US)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Advanced Neural Network Applications, Stochastic Gradient Optimization Techniques, Topic Modeling
Most-Cited Works
- → Software defect prediction using ensemble learning on selected features(2014)377 cited
- → Where Are the Blobs: Counting by Localization with Point Supervision(2018)233 cited
- → Kubric: A scalable dataset generator(2022)173 cited
- → A Survey of Self-Supervised and Few-Shot Object Detection(2022)94 cited
- → Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection(2015)93 cited
- → Painless Stochastic Gradient: Interpolation, Line-Search, and\n Convergence Rates(2019)84 cited
- → Data Augmentation for Intent Classification with Off-the-shelf Large Language Models(2022)61 cited
- → Embedding Propagation: Smoother Manifold for Few-Shot Classification(2020)53 cited
- Online Fast Adaptation and Knowledge Accumulation (OSAKA): a New Approach to Continual Learning(2020)