2022 Data Science Research Round-Up: Highlighting ML, DL, NLP, & More

On the GELU Activation Function — What the hell is that?

Activation Functions in Deep Learning: A Comprehensive Survey and Benchmark

Machine Learning Operations (MLOps): Overview, Definition, and Architecture

Diffusion Models: A Comprehensive Survey of Methods and Applications

Cooperative Learning for Multiview Analysis

Efficient Methods for Natural Language Processing: A Survey

Pure Transformers are Powerful Graph Learners

Why do tree-based models still outperform deep learning on tabular data?

Measuring the Carbon Intensity of AI in Cloud Instances

YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis

Mitigating Neural Network Overconfidence with Logit Normalization

Pen and Paper Exercises in Machine Learning

Can CNNs Be More Robust Than Transformers?

OPT: Open Pre-trained Transformer Language Models

Deep Neural Networks and Tabular Data: A Survey

Learn more about data science research at ODSC West 2022

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