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Research papers | H2O.ai

Resources/Research papers

Research papers

Peer-reviewed research and technical reports from the H2O team, from open language models to computer vision and responsible AI.

All papers

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11 papers

August 13, 2026TabH2O: A Unified Foundation Model for Tabular Prediction (opens in a new tab)Pascal Pfeiffer, Dmitry Gordeev, Mathias Müller, Laura Fink, Joan Salvà Soler, Mark Landry, Branden Murray, Marcos V. Conde, Sri Satish Ambati · Arxiv October 17, 2024H2OVL-Mississippi Vision Language Models Technical Report (opens in a new tab)Shaikat Galib, Guanshuo Xu, Pascal Pfeiffer, Ryan Chesler, Mark Landry, Sri Satish Ambati · Technical Report October 2, 2024Model Validation Practice in Banking: A Structured Approach (opens in a new tab)Agus Sudjianto · Technical Report July 31, 2024Automatic Generation of Behavioral Test Cases For Natural Language Processing Using Clustering and Prompting (opens in a new tab)Agus Sudjianto et al. · Technical Report July 12, 2024H2O-Danube3 Technical Report (opens in a new tab)Pascal Pfeiffer, Philipp Singer, Yauhen Babakhin, Gabor Fodor, Sri Satish Ambati · Technical Report January 30, 2024H2O-Danube-1.8B Technical Report (opens in a new tab)Philipp Singer, Pascal Pfeiffer, Yauhen Babakhin, Gabor Fodor, Sri Satish Ambati · Technical Report December 6, 2023H2O Open Ecosystem for State-of-the-art Large Language Models (opens in a new tab)Arno Candel, Jon McKinney, Philipp Singer, Pascal Pfeiffer, Maximilian Jeblick, Chun Ming Lee, Marcos V. Conde · EMNLP Conference July 10, 2023Rapid Deforestation and Burned Area Detection using Deep Multimodal Learning on Satellite Imagery (opens in a new tab)Gabor Fodor, Marcos V. Conde · CVPR MultiEarth Workshop June 13, 2023h2oGPT: Democratizing Large Language Models (opens in a new tab)Arno Candel, Jon McKinney, Philipp Singer, Pascal Pfeiffer, Maximilian Jeblick, Prithvi Prabhu, Jeff Gambera, Mark Landry, Shivam Bansal, Ryan Chesler, Chun Ming Lee, Marcos V. Conde, Pasha Stetsenko, Olivier Grellier, SriSatish Ambati · Technical Report November 21, 2022A Brief Overview of AI Governance for Responsible Machine Learning Systems (opens in a new tab)Navdeep Gill, Abhishek Mathur, Marcos V. Conde · NeurIPS 2022 TSRML Workshop October 20, 2022General Image Descriptors for Open World Image Retrieval using ViT CLIP (opens in a new tab)Ivan Aerlic, Simon Jégou · ECCV 2022 Instance-Level Recognition Workshop

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