Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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Foundation Models

571 results for Foundation Models

Urban Heat Island Estimation with Machine Learning
- - Muaaz Bhamjee
  - Zaheed Gaffoor
  - et al.
- 2023
- DS-I Africa Consortium Meeting 2023
Physics-Constrained Deep Learning for Downscaling
- - Paula Harder
  - Venkatesh Ramesh
  - et al.
- 2023
- EGU 2023
Adapting Transfer Learning for Multiple Channels in Satellite Data Applications
- - Naomi Simumba
  - Michiaki Tatsubori
- 2023
- EGU 2023
Out-of-Distribution detection in dermatology using input perturbation and subset scanning
- - Hannah Kim
  - Girmaw Abebe Tadesse
  - et al.
- 2022
- ISBI 2022
FastFit: Fast and Effective Few-Shot Text Classification with a Multitude of Classes
- - Asaf Yehudai
  - Elron Bandel
- 2024
- NAACL 2024
LMdiff: A Visual Diff Tool to Compare Language Models
- - Hendrik Strobelt
  - Benjamin Hoover
  - et al.
- 2021
- EMNLP 2021
Probabilistic feature matching for fast scalable visual prompting
- - Thomas Frick
  - Cezary Skura
  - et al.
- 2024
- IJCAI 2024
LLM-powered GraphQL Generator for Data Retrieval
- - Balaji Ganesan
  - Sambit Ghosh
  - et al.
- 2024
- IJCAI 2024
Interactive Image Segmentation Guided by Visual Prompting
- - Thomas Frick
  - Cezary Skura
  - et al.
- 2024
- CVPR 2024
Visual-Text Prompting
- - Takayuki Katsuki
  - Haoxiang Qiu
  - et al.
- 2024
- JSAI 2024