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

578 results for Foundation Models

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
Towards Workﬂows for the Use of AI Foundation Models in Visual Inspection Applications
- - Mattia Rigotti
  - Diego Antognini
  - et al.
- 2023
- EUROSTRUCT 2023
Large Language Model Evaluation on Financial Benchmarks
- - Bing Zhang
  - Mikio Takeuchi
  - et al.
- 2024
- ICAIF 2024
Geo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular Ultrasound
- - Yiming Chen
  - Niharika DSouza
  - et al.
- 2024
- MICCAI 2024