Computer Vision - IBM Research
Jun 26, 2025 · Modern computer vision systems have superhuman accuracy when it comes to image recognition and analysis, but they don’t really understand what they see. At IBM Research, we’re …
Machine Unlearning in Computer Vision: Foundations and Applications
Jun 17, 2024 · Within this tutorial, we will delve into the algorithmic foundations of MU methods, including techniques such as localization-informed unlearning, unlearning-focused finetuning, and …
IBM Research Israel | Academic Collaboration
Computer Vision Our research interests include learning with limited labels, cross-domain, self-supervised and multi-modal learning, and modern model architectures. We focus on innovative state …
A new way to generate synthetic data for pretraining computer vision ...
Jun 23, 2022 · A new way to generate synthetic data for pretraining computer vision models IBM's Task2Sim churns out synthetic images tailored for specific AI tasks to reduce the need for real data. …
Terramind: the new generative AI model for Earth observation
Apr 22, 2025 · TiM is a novel approach for computer vision models similar to chain-of-thought in language models. Empirical evidence demonstrates that TiM tuning can enhance the model …
Semiconductor SEM Image Defect Classification Using Supervised and …
May 5, 2025 · In recent years, deep learning computer vision algorithms have shown to be effective solutions for image-based inspection applications in industry. This work proposes application of …
Inspecto – Large Vision Model Inspection Service - IBM Research
Inspecto is an industry-research SaaS where this technology is prototyped and validated in collaboration with clients, before graduating into IBM products. Inspecto combines the use of LVMs, with advanced …
Visual Prompting - IBM Research
Visual Prompting is a paradigm shift in the field of computer vision: being able to build an accurate segmentation model in just a few seconds of work was unthinkable a few years ago. The benefit of …
Segmentation of subretinal and intraretinal fluid on OCT B-scans using ...
May 4, 2025 · Segmentation of subretinal and intraretinal fluid on OCT B-scans using an easily fine-tunable and deployable, visual-prompting based computer vision model for ARVO 2025 by Rui …
IBM Granite Vision tops the chart for small AI models
Jun 26, 2025 · The latest Granite vision model recently came in second on the OCRBench leaderboard, and is the best-performing small model on the chart.