Abstract: 3D instance segmentation is a pivotal yet demanding problem in scene understanding and perception. Existing approaches still fall short of fully exploiting geometric and semantic cues, and ...

Abstract: Continual video instance segmentation (CVIS) requires the plasticity to absorb new categories while maintaining the stability to retain previously learned knowledge. Crucially, the model ...

Stop exporting data to external vector stores. Modern semantic search does not have to require a separate vector database. In this live webinar, you will see how to integrate Vertex AI and Cloud SQL ...

Google published a research paper about helping recommender systems understand what users mean when they interact with them. Their goal with this new approach is to overcome the limitations inherent ...

AWS Lambda Managed Instances is a new capability that allows customers to run AWS Lambda functions on their Amazon Elastic Compute Cloud (Amazon EC2) instances. According to the company, the new ...

Every data engineering team right now is being asked the same question: "How do we build a chatbot that talks to our data?" The prototypes are deceptively simple. A developer connects GPT-5.1 to a ...

Where Microsoft promises enterprises better understanding of their data for workers and autonomous agents alike, analysts fear deployment hurdles and vendor lock-in. With Fabric IQ, Microsoft is ...

For startups and established businesses, understanding the importance of segmentation is essential for the granular analysis of consumer demographics, behaviors, needs, and preferences. These insights ...