Microsoft Research: Advancements in Graphics and Multimedia with AI

Microsoft Research: Advancements in Graphics and Multimedia with AI
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November 22, 2023

Graphics and Multimedia Research at Microsoft

This document outlines various research areas and publications within Microsoft Research focusing on Graphics and Multimedia. The content is organized to provide an overview of ongoing projects, recent publications, and available resources.

Key Research Areas:

Microsoft Research actively explores several facets of graphics and multimedia, including:

  • Artificial Intelligence (AI): Leveraging AI for various applications in graphics and multimedia, such as generative models, content creation, and intelligent systems.
  • Computer Vision: Developing algorithms and systems for understanding and processing visual information, including image and video analysis, object recognition, and scene understanding.
  • Graphics and Multimedia: Focusing on the creation, manipulation, and rendering of visual and auditory content, encompassing areas like real-time graphics, animation, and interactive media.
  • Human-Computer Interaction (HCI): Designing and evaluating user interfaces and experiences that facilitate natural and effective interaction with technology, often incorporating visual and multimedia elements.
  • Human Language Technologies (HLT): Advancing the understanding and generation of human language, which can be integrated with multimedia content for richer user experiences.
  • Security, Privacy & Cryptography: Ensuring the security and privacy of data and systems, which is crucial for multimedia content and user interactions.
  • Systems & Networking: Developing efficient and scalable systems and networks to support the demands of multimedia applications and data processing.

Featured Publications and Projects:

Several recent publications and projects highlight the cutting-edge work in this domain:

  • LLMR (Large Language Model for Mixed Reality): This repository contains code for the LLMR framework, enabling real-time creation of mixed reality experiences through language.
  • COLE: A Hierarchical Generation Framework for Multi-Layered and Editable Graphic Design: This publication introduces a novel framework for generating complex graphic designs with hierarchical structures, allowing for easy editing.
  • Research Focus: Week of November 22, 2023: This blog post summarizes recent advancements, including a deep-learning compiler for dynamic sparsity, tongue gesture recognition for VR/AR (Tongue Tap), ranking LLM-generated loop invariants for program verification, and assessing foundation models in single-cell biology.
  • CCEdit: A comprehensive generative video editing framework that balances controllability and creativity for AI-powered video manipulation.
  • TongueTap: Multimodal Tongue Gesture Recognition with Head-Worn Devices: This research explores using tongue gestures for interaction in VR/AR environments, leveraging head-worn devices.
  • Reality Distortion Room: A Study of User Locomotion Responses to Spatial Augmented Reality Effects: Investigates how users respond to spatial augmented reality effects, particularly concerning locomotion.
  • LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models: This work applies discrete diffusion models to enhance the generation of graphic layouts.
  • Undergraduate Research Internship – Computing: An opportunity for students to contribute to research in various fields, including AI, computer vision, and HCI.
  • Agent AI: Focuses on agent-based multimodal AI systems and their embodiment within specific environments for enhanced interactivity.
  • Collaborators: Gaming AI with Haiyan Zhang: A podcast episode discussing the role of AI in elevating gaming experiences, particularly with Xbox, and the potential of generative AI.

Content Filtering and Navigation:

The website provides tools to filter research content by:

  • Content Types: Publications, Videos, Projects, Blog posts, Researcher Tools, Events, Groups, Career Opportunities.
  • People: Researchers contributing to the field, with counts of their publications.
  • Labs: Specific Microsoft Research labs where the work is conducted (e.g., Redmond, Asia, Cambridge).
  • Published Date: Options to filter by date ranges (All dates, Past week, Past month, Past year, Custom range).

Key Takeaways:

  • Microsoft Research is at the forefront of AI and multimedia innovation.
  • A strong emphasis is placed on interdisciplinary research, combining AI, computer vision, HCI, and systems.
  • The content is well-organized, allowing users to easily find relevant publications, projects, and researchers.
  • The site provides various social media and subscription options for staying updated.

Image:

A prominent image showcases "Graphics and multimedia" with an illustration related to visual elements and technology.

Social Media and Engagement:

Links are provided to follow Microsoft Research on various platforms like X, Facebook, LinkedIn, YouTube, and Instagram, encouraging engagement and dissemination of research findings.

Footer Information:

The footer includes links to Microsoft products, consumer information, business solutions, developer resources, company information, privacy policies, and legal terms, providing a comprehensive view of Microsoft's offerings and commitments.

Tags:3D GraphicsAI for creativityAI for designAI in GraphicsAI researchAlgorithmsAugmented RealityComputer GraphicsComputer VisionData VisualizationDeep LearningEditable graphic designGenerative AIGesture recognitionGraphics generationHuman-Computer InteractionImage GenerationLayout generationMicrosoft ResearchMultimediaMultimodal AIReal-time RenderingSpatial computingVideo EditingVirtual Reality

Original article available at: https://www.microsoft.com/en-us/research/research-area/graphics-multimedia/?pg=4&lang=fr_ca%3Fpg%3D2