GRAIL-V 2026 Thank you for joining us at CVPR 2026. Slides, award winners, accepted papers, and proceedings are now available.

Workshop Format

A half-day program confirmed for June 3, 2026 from 7:30 AM to 12:30 PM local time in Room 506, with invited talks, paper presentations, posters, and the industry panel "From Understanding to Action: Building the next AI frontier with Multimodal Agents, World Models, and Real-world Intelligence." The schedule below is the current program.

Accepted papers Speakers Organizers Program committee Reviewers

Confirmed program

June 3 Agenda

7:30 AM-12:30 PM Room 506 Half-day workshop
07:30 AM - 07:45 AM

Welcome & Opening Remarks

Organizing Committee

07:45 AM - 08:15 AM

Invited Talk 1

Dan Roth Dan Roth University of Pennsylvania / Oracle AI

AI for Data and Data for AI

Download slides PPTX
08:15 AM - 08:45 AM

Invited Talk 2

Kristen Grauman Kristen Grauman University of Texas at Austin

Grounding Temporal Reasoning in Video Evidence

08:45 AM - 09:00 AM

Coffee Break

Coffee available during this short break.

09:00 AM - 09:30 AM

Invited Talk 3

Scott Wen-Tau Yih Scott Wen-Tau Yih Meta

MetaCLIP: Open, Scalable Data Curation for Vision-Language Models

Download slides PDF
09:30 AM - 10:00 AM

Invited Talk 4

Mohit Bansal Mohit Bansal University of North Carolina at Chapel Hill

Long-Horizon Video Reasoning and Generation

10:00 AM - 11:00 AM

Coffee Break & Poster Session

Coffee available during this window.

Posters will be in Exhibit Hall A, boards 188-207.

11:00 AM - 11:15 AM

Paper Presentation

11:15 AM - 12:15 PM

Industry Panel

Sujith Ravi Sujith Ravi GVP, Oracle AI
Vijay Krishnan Vijay Krishnan Founder and CTO, Turing
Scott Wen-Tau Yih Scott Wen-Tau Yih Meta
Kenneth Marino Kenneth Marino University of Utah / Ex-DeepMind
Ming-Hsuan Yang Ming-Hsuan Yang UC Merced / DeepMind

From Understanding to Action: Building the next AI frontier with Multimodal Agents, World Models, and Real-world Intelligence

Moderated by Sujith Ravi with panelists Vijay Krishnan, Scott Wen-Tau Yih, Kenneth Marino, and Ming-Hsuan Yang.

12:15 PM - 12:30 PM

Thanks & Closing Remarks

Organizing Committee

In-person with hybrid support

Location

Room 506, Denver, USA. Confirmed workshop start: Jun 3, 2026 at 7:30 AM local time.

Hybrid plan

Hybrid participation follows CVPR guidance; details will be posted when available.

Registration

Registration is handled via CVPR. We will link the official registration page when it opens.

Accessibility

Reserved front-row seating, mic runners, captioning support.

Stay connected

General inquiries

Reach out to the organizers with questions about submissions, sponsorship, or program.

Email organizers See updates