The University of Southampton
×
Filter your search:
University of Southampton Institutional Repository

SURGE: Surprise-guided token reduction for efficient video understanding with VLMs

SURGE: Surprise-guided token reduction for efficient video understanding with VLMs
SURGE: Surprise-guided token reduction for efficient video understanding with VLMs
Tang, Chong
9409c6d1-69d2-4598-8b43-bbb7f51f6fe2
Ek, Sannara
8e360a97-fe58-4112-8aec-ac5b23e23dce
Koch, Dirk
01672695-7e45-4120-a66f-5239dc765851
Mullins, Robert
0e9c32c0-ba62-4236-827c-9c3d5bc97875
Weddell, Alex
3d8c4d63-19b1-4072-a779-84d487fd6f03
Chauhan, Jagmohan
831a12dc-6df9-40ea-8bb3-2c5da8882804
Tang, Chong
9409c6d1-69d2-4598-8b43-bbb7f51f6fe2
Ek, Sannara
8e360a97-fe58-4112-8aec-ac5b23e23dce
Koch, Dirk
01672695-7e45-4120-a66f-5239dc765851
Mullins, Robert
0e9c32c0-ba62-4236-827c-9c3d5bc97875
Weddell, Alex
3d8c4d63-19b1-4072-a779-84d487fd6f03
Chauhan, Jagmohan
831a12dc-6df9-40ea-8bb3-2c5da8882804

Tang, Chong, Ek, Sannara, Koch, Dirk, Mullins, Robert, Weddell, Alex and Chauhan, Jagmohan (2026) SURGE: Surprise-guided token reduction for efficient video understanding with VLMs. ICLR 20026, , Rio de Janeiro. 23 - 27 Apr 2026.

Record type: Conference or Workshop Item (Paper)
Text
593_SURGE_Surprise_Guided_Toke - Accepted Manuscript
Available under License University of Southampton Accepted Manuscript Licence.
Download (8MB)

More information

Published date: 23 April 2026
Venue - Dates: ICLR 20026, , Rio de Janeiro, 2026-04-23 - 2026-04-27
Learn more about the Smart Electronic Materials and Systems

Identifiers

Local EPrints ID: 511130
URI: http://eprints.soton.ac.uk/id/eprint/511130
PURE UUID: ee8d0fbb-6966-4cd7-90d6-11acce93719d
ORCID for Alex Weddell: ORCID iD orcid.org/0000-0002-6763-5460

Catalogue record

Date deposited: 05 May 2026 16:58
Last modified: 06 May 2026 01:40

Export record

Contributors

Author: Chong Tang
Author: Sannara Ek
Author: Dirk Koch
Author: Robert Mullins
Author: Alex Weddell ORCID iD
Author: Jagmohan Chauhan

Download statistics

Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.

View more statistics

Library staff additional information
Atom RSS 1.0 RSS 2.0

Contact ePrints Soton: eprints@soton.ac.uk

ePrints Soton supports OAI 2.0 with a base URL of http://eprints.soton.ac.uk/cgi/oai2

This repository has been built using EPrints software, developed at the University of Southampton, but available to everyone to use.

We use cookies to ensure that we give you the best experience on our website. If you continue without changing your settings, we will assume that you are happy to receive cookies on the University of Southampton website.

×