Full Papers
Research papers accepted for presentation, with some selected for oral presentation and others for poster sessions.
Computer Vision/CORE Unranked
LoViF 2026
The 1st Workshop on Low-Level Vision Frontiers with Generative AI, Preference Optimization and Agentic Systems@CVPR2026
Jun 03 2026Official workshop site Site reachable
LoViF 2026 is the first workshop at CVPR focused on low-level vision frontiers enhanced by generative AI, preference optimization, and agentic systems. It brings together researchers to explore how these advanced AI techniques are redefining tasks such as image enhancement, deblurring, video restoration, and quality assessment.
Key deadlines
Verified September 9, 2026Full paper
March 22, 2026
AoE
Workshop timeline
Submission and decisions
Full paperKey deadline
March 22, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Challenge Reports
Reports detailing methods and results from participants in official LoViF 2026 challenges.
Research areas in scope
01
Research Topics
Low-level vision with generative AIPreference optimization in vision modelsAgentic systems for vision tasksLow-light image enhancementImage deblurringVideo restorationImage quality assessmentGenerative image stitchingNeural rendering algorithm discoveryEfficient on-device LLMsMultimodal regression for quality scoringWeather removal in videosShadow removalFilm grain removalAnonymization in event streams
Policies worth checking twice
- Papers selected for oral presentation are marked with an 'Oral Presentation' badge.
- Challenge Reports are also presented orally.
- Accepted papers and challenge reports will be presented during the poster session if not selected for oral presentation.
- Electronic certificates will be issued to challenge award recipients after the workshop.
- Award recipients may contact organizers for corrections to name, affiliation, team name, or award title before certificate generation.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026