CVF/ECCV More Exploration, Less Exploitation (MELEX) 2024 Workshop

Date: 30 Septmber 2024

Location: Suite 2

Short name: W51

Computer vision methods are constantly being optimised with waves of exploration and exploitation. During exploration, exciting innovative ideas are proposed, but they have a hard time to get noticed because they do not necessarily beat the state-of-the-art (SOTA) resultsDuring exploitation, researchers tend to fine-tune high-performing approaches to beat the SOTA, where large efforts are needed to obtain relatively small gains


With the second CVF/ECCV More Exploration, Less Exploitation (MELEX) workshop we aim to publish papers in all areas of computer vision that propose explorative papers with innovative models, algorithms, and ideas that show competitive, but not necessarily the SOTA results in benchmarks.  


We call for unpublished innovative papers that have a history of being rejected by the main conferences because they did not achieve SOTA results. We are particularly interested in papers that have not been published, but are already receiving citations in arxiv.


Your submission must contain: 

1) manuscript (Paper format is the same as the one used for the main conference), 

2) single-page letter explaining the paper history in terms of submissions, scores and how the authors addressed the reviews. 


The submission may also contain supplementary material.


Submit your paper here


The accepted papers will be published in the ECCV proceedings.

Important Dates (tentative)


Paper submission deadline: 7 July 2024, 11:59 PM PST

Notification to authors: 7 August 2024

Camera-ready: 15 August 2024

Workshop: 30 September 2024

Invited Speakers

Program

09:00 - 09:05 Opening / Welcome

09:05 - 09:40 Vassia Simaiaki (25 mins + 10 mins Q&A) 

09:40 - 10:15 Prof. Björn Ommer (25 mins  + 10 mins Q&A)

10:15 - 10:30 A Spitting Image: Modular Superpixel Tokenization in Vision Transformers (10 mins + 5 mins Q&A)

10:30 - 11:00 Coffee Break (30 mins)

11:00 - 11:15 NIGHT - Non-Line-of-Sight Imaging from indirect Time of Flight data (10 mins + 5 mins Q&A)

11:15 - 11:50 Prof. Dima Damen (25 mins  + 10 mins Q&A)

11:50 - 12:25 Prof. William Freeman (25 mins  + 10 mins Q&A)

12:25 - 12:40 Self-accumulative Vision Transformer for Bone Age Assessment using the Sauvegrain Method (10 mins + 5 mins Q&A)

12:40 - 12:50 Closing / Recap

Accepted Papers

A Spitting Image: Modular Superpixel Tokenization in Vision Transformers
Marius Aasan, Odd Kolbjørnsen, Anne Schistad Solberg, Adín Ramírez Rivera 

NIGHT - Non-Line-of-Sight Imaging from indirect Time of Flight data
Matteo Caligiuri, Adriano Simonetto, Pietro Zanuttigh

Self-accumulative Vision Transformer for Bone Age Assessment using the Sauvegrain Method
Hong-Jun Choi, Dongbin Na, Kyungjin Cho, Byungk Bae, Seo Taek Kong, Hyunjoon Ahn, Sungchul Choi, Jaeyoung Kim

Organisers