CVPR 2025 New Trends in Image Restoration and Enhancement (NTIRE) workshop and challenges

March 11th, 2025 Daniela Lopez de Luise
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CALL FOR PAPERS  & CALL FOR PARTICIPANTS IN 23 CHALLENGES
NTIRE: 10th New Trends in Image Restoration and Enhancement workshop and challenges.
In conjunction with CVPR 2025, June 11-12, Nashville, US.
TOPICS
● Image/video inpainting
● Image/video deblurring
● Image/video denoising
● Image/video upsampling and super-resolution
● Image/video filtering
● Image/video de-hazing, de-raining, de-snowing, etc.
● Demosaicing
● Image/video compression
● Removal of artifacts, shadows, glare and reflections, etc.
● Image/video enhancement: brightening, color adjustment, sharpening, etc.
● Style transfer
● Hyperspectral image restoration, enhancement, manipulation

● Underwater image restoration, enhancement, manipulation
● Light field image restoration, enhancement, manipulation
● Methods robust to changing weather conditions / adverse outdoor conditions
● Image/video restoration, enhancement, manipulation on constrained settings/mobile devices
● Visual domain translation
● Multimodal translation
● Perceptual enhancement
● Perceptual manipulation
● Depth estimation
● Image/video generation and hallucination
● Image/video quality assessment
● Image/video semantic segmentation
● Saliency and gaze estimation
● Studies and applications of the above.

SUBMISSION
A paper submission has to be in English, in pdf format, and at most 8 pages (excluding references) in CVPR style.
The review process is double blind.
Accepted and presented papers will be published after the conference in the 2025 CVPR Workshops Proceedings.

Author Kit: 
https://github.com/cvpr-org/author-kit/archive/refs/tags/CVPR2025-v3.1(latex).zip

WORKSHOP DATES
● Early & Regular Papers submission deadline: March 17, 2025 (EXTENDED)
● Challenge Papers submission deadline: April 1, 2025
● Papers reviewed elsewhere submission deadline: April 1, 2025


CHALLENGES

To learn more about the challenges, to participate in the challenges, and to access the data everybody is invited to check the NTIRE 2025 page:

CHALLENGES DATES

● Release of train data: January, 2025
● Competitions end: March 21?, 2025

SPEAKERS (TBA)
SPONSORS (TBA)
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Selected Papers will be Published in Springer’s Pattern Analysis and Applications journal

March 11th, 2025 Daniela Lopez de Luise
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We are thrilled to announce that selected papers will be published on IbPRIA 2025 Special Issue of Springer Pattern Analysis and Applications, which has been accepted! Authors are encouraged to submit high-quality contributions for a chance to be part of both the conference proceedings at LNCS and the PAA Special Issue. Submissions close on March 17th.


 IbPRIA 2025

 

30/Jun – 3/Jul – Coimbra, Portugal

 

Website: http://www.ibpria.org

IbPRIA is an international conference co-organized by the Portuguese APRP and Spanish AERFAI chapters of the IAPR International Association for Pattern Recognition, and it is technically endorsed by the IAPR.

 

IbPRIA consists of high-quality, previously unpublished papers, presented either orally or as a poster, intended to act as a forum for research groups, engineers and practitioners, to present recent results, algorithmic improvements and promising future directions in pattern recognition and image analysis.

 

All accepted papers will appear in the conference proceedings and will be published in Springer Lecture Notes in Computer Science Series. In addition, a short list of presented papers will be invited to submit extended versions for publication after revision in a journal to Springer Pattern Analysis and Applications. The best paper and best student paper awards will be invited to prepare extended versions to be considered for publication on another journal (to announce soon). The following awards will be given at IbPRIA 2025:

  • Best paper award (and additional honorable mention).
  • Best student paper award (and additional honorable mention).
  • APRP Ph.D. prize 2023-2024.
  • AERFAI Ph.D. prize 2023-2024.

 

Important Dates:

 

Submission of Papers

Feb 14th, 2025 Mar 17th, 2025

Submission of Tutorials proposals

Feb 14th, 2025 Mar 17th, 2025

Submission for Doctoral Consortium

May 12th, 2025

(extended abstracts)

Notification of acceptance (all)

Apr 28th, 2025

Camera-ready

May 12th, 2025

Early registration

May 12th, 2025

 

Topics of interest:

The conference is looking for new theoretical results, techniques, and main applications in any aspect of pattern recognition and image analysis, including but not restricted to:

 

▪ Pattern Recognition

▪ Special Hardware Architectures

▪ Image Analysis

▪ Image Coding and Processing

▪ Computer Vision

▪ Shape and Texture Analysis

▪ Biometrics and Human Computer Interaction

▪ Information Systems

▪ Statistical and Structural Pattern Recognition

▪ Multimedia Systems

▪ Machine Learning

▪ Speech Recognition

▪ Deep learning

▪ Artificial Intelligence

▪ Bioinformatics

▪ Industrial Applications of Pattern Recognition

▪ Computational biology

▪ Character and Text Recognition

▪ Medical and forensic applications of Pattern Recognition

▪ Biomedical Imaging

▪ Robotics

▪ Remote Sensing

 

 

Tutorials and Doctoral Consortium

IbPRIA 2025 is accepting proposals for high-quality and relevant Tutorials either for half-day (Jun 30th, 2025) or blocks of 2 hours. The topics to be considered are listed at the main conference webpage, but others will be also considered. Proposals shall be sent by email to ibpria25@isr.uc.pt until the appointed deadline (Mar 17th, 2025).

 

PhD students seeking for a dynamic and social environment with other PhD students in the topics of the conference, faculties and researchers, and willing for an opportunity to present their work in this environment, can submit extended abstracts of their work until the appointed deadline (May 12th, 2025) in the submission portal.

 

 

IbPRIA Committees and team:

General Co-Chairs

▪ Hélder Oliveira – APRP, INEST TEC, University of Porto, Portugal

▪ Joan Andreu Sánchez – AERFAI, Polytechnic University of Valencia, Spain

 

Local Chair

▪ Nuno Gonçalves – ISR, University of Coimbra, Portugal

 

Program Chairs

▪ Jorge Batista – ISR, University of Coimbra, Portugal

▪ Ana Maria Mendonça – University of Porto, Portugal

▪ Hugo Proença – University of Beira Interior, Portugal

▪ Petia Radeva – Universitat de Barcelona, Spain

   

Tutorial Chairs

▪ Bernardete Ribeiro – CISUC, University of Coimbra, Portugal

▪ Catarina Silva – CISUC, University of Coimbra, Portugal

 

Sponsors Chairs

▪ Paulo Peixoto – ISR, University of Coimbra, Portugal

▪ Ágata Lapedriza – Universitat Operta de Barcelona, Spain

 

Local Committee

▪ Paulo Peixoto – ISR, University of Coimbra, Portugal

▪ Paulo Menezes – ISR, University of Coimbra, Portugal

▪ Cristiano Premebida – ISR, University of Coimbra, Portugal

▪ Joel Arrais – CISUC, University of Coimbra, Portugal

▪ João Marcos – ISR, University of Coimbra, Portugal

 

Invited Speakers:

▪ António M. López – Autonomous Univ. Barcelona

▪ Christoph Busch – NTNU, Norway & HAD, Germany

▪ Luísa Proença – Portuguese Investigation Police (Polícia Judiciária)

▪ João Filipe Henriques – Univ. of Oxford

 

 

Venue:

The tutorials and the conference will be held at:

Quinta das Lágrimas Hotel

Rua António Augusto Gonçalves
3041-901 Coimbra

 

 

New York Times elects Coimbra in the 11th position on the 52 Places to Go in 2025. [Link]

Conference email: ibpria25@isr.uc.pt


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Deep Learning school @ Universite Cote d’Azur (France)

March 11th, 2025 Daniela Lopez de Luise
Registration is now open for the 7th Deep Learning School @UniCA. We have listened your recommendations by spreading the school over 2 weeks between June 23 and July 4: each week is organized with 2 days of tutorials on Mondays and Tuesdays, followed by 3 days of Master classes (with their dedicated labs).

This year's Master classes will be taught by prestigious AI Professors Stuart Russell (UC Berkley), Mihaela Van der Schaar (University of Cambridge), Dan Jurafsky (Stanford University), Yulan He (King's College London), Zeynep Akata (Technical University of Munich), with more to come.

Huggingface lead engineers, responsible for the Smol LM project and the recently published Ultra-Scale Playbook will detail all the algorithms and techniques involved to efficiently train LLMs.

They will address some of the most important topics of the moment: LLMs, Foundation models for vision and text, RLHF techniques, Ethical and equity issues around LLMs, Data-Centric AI for health…

During the 4 days of tutorials, we will teach you all the internal mechanisms des LLMs and supervise you in implementing your own LLM from Scratch.

Whether you work in engineering, research, are a deep learning specialist or are simply looking to familiarize yourself with these crucial methods at the heart of modern AI, this program is designed for you!

Full information and links to registrations: https://univ-cotedazur.eu/efelia-cote-dazur/summer-schools/deep-learning-school/deep-learning-school-2025

For more information, please contact us at: EFELIA.formation@univ-cotedazur.fr

Frederic Precioso, for the DLS@UniCA 2025 organization team

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CFP: Workshop on Workshop on Unmasking (Truly) Deepfakes located with IEEE CAI 2025: May 5-7, 2025 in Santa Clara, California, USA

March 11th, 2025 Daniela Lopez de Luise
IEEE Conference on Artificial Intelligence (IEEE CAI)

The IEEE Conference on Artificial Intelligence (IEEE CAI) is an international conference and exhibition with an emphasis on the applications of AI and key AI verticals that impact industrial technology applications and innovations. You’ll learn about new research and breakthroughs in the industry, gain insight into new start-ups and leading AI companies, grow your network, and get inspired by the brightest minds working in multi-faceted fields. Plan now to attend this highly anticipated spectacular event, taking place May 5-7, 2025, in Santa Clara, CA.

==== Workshop ====

CAI is a highly selective annual international conference that is organizing a workshop on the topic of deepfake detection. This is the first workshop in the field that aims to target deepfake of every possible modality, including text, audio, image, video, and document. We invite submissions for the workshop to explore, extend, and consolidate the interdisciplinary boundaries of this cutting-edge research direction.


==== Scope and Topics ====

The primary list of topics of interest includes, but not limited to:


  • Image/Video Deepfake Detection

  • Audio Deepfake Detection

  • Text Deepfake Detection

  • Document Deepfake Detection

  • Uni-Modal and Multi-Modal Approaches to Deepfake Generation and Detection

  • Document Liveness Detection

  • Novel and Fair Deepfake Datasets

  • Human Analysis in Detecting the Deepfakes

  • Fairness and Bias in Deepfake Detection

==== Submissions ====

Authors are invited to submit original and unpublished papers of six pages. Submissions are in the IEEE conference template provided by the IEEE CAI. Submission will be selected for either oral or poster presentation based on the reviews. Accepted and presented regular six-page paper submissions will be included in the conference proceedings published by IEEE Xplore after the conference.


DEADLINES AND WEBSITE:

Submission: March 10, 2025

Notification: March 25, 2025

Camera-Ready: March 31, 2025


Submission Link: https://easychair.org/my/conference?conf=cai2025 (Select the workshop for the submission)


For more information about submissions, visit the workshop webpage under 

https://sites.google.com/iiserb.ac.in/cai-udf/home 

https://idiap.ch/~kkotwal/cai.html 

==== Organizing committee ====


Dr. Akshay Agarwal (akagarwal@iiserb.ac.in)

Dr. Ketan Kotwal (ketank1@gmail.com)

Mr. Kartik Thakral (thakral.1@iitj.ac.in)

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ACM Multimedia 2025 [Submissions are now open!]

March 11th, 2025 Daniela Lopez de Luise
33rd ACM International Conference on Multimedia

Dublin, Ireland 27-31.10.2025


Website: https://acmmm2025.org/

ACM Multimedia is the leading international conference on multimedia research and applications, bringing together experts from academia and industry. It covers diverse topics such as video, VR/AR, haptics, audio, AI, and social data, emphasizing multimodal integration and innovative solutions with real-world impact. The conference fosters cutting-edge research in AI-driven multimedia, big data, and user experience, encouraging contributions from related fields like HCI, metaverse, and signal processing. ACM Multimedia 2025 will take place in Dublin, Ireland, alongside CBMI 2025 and MediaEval 2025. The event will feature a rich in-person program, including technical sessions, tutorials, panels, demos, workshops, and competitions like the Multimedia Grand Challenge and Open Source Software Competition. Contributions addressing challenges in healthcare, education, and entertainment are especially welcome. Join us in Dublin to explore the future of multimedia innovation.

Topics of Interest:

  • Multimedia in the Generative AI Era

    • Multimedia Foundation Models

    • Generative Multimedia

    • Social Aspects of Generative AI

  • Engaging Users with Multimedia

    • Emotional and Social Signals

    • Multimedia Search and Recommendation

    • Summarization, Analytics, and Storytelling

  • Experience

    • Interactions and Quality of Experience

    • Art and Culture

    • Multimedia Applications

  •  Multimedia Systems

    • Systems and Middleware

    • Transport and Delivery

    • Data Systems Management and Indexing

  • Multimedia Content Understanding

    • Multimodal Fusion

    • Vision and Language

    • Multimedia Interpretation

The conference invites research papers of varying lengths from 6 to 8 pages, plus additional pages for the reference pages; i.e., the reference page(s) are not counted towards the page limit of 6 to 8 pages. Please note that there is no longer a distinction between long and short papers, but the authors may themselves decide on the appropriate length of the paper. All papers will undergo the same review process and review period.

Submissions are now open! Submit your paper to Open Review:

https://openreview.net/group?id=acmmm.org/ACMMM/2025

Important Dates

Please note: The submission deadline is at 23:59 of the stated deadline date Anywhere on Earth.

  • Paper abstract deadline (firm deadline, no extension): 04.04.2025

  • Paper submission deadline: 11.04.2025

  • Notification: 04.07.2025

  • Camera-ready Submission: 03.08.2025

  • Conference dates: 27.10.2025 – 31.10.2025

Contacts:

For any questions, please contact the Technical Program Chairs: tpc@acmmm2025.org

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