Call for Participation: PBVS 2025 Multi-modal Aerial View Image Challenge – T

PBVS 2025 Multi-modal Aerial View Image Challenge – T (Translation)

The PBVS 2025 Multi-modal Aerial View Image Challenge – T invites researchers to advance the field of multi-modal image translation. This challenge focuses on developing high-quality image translation methods using a unique dataset of spatially aligned SAR-EO, EO-IR, and SAR-IR pairs. Participants will address the challenge of conditioned image generation, with results evaluated based on fidelity and perceptual similarity metrics.

Challenge Overview

The goal of the Translation track is to design a solution capable of producing high-quality and high-fidelity multi-modal image translations. Participants will leverage spatially aligned multi-modal data, with temporal alignment provided where possible. Evaluations will utilize established metrics, including L2 Norm, Frechet Inception Distance (FID), and Learned Perceptual Image Patch Similarity (LPIPS). Creativity and technical innovation are strongly encouraged, with top solutions judged on accuracy, novelty, and reproducibility.

Key Dates

  • 2025.01.19: Release of training data (inputs/outputs) and validation data (inputs only).
  • 2025.01.21: Validation server opens.
  • 2025.02.21: Final test data release (inputs only).
  • 2025.03.02: Deadline for test results, fact sheets, and code submissions.
  • 2025.03.04: Preliminary results and paper submission deadline.
  • 2025.06.11: PBVS Workshop at CVPR 2025, results, and award ceremony.

Awards and Opportunities

Top participants will receive awards for their solutions and will be invited to present their work at the 21st IEEE Workshop on Perception Beyond the Visible Spectrum (PBVS), held in conjunction with CVPR 2025. Winning teams are also encouraged to submit their methods as papers for workshop presentation.

Evaluation Metrics

  • L2 Norm: Measures pixel-level accuracy.
  • Frechet Inception Distance (FID): Assesses image quality and distribution similarity.
  • LPIPS: Evaluates perceptual similarity of generated images.

Submission Guidelines

Participants are required to submit:

  1. Results of their translation methods for evaluation.
  2. Fact sheets detailing their approach and methodology.
  3. Code and executables to ensure reproducibility.

All submissions must adhere to the guidelines provided on the competition page.

Resources and Support

  • Scripts for reproducibility and evaluation will be provided.
  • For questions, participants can use the forum on the competition page or contact the organizers directly at mavoc.pbvs@gmail.com (Justice Wheelwright).

For full details, visit the competition page: PBVS 2025 Challenge – T (Translation).

This challenge is an opportunity to contribute to the advancement of multi-modal image translation methods and gain recognition at a premier conference in computer vision. We look forward to your participation.

SISAP 2025 – Call for Special Session Proposals

SISAP 2025 – Call for Special Session Proposals  [APOLOGIES FOR MULTIPLE POSTINGS]

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18th International Conference on Similarity Search and Applications, SISAP 2025 Reykjavik, Iceland, October 1-3, 2025

https://www.sisap.org/2025/

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Call for Special Sessions at SISAP 2025

Special sessions are mini-venues, each focusing on one state-of-the-art research direction within the field of similarity search and applications. Special session papers will supplement the regular research papers and be included in the proceedings of SISAP 2025, which will be published by Springer as a volume in the Lecture Notes in Computer Science (LNCS) series. Special sessions should generally be organized in a moderated panel format, typically led by one of the special session chairs, where the authors have reduced time to present their work, followed by an extensive Q&A session with the audience. It is expected that special session chairs attend the conference.

The panel format is a general guideline rather than a strict requirement. If a proposal envisages a different session format, we are open to such a submission and would negotiate it further.

Special Session Papers and Review Process

Normally, each special session will include four to five papers. Special session submissions may include vision/position papers, which will be evaluated based on the quality of the arguments and ideas proposed in the papers. In addition to invited papers, if any, the conference will also welcome open submissions to special sessions. In order to ensure high quality, all papers submitted to special sessions will be peer-reviewed through a strict review process, including papers solicited by the special session chairs. If a special session has many high-quality submissions, some of the submissions may potentially be moved to regular sessions; likewise relevant accepted submissions may be moved into special sessions. 

The review process will be coordinated with the regular technical program review process, as coordinated by the PC chairs. The organizers of each special session must provide two reviews per submitted/invited paper, while the regular program committee will provide another two reviews. The final decision on acceptance/rejection will be proposed by the special session chairs and approved by the SISAP 2025 program committee chairs. If special session chairs submit work to their own session, the review process for those papers must be managed by the SISAP 2025 program committee chairs.

Special session papers must follow the same guidelines as regular research papers with respect to restrictions on formatting, length, and will follow a double-blind review procedure. 

Special Session Proposal Submission Instructions

Special session proposals must be submitted by email to sisap2025@isti.cnr.it  by February 3, 2025. Proposals will be evaluated by SISAP 2025 general chairs and program committee chairs, based on the relevance to SISAP, qualification(s) of the organizer(s), proposal quality, and anticipated community interest in the topic/proposed potential papers. 

Please include the following information in your proposal:

  • Title (and preferably an acronym) of the proposed special session.

  • Name, affiliation, brief biography and contact information for each of the organizers.

  • A session abstract including significance justification and a brief overview of the state-of-the-art of the proposed special session topic. Note: The session abstract should be in a format that can be copied directly to the conference web-page to advertise the session.

  • List of solicited papers, if applicable, including for each paper: tentative title, author list, and preferably a short abstract; if session chairs anticipate submitting to their session, it is worth noting here as well.

  • Proposal for arrangement of the reviews from session organizers (e.g. list of reviewers for the special session).

  • Description of the session format (e.g. panel, technical talks, poster session).

  • Plans for advertising the special session (e.g. targeted distribution lists, projects, communities).

Important Dates for Special Session Proposals

Submission Deadline 3 February 2025

Notification of Acceptance 17 February 2025

Topics of Interest

Topics of interest to the SISAP community include (but are not limited to) the following:

  • Similarity

    • Similarity queries (k-NN, range, reverse NN, top-k, Approximate and/or precise solutions, etc.)

    • Similarity measures (for vectors, graphs, structures, time series, complex data, tensors, secondary similarity, etc.)

    • Similarity operations (joins, ranking, classification, categorization, filtering, etc.)

  • Scalability

    • Indexing and access methods for similarity-based processing

    • High-performance/large-scale similarity search (distributed, parallel, etc.)

    • Data management (transaction support, dynamic maintenance, etc.)

  • Theory

    • Models of similarity

    • Intrinsic dimensionality and Curse of dimensionality

    • Discriminability and contrast

    • Languages for similarity databases

    • Manifolds and subspaces

  • Analytics, Learning, Artificial Intelligence

    • Feature selection and extraction for similarity search

    • Representations learning for feature extraction

    • Visual analytics for similarity-based operations

    • Learning/adaptive similarity measures

    • Similarity in learning and mining

    • Merging/combining multiple similarity modalities

  • Evaluation

    • Evaluation techniques for similarity queries and operations

    • Cost models and analysis for similarity data processing

    • Performance studies and comparisons

    • Test collections and benchmarks

  • Applications

    • Multimedia retrieval systems

    • Dense retrieval

    • Vector databases

    • Similarity search in emerging data domains

    • Applications of similarity-based operations

    • Industrial applications and case studies

    • Similarity search cloud services

    • Security and privacy of in similarity search

    • Similarity for forensics and security

Extended deadline IWSDS2025 (Bilbao, Spain) – Spoken Dialogue Systems

LAST CFP (Extended Deadline): IWSDS’2025 15th International Workshop on Spoken Dialogue Systems Technology

May 27-30 2025, Bilbao (Spain)
Paper Title, Author, and Abstract Submission deadlineJanuary 17th, 2025
Paper Submission deadlineJanuary 25th, 2025
In exceptional circumstances, a specific deadline extension may be considered upon request via iwsds2025@gmail.com.
This year’s conference theme is: Conversational Systems for Emotional Support and Customer Assistance. We also include a new industrial track. And we have three outstanding keynote speakers confirmed: Kristiina Jokinen from Japan, Björn Schuller from Europe and Roberto Pieraccini from USA.
Topics
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We especially invite paper submissions on the following topics:

  • User engagement and emotion in dialogue systems
  • Proactive, anticipatory, or incremental interaction
  • Use of humor and metaphors in dialogue systems
  • Multimodal and situated dialogue systems
  • Companions and personal assistant dialogue systems
  • Educational and healthcare applications
  • Big data and large scale dialogue systems
  • Digital resources for interactive dialogue management
  • Domain transfer and adaptation techniques for dialogue systems
  • Dialogue systems for low-resource languages
  • Multilingual dialogue systems
  • Dialogue system evaluation
  • Machine learning for dialogue systems
  • Interaction styles in dialogue systems
  • LLMs in task-oriented dialogue systems
  • LLMs for context tracking and management in dialogue systems
  • Ensuring safety and explainability in LLM-powered dialogue systems
  • Grounded, personalized and adaptive response generation in dialogue systems
  • Mitigating harmful, toxic, or biased language generation in dialogue systems
  • Large-scale, high-quality dialogue corpora collection, annotation, labeling and evaluation
  • Integration of AI-based consciousness and awareness capabilities on computational systems
  • Ethical considerations for AI-based conversational systems 

However, submissions are not limited to these topics and we encourage you to submit papers in all areas of natural language dialogue systems.
Submission
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Authors of all papers are requested to submit PDF files of their manuscripts using the IWSDS 2025 paper submission system: https://softconf.com/p/iwsds2025/
Details on the paper submission categories and document templates can be found in: https://sites.google.com/view/iwsds2025/calls/papers
Important Dates
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Paper Submission: 
Paper Title, Author, and Abstract Submission: January 12th, 2025
Paper Submission: January 19th, 2025
Conference: May 27-30, 2025

Organisers: Prof. M. Inés Torres, Dr. Yuki Matsuda,  Prof. Zoraida Callejas, Dr. Arantza del Pozo, Dr. Luis Fernando D’Haro

BPM 2025: Call for Research Papers


BPM 2025: Call for Research Papers
Seville, Spain
https://www.bpm2025seville.org/calls/research-papers/
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Key Dates
Paper Abstract submission: 4 March 2025
Paper submission: 11 March 2025
Notification to authors: 8 May 2025
Camera-ready submission: 13 June 2025
Deadlines correspond to Anywhere on Earth (AoE or UTC-12).

The International Conference on Business Process Management (BPM) is the premium forum for researchers and practitioners in the field of BPM. The conference embraces the interdisciplinary nature of BPM to its fullest extent. To this end, the conference explicitly seeks to bring together the finest research contributions and viewpoints from the fields of computer science, information systems engineering, and information systems management. The objective is to enhance or refine the existing portfolio of theories, methods, and tools for managing and improving business processes.

To accommodate the diversity of contributions, the BPM conference is structured into three tracks: Foundations, Engineering, and Management. Each track covers different phenomena of interest and research methods. Accordingly, each track has specific evaluation criteria, a separate track chair, and a dedicated program committee. The track chairs work together with the consolidation chair to align the tracks with each other.

Submitting author teams are advised to pay special attention to the typical audiences for the contributions from each of the tracks. This will help them to select the right track for their work and shape their work according to the expectations from that audience.

Track I: Foundations
Track I invites papers that have a foundational nature, that is a formal, mathematical, algorithmic, or conceptual nature. It focuses on (i) papers investigating the underlying principles of BPM, computational theories, formal methods and algorithms for modeling, automating, analyzing, and optimizing business processes; (ii) papers identifying novel problems, novel modeling languages, architectures and other concepts underlying process-aware information systems, as well as conceptual papers on frameworks, taxonomies, patterns and that investigate problems in the design of BPM systems.

As papers in this track are not expected to propose an immediate application in concrete business environments, empirical evaluation is not mandatory. Instead, determining factors will be their technical quality standards (e.g., sound formalization, rigorous research method, clear description of the problem tackled and positioning concerning state of the art, convincing argumentation and benefits of the contribution), and the degree to which the developed foundations lay out new ways of modeling, analyzing, and improving BPM systems.

You should send your paper to Track I if one or more of the following applies:

It provides foundational insights about principles and concepts of BPM.
It advances state-of-the-art in BPM through the investigation of formal methods and algorithms.
It identifies novel problems in BPM and contributes to their definition through languages, architectures, conceptual models, frameworks, patterns and taxonomies for BPM.
It demonstrates technical quality and shows how the developed foundations permit new ways of modeling or analyzing BPM systems.
It proposes conceptual contributions to the domain of BPM.
The typical audience for papers submitted to Track I are engineers who wish to build solutions on top of the presented formal methods and algorithms or the BPM community at large when it concerns new types of contributions.

Track II: Engineering
Track II invites papers that deal with engineering aspects of BPM research. The focus is on the development and investigation of artifacts and systems that aim to solve concrete problems in business environments. This track covers tools and techniques for process modeling, the enactment of process models as well as process monitoring and analytics (including process mining techniques). It includes the usage of such artifacts and systems in particular domains, such as digital health, smart mobility, logistics, or smart government. It also addresses aspects related to the interaction between processes and software infrastructure and services.

All papers in this track must include rigorous and reproducible empirical evaluations that demonstrate the merits of the artifact introduced. A self-critical discussion of limitations and threats to validity is expected. If the artifact is based on Artificial Intelligence (AI) techniques, the contribution cannot be a mere application of existing techniques. Instead, an adequate justification of the adaptations to the AI techniques required in the BPM context should be provided. Formalization of problems and solutions should be used if they add clarity or are beneficial in other ways.

You should send your paper to Track II if one or more of the following applies:

It proposes a significant contribution to BPM in the form of a novel artifact or system.
Its results are empirically evaluated in a rigorous and reproducible manner (reproducibility includes making the data, code and other relevant aspects of the evaluation available).
It reports on an artifact or system you designed, with a maturity of at least a prototype, i.e., it can be evaluated in an application context.
The typical audience for papers submitted to Track II are engineers who wish to analyze or further develop the artifact in question or analysts who wish to apply it in practice.

Track III: Management
Track III invites papers that focus on the empirical, socio-technical, cognitive, psychological, managerial and societal aspects of BPM. This includes all techniques, tools, and methods that are employed in and across organizations to better govern business processes. Research papers that are submitted to this track aim to advance our understanding of how process management (and mining) concepts, along with the underlying information systems can deliver business value.

In particular, we seek contributions that (1) propose novel organizational and technology-enabled modes of BPM, (2) advance our understanding of how organizations can develop process-oriented capabilities, or (3) examine the (cross-)organizational or managerial impact of novel BPM affordances as well as their context. Areas of interest include, but are not limited to, strategic alignment, governance, methods, information technology, people, and culture; as long as there is a significant link to business process management. Further, all levels of analysis (individual, team, organization, or ecosystem) are welcome.

Papers may use various research methodologies, including case study research, action research, experiments, focus group research, survey research, or design science research. Papers will be evaluated according to current management and information systems standards. These include an appropriate motivation and framing of the research study and methodology, rigorous application of the selected research method, convincing argumentation of design choices, positioning against state-of-the-art, and, wherever possible, demonstration of the findings’ applicability and evaluation of the results’ efficacy.

You should send your paper to Track III if one or more of the following applies:

It tackles an organizational or societal challenge from a process-oriented perspective.
It considers socio-technical aspects: technology, task, and people.
It extends the BPM body of knowledge to better contribute to process innovation, process-related digitalization, process analysis, and organizational routines.
It builds on and draws from real-world organizational endeavors in BPM.
The typical audience for papers submitted to Track II are managers and decision makers who wish to draw lessons from what is presented.

Diversity, Equity, and Inclusion
The BPM community is committed to the promotion of diversity, equity, and inclusion (DEI) in all aspects of our professional activities. We celebrate the diversity in our community and welcome everyone regardless of age, gender identity, race, ethnicity, socioeconomic background, country of origin, religion, sexual orientation, physical ability, education, and work experience. We encourage all participants to consider DEI in their writing, reviews, presentations, and all interactions related to the BPM conference.

Open Science Principles
The BPM conference encourages authors of research papers to follow the principles of transparency, reproducibility, and replicability. In particular, the conference supports the adoption of open data and open source principles and encourages authors to disclose (anonymized and curated) data in order to increase reproducibility and replicability.

The evaluation form for research papers will include an item explicitly asking reviewers if the research artifacts (e.g., prototypes, interview protocols, questionnaires) or the datasets (used in, or produced by, the empirical evaluation) reported in the paper are available in a suitable form. To this end, authors are asked to include in their manuscript links to private or public repositories where reviewers can find the research artifacts associated with the paper. This information may be included, for example, in a “Data availability” or “Reproducibility” subsection. This requirement does not apply to papers that neither involve an empirical study nor a prototype implementation.

Authors who prefer not to make their research artifacts and datasets accessible to the program committee are asked to comment in their submitted manuscript on why this is not possible, practical, or desirable. This statement may be deleted in the final version of the paper if it gets accepted. Possible reasons may involve privacy restrictions or non-disclosure agreements. While sharing research artifacts is not mandatory for submission or acceptance, the program committee members may use this information to inform their decision.

Authors are encouraged to make the used research artifacts and datasets accessible via public repositories (e.g., Zenodo, Figshare, GitHub, or institutional archives) under an open data license such as the CC0 dedication or the CC-BY 4.0 license. Making research artifacts and datasets available via cloud services such as Dropbox or Google Docs is undesirable given the volatility of the links produced by these services.

Those accepted papers that include research artifacts or datasets available on a publicly accessible archival repository with a DOI will be awarded with an “Artifacts Available” badge that will be included in the camera-ready version of the paper. The badge will follow the ACM’s artefacts guidelines. This means that the research artifacts or datasets publicly available need to be relevant to the study and add value beyond the text in the article, but they do not need to be complete in the sense of including all components relevant to the paper in question. With this badge the conference aims to support authors to provide more substantial supplements to their papers so future research can more effectively build on and compare with previous work.

Finally, authors are encouraged to self-archive their pre- and post-prints in open, preserved repositories, such as their institutional preprint repository, arXiv or other non-profit services, in line with Springer’s copyright agreement (see License to Publish form for LNCS, CCIS or LNBIP, §3)

Submission
Each paper must be submitted to exactly one track. Please use the track descriptions above to decide where to send your paper. Authors may contact track chairs for clarification. Papers must be formatted according to Springer’s LNCS formatting guidelines. Submissions must be in English and cannot exceed 16 pages including references and appendices. The title page must contain a short abstract clarifying the relation of the paper with the topics above. The paper must state the problem being addressed, the goal of the work, the results achieved, and the relation to other work.

Papers must be submitted electronically in PDF format via the BPM 2025 EasyChair submission site.

Submissions must be original contributions that have neither been published previously nor submitted to other conferences or journals while being submitted to BPM 2025.

Accepted papers will be included in the conference proceedings published by Springer in the Lecture Notes in Computer Science (LNCS) series. For each accepted paper, at least one author must register for the conference and present the paper. Authors of selected papers will be invited to submit an extended version to a special issue of the newly founded Springer journal Process Science.

Double-Blind Review
BPM 2025 reviews are double blind. Thus, neither reviewers nor authors should be able to identify each other. The first page, on which the paper body begins, should include the title, abstract and keywords, but not names or affiliations of the authors. Acknowledgments of funding or assistance should be omitted. Ensure that no information is included that would identify the authors or their affiliations (even in the PDF meta-data). Submissions should include references to all published literature relevant to the paper. When the authors’ previous work is relevant, we suggest using the third person. For example, say “Previously, in [4] the authors showed that…,” rather than “In our previous work [4] we showed that…”. If this is not feasible, the references should be blinded.

Supplementary material and code should also be anonymized (including, for instance, hardcoded paths or URLs that may give away login identifiers or institutions). To this end, there are tools like https://anonymous.4open.science/ that allows authors to anonymize GitHub repositories. Repositories like Zenodo and Figshare also offer options to share research artifacts anonymously.

Papers including information that allows the identification of authors may be rejected at the discretion of the PC chairs. A reviewer may be able to deduce the authors’ identities by using external resources, such as technical reports published on the web. The availability of information on the web that may allow reviewers to infer the authors’ identities does not constitute a breach of the double-blind submission policy. Reviewers are explicitly asked not to seek this information.

All identifying information can be added back to the final camera-ready version of accepted papers.

Awards
The BPM conference will recognize the best papers submitted to the conference with an award in two different categories:

Best paper award
Best student paper award
Papers eligible for the best student paper award are those whose contribution is carried out mainly by one or more (Ph.D.) student(s), although non-students (advisors, collaborators, etc.) may appear as authors as well. Student papers must be clearly marked as such in the EasyChair system when submitting the paper. Student papers must be presented at the conference by a student author to be eligible for the best student paper award.

Other than for the award, student papers are treated as any other paper in the review process.

BPM Forum
Papers that do not fully meet the quality criteria for the main conference, but make a significant contribution to the community, will be invited for presentation at the BPM Forum. Those papers make interesting contributions and will be published in full length in a separate post-proceedings volume in the Lecture Notes in Business Information Processing (LNBIP) series. They will be presented during the main conference. There will be no short papers.

Program Chairs
Hajo Reijers, Utrecht University, The Netherlands (Consolidation Chair)
Arik Senderovich, York University, Canada (Track Chair, Foundations Track)
Cristina Cabanillas, Universidad de Sevilla, Spain (Track Chair, Engineering Track)
Irene Vanderfeesten, KU Leuven, Belgium (Track Chair, Management Track)

Call for applications: Rising Stars in Plant Sciences 2025

Rising Stars in Plant Sciences 2025: Call for applications
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Molecular Plant | Plant Communications
Rising Stars in Plant Sciences 2025:Call for applications
Molecular Plant and Plant Communications initiated the Rising Stars in Plant Sciences (RSPS) award with the aim of recognizing excellent early-career plant scientists and encouraging new generations of scientists to conduct cutting-edge plant research that addresses grand challenges in global food, energy, health, and environmental issues.

Thirteen outstanding young plant scientists have been selected as RSPS winners in the past three years. Read our editorials from RSPS 2022, RSPS 2023, and RSPS 2024. We are pleased to announce that we are now accepting applications for Rising Stars in Plant Sciences 2025 (RSPS 2025). We warmly welcome all qualified applicants to submit their materials.

Submission deadline: March 31, 2025

Learn more

Molecular Plant is dedicated to publishing novel findings in plant biology, with a focus on cellular biology, physiology, biochemistry, molecular biology, genetics, development, plant-microbe interaction, genomics, bioinformatics, and molecular evolution.

  Learn more
  Submit your paper

Plant Communications is dedicated to publishing open access and high-quality research results addressing either fundamental or applied aspects of plant sciences.

  Learn more
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