Full papers
Original research contributions with substantial technical content and results.
Machine Learning/CORE Unranked
MLSP 2026
IEEE International Workshop on Machine Learning for Signal Processing
The 2026 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2026) is a premier forum for researchers to present and discuss innovative machine learning techniques applied to signal processing problems. The workshop will be held in Atlanta, Georgia, USA, from September 28 to October 1, 2026, and welcomes contributions spanning theory, algorithms, and applications in signal processing and machine learning.
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Short papers
Concise presentations of novel ideas, preliminary results, or work in progress.
Research areas in scope
01
Topics
Machine learning for audio and speech processingDeep learning for image and video analysisSignal processing for biomedical applicationsTime-series analysis and forecastingReinforcement learning for control and decision-makingGraph neural networks and structured dataExplainable and interpretable machine learningOnline and adaptive learningEdge and embedded machine learningRobust and privacy-preserving learningGenerative models for signal synthesisLearning from non-stationary and streaming dataSignal processing for communications and radarApplications in robotics and autonomous systemsBenchmark datasets and evaluation methodologies
Policies worth checking twice
- All submissions must be anonymous for double-blind review.
- Papers must not exceed 6 pages for full papers and 4 pages for short papers, including references and figures.
- Papers must not be under review at any other conference or journal during MLSP 2026 submission.
- Authors may not submit substantially similar work to multiple tracks or venues simultaneously.
- Authors must include an AI-use statement in the paper if generative AI tools were used in its preparation.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Official workshop siteConference ProgramCall for PapersCall for TutorialsPaper Submission GuidelinesConference Venue
Last verified September 9, 2026