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7 papers in the last four weeks, against 1 the four weeks before. 0.1% of all new papers.

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Latest papers 34

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On a Separate Note: Robust Score-Informed Note Separation with a Two-Stream TFC-TDF U-Net and Adaptive Set Ownership
Sep 24, 2026Benjamin Shiue-Hal Chou, Purvish Jajal, Nicholas John Eliopoulos +5Speech Separation Separation
Purdue University · Loyola University Chicago · University of Michigan
Statistical Models for Automatic Fingering-Annotated Piano Sheet Music Transcription
Sep 23, 2026Daniel Penner, Abram HindleMulti-Instrument Music Transcription Instrument
Department of Computing Science, University of Alberta, Edmonton, Alberta, Canada
Notes on Fourier-Bessel wavelets
Sep 22, 2026Marcel Venturotti, Georgios ExarchakisWavelets Fourier
Department of Computer Science, University of Bath.
A Note on Scaling in Randomly Rotated Quantization and Its Connection to the CDEF +1 Pythagorean Relation
Sep 8, 2026Uri ErezQuantized Scaling
School of Electrical Engineering Tel Aviv University Tel Aviv, Israel
CoVer: Conflict-Aware Claim Verification
Sep 1, 2026Shuning Zhang, Dai Shi, Bohao Chu +7Fact-Checking Notes
Tsinghua University · Tongji University · University of Duisburg-Essen +5
One note in three: a verified census of three deployed AI scribes, and the instrument that counted it
Aug 31, 2026Sebastian Fox, Luke Markham, Ryan Lail +1Clinician Trust Clinical Notes
Composo
Kathleen Remembers: Length-Invariant One-Shot Recall Without Attention
Aug 31, 2026George FountzoulasFactual Recall Recurrent Model
Department of Computer Engineering & Informatics Frederick University, Nicosia, Cyprus
The Announcement Carries the Cue: Markup, Boundaries, and the Notation of Pre-Training Corpora
Aug 10, 2026E. M. FreeburgText Corpora Structured Context
Independent Researcher
From Inline Notes to Collected Commentaries: Toward Context-Preserving Organization of Exegetical Knowledge in Classical Chinese Texts
Jul 31, 2026Ke Liang, Qi Su, Churen HuangNotes
Department of Language Science and Technology, The Hong Kong Polytechnic University · School of Foreign Languages; Institute for Artificial Intelligence; Research Center for Digital Humanities, Peking University
Notes to Self: Can LLMs Benefit from Experiential Abstractions?
Jul 22, 2026Chang Liu, Xinyu Li, Artur DubrawskiLLM Reasoning Strategies Reasoning Benchmark
Auton Lab, Carnegie Mellon University
Plainbook: Data Science, in Plain Language
Jul 7, 2026Luca de Alfaro, Mathis Aubert, Ranjit Jhala +2Python Reproducibility
University of California · Santa Cruz, California, USA · San Diego, California, USA +2
How Human Feedback Shapes AI-generated Community Notes
Jun 29, 2026Soham De, Isaac Slaughter, Jiawei Guo +4Human-Ai Collaboration Content Moderation
University of Washington
A Flexible Encoding Model for Non-Unique Note Alignments
Jun 26, 2026Suhit Chiruthapudi, Adam Štefunko, Silvan Peter +3Symbolic Music Generation Speech-To-Text Alignment
Institute of Computational Perception, Johannes Kepler University, Austria · Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics, Czech Republic
JupOtter: Cell-Level Bug Detection in Jupyter Notebooks
Jun 22, 2026Lukas Ottenhof, Thibaud LutellierBug Detection Notes
University of Alberta · Edmonton, AB, Canada · Camrose, AB, Canada
Velocity Prediction in Automatic Guitar Transcription
Jun 19, 2026Jackson Loth, Xavier Riley, Simon Dixon +1Multi-Instrument Music Transcription Transcription
Centre for Digital Music Queen Mary University of London, United Kingdom
Language Models as Interfaces, Not Oracles: A Hybrid LLM-ML System for Pediatric Appendicitis
Jun 17, 2026Soheyl Bateni, Maryam AbdolaliNotes Oracles
K. N. Toosi University of Technology, Tehran, Iran
Models Take Notes at Prefill: KV Cache Can Be Editable and Composable
Jun 14, 2026Bojie LiCache Key-Value Cache
Pine AI
Notes2Skills: From Lab Notebooks to Certainty-Aware Scientific Agent Skills
Jun 10, 2026Shi Liu, Jiayao Chen, Chengwei Qin +3Scientific Agents Scientific Workflows
Southern University of Science and Technology, Shenzhen, China · Shenzhen Loop Area Institute, Shenzhen, China · The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China +1
A Note on the Strategic Confinement Problem
Jun 7, 2026Christian Schroeder de WittData Leakage Notes
University of Oxford
A Note on Stability for Orthogonalized Matrix Momentum with Client Sampling
Jun 1, 2026Da Chang, Qiankun Shi, Lvgang Zhang +2Decentralized Optimization Optimal Sample Complexity
University of Chinese Academy of Sciences · Sun Yat-sen University · Southern University of Science and Technology +1
LP5X-PIM Sim: A High-Fidelity HW/SW Integrated Simulator for LPDDR5X-PIM
May 30, 2026SangHoon Cha, Jaewan Choi, Byeongho Kim +3Hardware Efficiency Nvidia Isaac Sim
Samsung Electronics, South Korea
Notation Matters: A Benchmark Study of Token-Optimized Formats in Agentic AI Systems
May 28, 2026Lorenz Kutschka, Bernhard GeigerAgentic Benchmarks Keyed Javascript Object Notation Record Yields
Know Center Research GmbH / Sandgasse 34, A-8010 Graz · Signal Processing and Speech Communication, Graz University of Technology / Inffeldgasse 16c, A-8010 Graz · Graz Center for Machine Learning // A-8010 Graz
UniNote: A Unified Embedding Model for Multimodal Representation and Ranking
May 28, 2026Jinghan Zhao, Wenwei Jin, Anqi Li +5Multimodal Retrieval Multimodal Representations
Xiaohongshu Beijing, China · Shanghai Jiao Tong University Shanghai, China · Huazhong University of Science and Technology Wuhan, Hubei, China +1
A note on convergence of Wasserstein policy optimization
May 21, 2026David Šiška, Yufei ZhangWasserstein Gradient Flows Convergence
School of Mathematics, University of Edinburgh, United Kingdom · Department of Mathematics, Imperial College London, United Kingdom
A Dataset for the Recognition of Historical and Handwritten Music Scores in Western Notation
May 18, 2026Pau Torras, Jiří Mayer, Carles Badal +7Multi-Instrument Music Transcription Symbolic Music Generation
Computer Vision Center, Barcelona, Spain · Institute of Formal and Applied Linguistics, Charles University, Prague, Czechia · Department of Arts and Musicology, Universitat Autònoma de Barcelona +2
Connections between the Föllmer process and the denoising diffusion probabilistic model
May 18, 2026Yuta KoikeStochastic Differential Equations Denoising Diffusion Probabilistic Model
*Graduate School of Mathematical Sciences, University of Tokyo · †CREST, Japan Science and Technology Agency
Systematic Evaluation of the Quality of Synthetic Clinical Notes Rephrased by LLMs at Million-Note Scale
May 18, 2026Jinghui Liu, Sarvesh Soni, Anthony NguyenInternational Classification Of Disease Coding Notes
Australian e-Health Research Centre, CSIRO, Australia · National Library of Medicine, National Institutes of Health, USA
A Note on Non-Negative $L_1$ -Approximating Polynomials
May 8, 2026Jane H. Lee, Anay Mehrotra, Manolis ZampetakisPolynomials Lipschitz Continuity
Yale University · Stanford University
A Short Note on Batch-efficient Divide-and-Conquer Algorithm for EigenDecomposition
Apr 30, 2026Yue SongSingular Value Decomposition Spectral Decomposition
College of AI, Tsinghua University, China
A Note on How to Remove the $\ln\ln T$ Term from the Squint Bound
Apr 29, 2026Francesco OrabonaLogarithmic Scaling Upper Bounds
King Abdullah University of Science and Technology (KAUST) · Thuwal, 23955-6900, Kingdom of Saudi Arabia
ONOTE: Benchmarking Omnimodal Notation Processing for Expert-level Music Intelligence
Apr 22, 2026Menghe Ma, Siqing Wei, Yuecheng Xing +5Music Structure Analysis Notes
Beijing University of Posts and Telecommunications Beijing, China · China Conservatory of Music Beijing, China · Nanyang Technological University Singapore, Singapore
A Note on TurboQuant and the Earlier DRIVE/EDEN Line of Work
Apr 20, 2026Ran Ben-Basat, Yaniv Ben-Itzhak, Gal Mendelson +3Gradient Quantization Notes
UCL and Broadcom · VMware Research by Broadcom · North Carolina State University +2
Clinical Note Bloat Reduction for Efficient LLM Use
Mar 21, 2026Jordan L. Cahoon, Chloe Stanwyck, Asad Aali +6Clinical Notes Electronic Health Records
Department of Biomedical Data Science, Stanford University, Stanford, CA · Department of Pathology, Stanford University, Stanford, CA · Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA +5
Privacy-Preserving Generation of Clinical Narratives from Medical Terminologies
Sep 13, 2025Yuping Wu, Viktor Schlegel, Warren Del-Pinto +11Clinical Notes Privacy-Preserving Framework
Univeristy of Manchester · Imperial College London, Imperial Global Singapore · Khoo Teck Puat Hospital, Singapore +2

Sep 24, 2026, cs.SDJ/K move · Enter open · S save

On a Separate Note: Robust Score-Informed Note Separation with a Two-Stream TFC-TDF U-Net and Adaptive Set Ownership

Benjamin Shiue-Hal Chou, Purvish Jajal, Nicholas John Eliopoulos, James C. Davis+4

Purdue University · Loyola University Chicago · University of Michigan

Speech Separation Separation Notes U-Net Discontinuous Gating

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Score-informed note separation seeks to extract the performed waveform of all individual notes, often from a polyphonic recording. Existing deep learning systems generally only target instrument-level stems. We present, to our knowledge, the first deep learning approach to score-informed note separation, NoteSep. NoteSep extracts the queried notes by applying an extraction stage model, NoteGrab, once per note. Conditioned on pitch, onset, and offset, NoteGrab separates harmonic and percussive components in two U-Nets linked by bidirectional cross-attention; selective harmonic gating suppresses lower-octave interference while preserving percussive attacks. Finally, a joint separation stage applies Adaptive Set Ownership (ASO) to compare concurrent NoteGrab estimates and reallocate mixture energy. We curate SCNS-Train (25,729 mixtures and 743,920 targets) for training and SCNS-Eval (16 instruments, disjoint scores and libraries) for evaluation. On SCNS-Eval, NoteSep reaches a median SI-SDR of 7.39~~dB, compared with 2.49~~dB for our strongest baseline. See the demo page at https://benschou.com/notesep.

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Latest papers 34