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[1] arXiv:2509.15225 [cn-pdf, pdf]

Title: Lost in Translation? Vocabulary Alignment for Source-Free Domain Adaptation in Open-Vocabulary Semantic Segmentation Show Chinese title

Title: 翻译中的迷失？ 用于开放词汇语义分割的无源域适应词汇对齐

Silvio Mazzucco, Carl Persson, Mattia Segu, Pier Luigi Dovesi, Federico Tombari, Luc Van Gool, Matteo Poggi

Comments: BMVC 2025 - Project Page: https://thegoodailab.org/blog/vocalign - Code: https://github.com/Sisso16/VocAlign

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[2] arXiv:2509.15192 [cn-pdf, pdf]

Title: Channel Prediction under Network Distribution Shift Using Continual Learning-based Loss Regularization Show Chinese title

Title: 基于持续学习的损失正则化的网络分布偏移下的信道预测

Muhammad Ahmed Mohsin, Muhammad Umer, Ahsan Bilal, Muhammad Ibtsaam Qadir, Muhammad Ali Jamshed, Dean F. Hougen, John M. Cioffi

Comments: ICASSP 2026

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)

[3] arXiv:2509.15182 [cn-pdf, pdf]

Title: Conditional Prior-based Non-stationary Channel Estimation Using Accelerated Diffusion Models Show Chinese title

Title: 基于条件先验的非平稳信道估计使用加速扩散模型

Muhammad Ahmed Mohsin, Ahsan Bilal, Muhammad Umer, Asad Aali, Muhammad Ali Jamshed, Dean F. Hougen, John M. Cioffi

Comments: ICASSP 2026

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)

[4] arXiv:2509.15167 [cn-pdf, pdf]

Title: Semi-Supervised 3D Medical Segmentation from 2D Natural Images Pretrained Model Show Chinese title

Title: 从2D自然图像预训练模型进行半监督的3D医学分割

Pak-Hei Yeung, Jayroop Ramesh, Pengfei Lyu, Ana Namburete, Jagath Rajapakse

Comments: Machine Learning in Medical Imaging (MLMI) 2025 Oral

Subjects: Computer Vision and Pattern Recognition (cs.CV) ; Artificial Intelligence (cs.AI) ; Machine Learning (cs.LG)

[5] arXiv:2509.15160 [cn-pdf, pdf]

Title: An Evaluation-Centric Paradigm for Scientific Visualization Agents Show Chinese title

Title: 以评估为中心的科学可视化代理范式

Kuangshi Ai, Haichao Miao, Zhimin Li, Chaoli Wang, Shusen Liu

Journal-ref: 1st Workshop on GenAI, Agents, and the Future of VIS (IEEE VIS Conference 2025)

Subjects: Human-Computer Interaction (cs.HC) ; Computation and Language (cs.CL) ; Graphics (cs.GR)

[6] arXiv:2509.15157 [cn-pdf, pdf]

Title: Mind the Gap: Data Rewriting for Stable Off-Policy Supervised Fine-Tuning Show Chinese title

Title: 注意差距：稳定离策略监督微调的数据重写

Shiwan Zhao, Xuyang Zhao, Jiaming Zhou, Aobo Kong, Qicheng Li, Yong Qin

Subjects: Machine Learning (cs.LG) ; Computation and Language (cs.CL)

[7] arXiv:2509.15154 [cn-pdf, pdf]

Title: MedFact-R1: Towards Factual Medical Reasoning via Pseudo-Label Augmentation Show Chinese title

Title: MedFact-R1：通过伪标签增强实现事实性医学推理

Gengliang Li, Rongyu Chen, Bin Li, Linlin Yang, Guodong Ding

Comments: Tech report

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[8] arXiv:2509.15152 [cn-pdf, pdf]

Title: Asymptotic Study of In-context Learning with Random Transformers through Equivalent Models Show Chinese title

Title: 基于等效模型的上下文学习的渐近研究与随机变换器

Samet Demir, Zafer Dogan

Comments: MLSP 2025, 6 pages 2 figures

Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG)

[9] arXiv:2509.15151 [cn-pdf, pdf]

Title: Exploring How Audio Effects Alter Emotion with Foundation Models Show Chinese title

Title: 探索基础模型如何改变情感的音频效果

Stelios Katsis, Vassilis Lyberatos, Spyridon Kantarelis, Edmund Dervakos, Giorgos Stamou

Subjects: Sound (cs.SD) ; Artificial Intelligence (cs.AI)

[10] arXiv:2509.15147 [cn-pdf, pdf]

Title: Who to Trust? Aggregating Client Knowledge in Logit-Based Federated Learning Show Chinese title

Title: 谁可以信任？ 基于Logit的联邦学习中聚合客户端知识

Viktor Kovalchuk, Nikita Kotelevskii, Maxim Panov, Samuel Horváth, Martin Takáč

Subjects: Machine Learning (cs.LG)

[11] arXiv:2509.15141 [cn-pdf, pdf]

Title: Benefits of Online Tilted Empirical Risk Minimization: A Case Study of Outlier Detection and Robust Regression Show Chinese title

Title: 在线倾斜经验风险最小化的优点：异常值检测与稳健回归的案例研究

Yigit E. Yildirim, Samet Demir, Zafer Dogan

Comments: MLSP 2025, 6 pages, 3 figures

Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG)

[12] arXiv:2509.15140 [cn-pdf, pdf]

Title: FCPE: A Fast Context-based Pitch Estimation Model Show Chinese title

Title: FCPE：一种快速基于上下文的音高估计模型

Yuxin Luo, Ruoyi Zhang, Lu-Chuan Liu, Tianyu Li, Hangyu Liu

Comments: Under review

Subjects: Sound (cs.SD) ; Computation and Language (cs.CL)

[13] arXiv:2509.15136 [cn-pdf, pdf]

Title: Nonlinear Cooperative Salvo Guidance with Seeker-Limited Interceptors Show Chinese title

Title: 非线性协同齐射制导与导引头有限的拦截器

Lohitvel Gopikannan, Shashi Ranjan Kumar, Abhinav Sinha

Subjects: Systems and Control (eess.SY) ; Multiagent Systems (cs.MA) ; Robotics (cs.RO)

[14] arXiv:2509.15129 [cn-pdf, pdf]

Title: Doppler Radiance Field-Guided Antenna Selection for Improved Generalization in Multi-Antenna Wi-Fi-based Human Activity Recognition Show Chinese title

Title: 多普勒辐射场引导的天线选择用于多天线Wi-Fi人体活动识别中的泛化改进

Navid Hasanzadeh, Shahrokh Valaee

Subjects: Signal Processing (eess.SP) ; Computer Vision and Pattern Recognition (cs.CV)

[15] arXiv:2509.15127 [cn-pdf, pdf]

Title: Learning Rate Should Scale Inversely with High-Order Data Moments in High-Dimensional Online Independent Component Analysis Show Chinese title

Title: 学习率应在高维在线独立成分分析中与高阶数据矩成反比变化

M. Oguzhan Gultekin, Samet Demir, Zafer Dogan

Comments: MLSP 2025, 6 pages, 3 figures

Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG)

[16] arXiv:2509.15124 [cn-pdf, pdf]

Title: Learning Mechanistic Subtypes of Neurodegeneration with a Physics-Informed Variational Autoencoder Mixture Model Show Chinese title

Title: 用物理信息变分自编码器混合模型学习神经退行性机制亚型

Sanduni Pinnawala, Annabelle Hartanto, Ivor J. A. Simpson, Peter A. Wijeratne

Comments: 13 pages, 5 figures, accepted at SASHIMI workshop, MICCAI 2025

Subjects: Image and Video Processing (eess.IV) ; Computer Vision and Pattern Recognition (cs.CV) ; Machine Learning (cs.LG)

[17] arXiv:2509.15120 [cn-pdf, pdf]

Title: Efficient Conformal Prediction for Regression Models under Label Noise Show Chinese title

Title: 标签噪声下的回归模型高效共形预测

Yahav Cohen, Jacob Goldberger, Tom Tirer

Subjects: Machine Learning (cs.LG)

[18] arXiv:2509.15116 [cn-pdf, pdf]

Title: The mechanization of science illustrated by the Lean formalization of the multi-graded Proj construction Show Chinese title

Title: 科学的机械化通过多分级 Proj 构造的 Lean 形式化来说明

Arnaud Mayeux, Jujian Zhang

Comments: Short note

Subjects: Logic in Computer Science (cs.LO) ; Artificial Intelligence (cs.AI) ; Algebraic Geometry (math.AG)

[19] arXiv:2509.15099 [cn-pdf, pdf]

Title: Digital Twin-based Cooperative Autonomous Driving in Smart Intersections: A Multi-Agent Reinforcement Learning Approach Show Chinese title

Title: 基于数字孪生的智能交叉口协同自动驾驶：一种多智能体强化学习方法

Taoyuan Yu, Kui Wang, Zongdian Li, Tao Yu, Kei Sakaguchi, Walid Saad

Subjects: Systems and Control (eess.SY)

[20] arXiv:2509.15095 [cn-pdf, pdf]

Title: Listening, Imagining \& Refining: A Heuristic Optimized ASR Correction Framework with LLMs Show Chinese title

Title: 聆听、想象与优化：一种基于大语言模型的启发式自动语音识别纠正框架

Yutong Liu, Ziyue Zhang, Yongbin Yu, Xiangxiang Wang, Yuqing Cai, Nyima Tashi

Subjects: Audio and Speech Processing (eess.AS) ; Artificial Intelligence (cs.AI)

[21] arXiv:2509.15085 [cn-pdf, pdf]

Title: Real-Time Streaming Mel Vocoding with Generative Flow Matching Show Chinese title

Title: 基于生成流匹配的实时流式梅尔声码器

Simon Welker, Tal Peer, Timo Gerkmann

Comments: (C) 2025 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

Subjects: Audio and Speech Processing (eess.AS) ; Machine Learning (cs.LG) ; Sound (cs.SD) ; Signal Processing (eess.SP)

[22] arXiv:2509.15084 [cn-pdf, pdf]

Title: From Sea to System: Exploring User-Centered Explainable AI for Maritime Decision Support Show Chinese title

Title: 从海洋到系统：探索以用户为中心的可解释人工智能在海事决策支持中的应用

Doreen Jirak, Pieter Maes, Armeen Saroukanoff, Dirk van Rooy

Comments: Paper accepted at Human Learning and Decision-Making Workshop @ECML-PKDD Conference 2025, Porto, Portugal

Subjects: Artificial Intelligence (cs.AI) ; Computers and Society (cs.CY) ; Human-Computer Interaction (cs.HC)

[23] arXiv:2509.15083 [cn-pdf, pdf]

Title: Transplant-Ready? Evaluating AI Lung Segmentation Models in Candidates with Severe Lung Disease Show Chinese title

Title: 移植可用？ 评估严重肺部疾病患者中的AI肺分割模型

Jisoo Lee, Michael R. Harowicz, Yuwen Chen, Hanxue Gu, Isaac S. Alderete, Lin Li, Maciej A. Mazurowski, Matthew G. Hartwig

Comments: 24 pages

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[24] arXiv:2509.15072 [cn-pdf, pdf]

Title: Improving Internet Traffic Matrix Prediction via Time Series Clustering Show Chinese title

Title: 通过时间序列聚类改进互联网流量矩阵预测

Martha Cash, Alexander Wyglinski

Comments: Accepted to ICMLA 2025

Subjects: Machine Learning (cs.LG)

[25] arXiv:2509.15062 [cn-pdf, pdf]

Title: Energy-Constrained Navigation for Planetary Rovers under Hybrid RTG-Solar Power Show Chinese title

Title: 行星探测车在混合RTG-太阳能供电下的能量约束导航

Tianxin Hu, Weixiang Guo, Ruimeng Liu, Xinhang Xu, Rui Qian, Jinyu Chen, Shenghai Yuan, Lihua Xie

Subjects: Robotics (cs.RO)