Title
Overcoming Dimensional Factorization Limits in Discrete Diffusion Models through Quantum Joint Distribution Learning Chuangtao Chen Qinglin Zhao Mengchu Zhou Dusit Niyato Zhimin He Haozhen Situ DiffM 235 0 0 01 Jul 2025
Hierarchical Group-wise Ranking Framework for Recommendation Models Yachen Yan Liubo Li Ravi Choudhary 15 0 0 15 Jun 2025
PDCNet: a benchmark and general deep learning framework for activity prediction of peptide-drug conjugates Yun Liu Jintu Huang Y. Zhu Congrui Wen Yu Pang Ji-Quan Zhang Ling Wang AI4CE 7 0 0 15 Jun 2025
ANIRA: An Architecture for Neural Network Inference in Real-Time Audio Applications Valentin Ackva Fares Schulz 28 1 0 14 Jun 2025
Efficient Edge Deployment of Quantized YOLOv4-Tiny for Aerial Emergency Object Detection on Raspberry Pi 5 Sindhu Boddu Arindam Mukherjee 36 0 0 10 Jun 2025
PerfTracker: Online Performance Troubleshooting for Large-scale Model Training in Production Yu Guan Zhiyu Yin Haoyu Chen Sheng Cheng Chaojie Yang ... Hanyu Zhao Yong Li Wei Lin Dennis Cai Ennan Zhai LRM 39 0 0 10 Jun 2025
Training with Confidence: Catching Silent Errors in Deep Learning Training with Automated Proactive Checks Yuxuan Jiang Ziming Zhou Boyu Xu Beijie Liu Runhui Xu Peng Huang 22 0 0 06 Jun 2025
A projection-based framework for gradient-free and parallel learning Andreas Bergmeister Manish Krishan Lal Stefanie Jegelka S. Sra 58 0 0 06 Jun 2025
Diffusion-Based Hierarchical Graph Neural Networks for Simulating Nonlinear Solid Mechanics Tobias Würth Niklas Freymuth Gerhard Neumann Luise Kärger DiffM AI4CE 72 0 0 06 Jun 2025
A Novel Transformer-Based Method for Full Lower-Limb Joint Angles and Moments Prediction in Gait Using sEMG and IMU data Farshad Haghgoo Daryakenari Tara Farizeh 108 0 0 05 Jun 2025
Learning task-specific predictive models for scientific computing Jianyuan Yin Qianxiao Li 74 0 0 04 Jun 2025
pyMEAL: A Multi-Encoder Augmentation-Aware Learning for Robust and Generalizable Medical Image Translation Abdul-mojeed Olabisi Ilyas Adeleke Maradesa Jamal Banzi Jianpan Huang Henry K.F. Mak Kannie W.Y. Chan MedIm 25 0 0 30 May 2025
SG-Blend: Learning an Interpolation Between Improved Swish and GELU for Robust Neural Representations Gaurav Sarkar Jay Gala Subarna Tripathi 21 0 0 29 May 2025
DOPPLER: Dual-Policy Learning for Device Assignment in Asynchronous Dataflow Graphs Xinyu Yao Daniel Bourgeois Abhinav C. P. Jain Yuxin Tang Jiawen Yao Zhimin Ding Arlei Silva C. Jermaine OffRL 55 0 0 29 May 2025
A False Discovery Rate Control Method Using a Fully Connected Hidden Markov Random Field for Neuroimaging Data Taehyo Kim Qiran Jia Mony de Leon Hai Shu 30 0 0 27 May 2025
Multilingual Pretraining for Pixel Language Models Ilker Kesen Jonas F. Lotz Ingo Ziegler Phillip Rust Desmond Elliott MLLM VLM 77 0 0 27 May 2025
Fog Intelligence for Network Anomaly Detection Kai Yang Hui Ma Shaoyu Dou 44 15 0 27 May 2025
StandUp4AI: A New Multilingual Dataset for Humor Detection in Stand-up Comedy Videos Valentin Barriere Nahuel Gomez Leo Hemamou Sofia Callejas Brian Ravenet 14 0 0 24 May 2025
AllMetrics: A Unified Python Library for Standardized Metric Evaluation and Robust Data Validation in Machine Learning Morteza Alizadeh M. Oveisi Sonya Falahati Ghazal Mousavi Mohsen Alambardar Meybodi Somayeh Sadat Mehrnia Ilker Hacihaliloglu Arman Rahmim Mohammad R. Salmanpour 16 0 0 21 May 2025
Model-Independent Machine Learning Approach for Nanometric Axial Localization and Tracking Andrey Alexandrov Giovanni Acampora Giovanni De Lellis Antonia Di Crescenzo Chiara Errico Daria Morozova Valeri Tioukov Autilia Vittiello 22 0 0 20 May 2025
Machine Learning for Consistency Violation Faults Analysis Kamal Giri Amit Garu 18 0 0 20 May 2025
msf-CNN: Patch-based Multi-Stage Fusion with Convolutional Neural Networks for TinyML Zhaolan Huang Emmanuel Baccelli MQ 59 0 0 16 May 2025
Multilingual Machine Translation with Quantum Encoder Decoder Attention-based Convolutional Variational Circuits Subrit Dikshit Ritu Tiwari Priyank Jain 64 0 0 14 May 2025
Understanding Stragglers in Large Model Training Using What-if Analysis Jinkun Lin Ziheng Jiang Zuquan Song Sida Zhao Menghan Yu ... Shuguang Wang Yanghua Peng Xin Liu Aurojit Panda Jinyang Li 137 1 0 09 May 2025
PyRoki: A Modular Toolkit for Robot Kinematic Optimization Chung Min Kim Brent Yi Hongsuk Choi Yi Ma Ken Goldberg Angjoo Kanazawa 106 2 0 06 May 2025
PatchFuzz: Patch Fuzzing for JavaScript Engines Junjie Wang Yuhan Ma Xiaofei Xie Xiaoning Du Xinsong Zhang 96 0 0 01 May 2025
Efficient Data Valuation Approximation in Federated Learning: A Sampling-based Approach Shuyue Wei Yongxin Tong Zimu Zhou Tianran He Yi Xu FedML 64 0 0 23 Apr 2025
FIM: Frequency-Aware Multi-View Interest Modeling for Local-Life Service Recommendation Guoquan Wang Qiang Luo Weisong Hu Pengfei Yao Wencong Zeng Guorui Zhou Kun Gai AI4TS 138 0 0 23 Apr 2025
Is Intelligence the Right Direction in New OS Scheduling for Multiple Resources in Cloud Environments? Xinglei Dou Lei Liu Limin Xiao VLM 65 0 0 21 Apr 2025
Event2Vec: Processing neuromorphic events directly by representations in vector space Wei Fang Priyadarshini Panda AI4TS 29 0 0 21 Apr 2025
A computational framework for longitudinal medication adherence prediction in breast cancer survivors: A social cognitive theory based approach Navreet Kaur Manuel Gonzales IV Cristian Garcia Alcaraz Jiaqi Gong Kristen J. Wells Laura E. Barnes 47 0 0 20 Apr 2025
CSMF: Cascaded Selective Mask Fine-Tuning for Multi-Objective Embedding-Based Retrieval Hao Deng Haibo Xing Kanefumi Matsuyama Moyu Zhang Jinxin Hu Hong Wen Yu Zhang Xiaoyi Zeng Jing-Xuan Zhang 75 0 0 17 Apr 2025
Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Chaoyue Niu Yucheng Ding Junhui Lu Zhengxiang Huang Hang Zeng Yutong Dai Xuezhen Tu Chengfei Lv Fan Wu Guihai Chen 128 1 0 17 Apr 2025
Comparative Evaluation of Radiomics and Deep Learning Models for Disease Detection in Chest Radiography Zhijin He Alan B. McMillan LM&MA 86 0 0 16 Apr 2025
MSCCL++: Rethinking GPU Communication Abstractions for Cutting-edge AI Applications Aashaka Shah Abhinav Jangda Yangqiu Song Caio Rocha Changho Hwang ... Peng Cheng Qinghua Zhou Roshan Dathathri Saeed Maleki Ziyue Yang GNN 145 1 0 11 Apr 2025
Channel Estimation by Infinite Width Convolutional Networks Mohammed Mallik Guillaume Villemaud 119 0 0 11 Apr 2025
Speculative Automated Refactoring of Imperative Deep Learning Programs to Graph Execution Raffi Khatchadourian Tatiana Castro Vélez M. Bagherzadeh Nan Jia A. Raja 56 0 0 07 Apr 2025
Exploring energy consumption of AI frameworks on a 64-core RV64 Server CPU Giulio Malenza Francesco Targa Adriano Marques Garcia Marco Aldinucci Robert Birke 136 0 0 03 Apr 2025
Unsupervised Anomaly Detection in Multivariate Time Series across Heterogeneous Domains Vincent Jacob Y. Diao AI4TS 104 0 0 29 Mar 2025
LandMarkSystem Technical Report Zhenxiang Ma Zhenyu Yang Miao Tao Yuanzhen Zhou Zeyu He Yuchang Zhang Rong Fu Hengjie Li 3DGS 102 0 0 27 Mar 2025
Improvement Graph Convolution Collaborative Filtering with Weighted addition input Tin T. Tran V. Snasel GNN 159 3 0 27 Mar 2025
EquiNO: A Physics-Informed Neural Operator for Multiscale Simulations Hamidreza Eivazi Jendrik-Alexander Tröger Stefan H. A. Wittek Stefan Hartmann Andreas Rausch AI4CE 112 1 0 27 Mar 2025
PyGraph: Robust Compiler Support for CUDA Graphs in PyTorch Abhishek Ghosh Ajay Nayak Ashish Panwar Arkaprava Basu GNN 82 0 0 25 Mar 2025
Anomaly Detection Using Computer Vision: A Comparative Analysis of Class Distinction and Performance Metrics Md. Barkat Ullah Tusher Shartaz Khan Akash Amirul Islam Showmik 62 0 0 24 Mar 2025
Mist: Efficient Distributed Training of Large Language Models via Memory-Parallelism Co-Optimization Zhanda Zhu Christina Giannoula Muralidhar Andoorveedu Qidong Su Karttikeya Mangalam Bojian Zheng Gennady Pekhimenko VLM MoE 94 0 0 24 Mar 2025
Learning Beamforming Codebooks for Active Sensing with Reconfigurable Intelligent Surface Zhongze Zhang Wei Yu 60 0 0 24 Mar 2025
Fake Runs, Real Fixes -- Analyzing xPU Performance Through Simulation Ioannis Zarkadas Amanda Tomlinson Asaf Cidon Baris Kasikci Ofir Weisse 72 0 0 18 Mar 2025
BurTorch: Revisiting Training from First Principles by Coupling Autodiff, Math Optimization, and Systems Konstantin Burlachenko Peter Richtárik AI4CE 66 0 0 18 Mar 2025
Evaluating the Application of SOLID Principles in Modern AI Framework Architectures Jonesh Shrestha 125 0 0 18 Mar 2025
Securing Virtual Reality Experiences: Unveiling and Tackling Cybersickness Attacks with Explainable AI Ripan Kumar Kundu Matthew Denton Genova Mongalo Prasad Calyam K. A. Hoque AAML 84 0 0 17 Mar 2025