Title
Deep Learning-Based Out-of-distribution Source Code Data Identification: How Far Have We Gone? Van Nguyen Xingliang Yuan Tingmin Wu Surya Nepal M. Grobler Carsten Rudolph 42 1 0 09 Apr 2024
Lightweight Deep Learning for Resource-Constrained Environments: A Survey Hou-I Liu Marco Galindo Hongxia Xie Lai-Kuan Wong Hong-Han Shuai Yung-Hui Li Wen-Huang Cheng 55 48 0 08 Apr 2024
Weakly Supervised Deep Hyperspherical Quantization for Image Retrieval Jinpeng Wang Bin Chen Qiang Zhang Zaiqiao Meng Shangsong Liang Shutao Xia 51 12 0 07 Apr 2024
GNNBENCH: Fair and Productive Benchmarking for Single-GPU GNN System Yidong Gong Pradeep Kumar GNN 35 3 0 05 Apr 2024
Optimizing the Deployment of Tiny Transformers on Low-Power MCUs Victor J. B. Jung Alessio Burrello Moritz Scherer Francesco Conti Luca Benini 22 4 0 03 Apr 2024
A shared compilation stack for distributed-memory parallelism in stencil DSLs George Bisbas Anton Lydike Emilien Bauer Nick M. Brown Mathieu Fehr ... Gabriel Rodriguez-Canal Maurice Jamieson Paul H. J. Kelly Michel Steuwer Tobias Grosser 35 4 0 02 Apr 2024
Multi-Stage Multi-Modal Pre-Training for Automatic Speech Recognition Yash Jain David M. Chan Pranav Dheram Aparna Khare Olabanji Shonibare Venkatesh Ravichandran Shalini Ghosh 40 2 0 28 Mar 2024
Tiny Machine Learning: Progress and Futures Ji Lin Ligeng Zhu Wei-Ming Chen Wei-Chen Wang Song Han 44 51 0 28 Mar 2024
Masked Multi-Domain Network: Multi-Type and Multi-Scenario Conversion Rate Prediction with a Single Model Wentao Ouyang Xiuwu Zhang Chao Guo Shukui Ren Yupei Sui ... Jinmei Luo Yunfeng Chen Dongbo Xu Xiangzheng Liu Yanlong Du 19 3 0 26 Mar 2024
Leveraging Deep Learning and Xception Architecture for High-Accuracy MRI Classification in Alzheimer Diagnosis Shaojie Li Haichen Qu Xinqi Dong Bo Dang Hengyi Zang Yulu Gong 37 10 0 24 Mar 2024
Parcae: Proactive, Liveput-Optimized DNN Training on Preemptible Instances Jiangfei Duan Ziang Song Xupeng Miao Xiaoli Xi Dahua Lin Harry Xu Minjia Zhang Zhihao Jia 44 10 0 21 Mar 2024
Recent Advances in 3D Gaussian Splatting Tong Wu Yu-Jie Yuan Ling-Xiao Zhang Jie Yang Yan-Pei Cao Ling-Qi Yan Lin Gao 3DGS 73 84 0 17 Mar 2024
JaxDecompiler: Redefining Gradient-Informed Software Design Pierrick Pochelu 19 0 0 14 Mar 2024
Moments of Clarity: Streamlining Latent Spaces in Machine Learning using Moment Pooling Rikab Gambhir Athis Osathapan Jesse Thaler 33 3 0 13 Mar 2024
Mondrian: On-Device High-Performance Video Analytics with Compressive Packed Inference Changmin Jeon Seonjun Kim Juheon Yi Youngki Lee 36 1 0 12 Mar 2024
Reconstructions of Jupiter's magnetic field using physics informed neural networks P. Livermore Leyuan Wu Longwei Chen Sjoerd A. L. Ridder 19 1 0 12 Mar 2024
Accelerating Sparse Tensor Decomposition Using Adaptive Linearized Representation Jan Laukemann Ahmed E. Helal S. I. G. Anderson Fabio Checconi Yongseok Soh Jesmin Jahan Tithi Teresa M. Ranadive Brian J Gravelle Fabrizio Petrini Jeewhan Choi 24 1 0 11 Mar 2024
Augmentations vs Algorithms: What Works in Self-Supervised Learning Warren Morningstar Alex Bijamov Chris Duvarney Luke Friedman N. Kalibhat ... Philip Mansfield Renan A. Rojas-Gomez Karan Singhal Bradley Green Sushant Prakash SSL 33 10 0 08 Mar 2024
Hyperspectral unmixing for Raman spectroscopy via physics-constrained autoencoders Dimitar Georgiev Álvaro Fernández-Galiana Simon Vilms Pedersen Georgios Papadopoulos Ruoxiao Xie Molly M. Stevens Mauricio Barahona 31 3 0 07 Mar 2024
A mechanism-driven reinforcement learning framework for shape optimization of airfoils Jingfeng Wang Guanghui Hu 23 1 0 07 Mar 2024
Quantum Mixed-State Self-Attention Network Fu Chen Qinglin Zhao Li Feng Chuangtao Chen Yangbin Lin Jianhong Lin 34 5 0 05 Mar 2024
PI-AstroDeconv: A Physics-Informed Unsupervised Learning Method for Astronomical Image Deconvolution Shulei Ni Yisheng Qiu Yunchun Chen Zihao Song Hao Chen Xuejian Jiang Huaxi Chen 19 1 0 04 Mar 2024
Shifted Interpolation for Differential Privacy Jinho Bok Weijie Su Jason M. Altschuler 20 8 0 01 Mar 2024
SoD $^2$ : Statically Optimizing Dynamic Deep Neural Network Wei Niu Gagan Agrawal Bin Ren 33 4 0 29 Feb 2024
Using AI libraries for Incompressible Computational Fluid Dynamics Boyang Chen C. Heaney Christopher C. Pain AI4CE 24 4 0 27 Feb 2024
Compass: A Decentralized Scheduler for Latency-Sensitive ML Workflows Yuting Yang Andrea Merlina Weijia Song Tiancheng Yuan Ken Birman Roman Vitenberg 46 0 0 27 Feb 2024
An Innovative Information Theory-based Approach to Tackle and Enhance The Transparency in Phishing Detection Van Nguyen Tingmin Wu Xingliang Yuan M. Grobler Surya Nepal Carsten Rudolph AAML 33 0 0 27 Feb 2024
Domain Embeddings for Generating Complex Descriptions of Concepts in Italian Language Alessandro Maisto 28 0 0 26 Feb 2024
Multimodal Sleep Apnea Detection with Missing or Noisy Modalities Hamed Fayyaz Abigail Strang N. S. D'Souza Rahmatollah Beheshti 22 0 0 24 Feb 2024
MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs Ziheng Jiang Haibin Lin Yinmin Zhong Qi Huang Yangrui Chen ... Zhe Li X. Jia Jia-jun Ye Xin Jin Xin Liu LRM 38 102 0 23 Feb 2024
Towards a Theoretical Understanding of Two-Stage Recommender Systems Amit Kumar Jaiswal 29 2 0 23 Feb 2024
Boosting gets full Attention for Relational Learning Mathieu Guillame-Bert Richard Nock LMTD 33 0 0 22 Feb 2024
Federated Learning on Transcriptomic Data: Model Quality and Performance Trade-Offs Anika Hannemann Jan Ewald Leo Seeger Erik Buchmann FedML 37 2 0 22 Feb 2024
Ensure Timeliness and Accuracy: A Novel Sliding Window Data Stream Paradigm for Live Streaming Recommendation Fengqi Liang Baigong Zheng Liqin Zhao Guorui Zhou Qian Wang Yanan Niu AI4TS 37 4 0 22 Feb 2024
AgentScope: A Flexible yet Robust Multi-Agent Platform Dawei Gao Zitao Li Xuchen Pan Weirui Kuang Zhijian Ma ... Chen Cheng Hongzhu Shi Yaliang Li Bolin Ding Jingren Zhou LLMAG 32 26 0 21 Feb 2024
Communication-Efficient Distributed Learning with Local Immediate Error Compensation Yifei Cheng Li Shen Linli Xu Xun Qian Shiwei Wu Yiming Zhou Tie Zhang Dacheng Tao Enhong Chen 37 0 0 19 Feb 2024
Machine Learning based Prediction of Ditching Loads Henning Schwarz Micha Überrück J. Zemke Thomas Rung MU AI4CE 13 1 0 16 Feb 2024
A novel integrated industrial approach with cobots in the age of industry 4.0 through conversational interaction and computer vision Andrea Pazienza Nicola Macchiarulo Felice Vitulano Antonio Fiorentini Marco Cammisa Leonardo Rigutini E. Iorio Achille Globo Antonio Trevisi 13 7 0 16 Feb 2024
DOF: Accelerating High-order Differential Operators with Forward Propagation Ruichen Li Chuwei Wang Haotian Ye Di He Liwei Wang AI4CE 24 2 0 15 Feb 2024
TinyCL: An Efficient Hardware Architecture for Continual Learning on Autonomous Systems Eugenio Ressa Alberto Marchisio Maurizio Martina Guido Masera Muhammad Shafique 37 0 0 15 Feb 2024
Exploring Federated Deep Learning for Standardising Naming Conventions in Radiotherapy Data Ali Haidar Daniel Al Mouiee F. Aly David Thwaites Lois Holloway 6 0 0 14 Feb 2024
Rethinking the Capacity of Graph Neural Networks for Branching Strategy Ziang Chen Jialin Liu Xiaohan Chen Xinshang Wang Wotao Yin 48 3 0 11 Feb 2024
YAMLE: Yet Another Machine Learning Environment Martin Ferianc Miguel R. D. Rodrigues VLM 11 3 0 09 Feb 2024
A Deep Reinforcement Learning Approach for Adaptive Traffic Routing in Next-gen Networks A. Abrol Purnima Murali Mohan Tram Truong-Huu 13 1 0 07 Feb 2024
AnthroScore: A Computational Linguistic Measure of Anthropomorphism Myra Cheng Kristina Gligorić Tiziano Piccardi Dan Jurafsky 42 12 0 03 Feb 2024
Scalable Higher-Order Tensor Product Spline Models David Rügamer 22 2 0 02 Feb 2024
opML: Optimistic Machine Learning on Blockchain KD Conway Cathie So Xiaohang Yu Kartin Wong 27 14 0 31 Jan 2024
Effective Multi-Stage Training Model For Edge Computing Devices In Intrusion Detection Thua Huynh Trong Thanh Nguyen Hoang 19 3 0 31 Jan 2024
Trainable Fixed-Point Quantization for Deep Learning Acceleration on FPGAs Dingyi Dai Yichi Zhang Jiahao Zhang Zhanqiu Hu Yaohui Cai Qi Sun Zhiru Zhang MQ 56 5 0 31 Jan 2024
Traffic estimation in unobserved network locations using data-driven macroscopic models Pablo Guarda Sean Qian 17 1 0 30 Jan 2024