Title
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A differentiable programming framework for spin models T. S. Farias V. V. Schultz José C. M. Mombach Jonas Maziero 55 1 0 04 Apr 2023
Ideal Observer Computation by Use of Markov-Chain Monte Carlo with Generative Adversarial Networks Weimin Zhou Umberto Villa M. Anastasio 63 8 0 02 Apr 2023
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Learning Rate Schedules in the Presence of Distribution Shift Matthew Fahrbach Adel Javanmard Vahab Mirrokni Pratik Worah 76 7 0 27 Mar 2023
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A Heterogeneous Parallel Non-von Neumann Architecture System for Accurate and Efficient Machine Learning Molecular Dynamics Zhuoying Zhao Ziling Tan Pinghui Mo Xiaonan Wang Dan Zhao Xin Zhang Ming Tao Jie Liu 36 1 0 26 Mar 2023
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MuxFlow: Efficient and Safe GPU Sharing in Large-Scale Production Deep Learning Clusters Yihao Zhao Xin Liu Shufan Liu Xiang Li Yibo Zhu Gang Huang Xuanzhe Liu Xin Jin 101 11 0 24 Mar 2023
EdgeTran: Co-designing Transformers for Efficient Inference on Mobile Edge Platforms Shikhar Tuli N. Jha 76 3 0 24 Mar 2023
Scaled Quantization for the Vision Transformer Yangyang Chang G. E. Sobelman MQ 23 1 0 23 Mar 2023
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Towards A Visual Programming Tool to Create Deep Learning Models Tommaso Calò Luigi De Russis VLM 24 5 0 22 Mar 2023
LOKI: Large-scale Data Reconstruction Attack against Federated Learning through Model Manipulation Joshua C. Zhao Atul Sharma A. Elkordy Yahya H. Ezzeldin Salman Avestimehr S. Bagchi AAML FedML 79 34 0 21 Mar 2023
Viscoelastic Constitutive Artificial Neural Networks (vCANNs) $-$ a framework for data-driven anisotropic nonlinear finite viscoelasticity Kian P. Abdolazizi K. Linka C. Cyron 78 34 0 21 Mar 2023
Graph Kalman Filters Cesare Alippi Daniele Zambon 74 6 0 21 Mar 2023
Large-Scale Traffic Signal Control Using Constrained Network Partition and Adaptive Deep Reinforcement Learning Hankang Gu Shang Wang Xiaoguang Ma Dongyao Jia Guoqiang Mao Eng Gee Lim Cheuk Pong Ryan Wong 58 9 0 21 Mar 2023
Efficient Multi-stage Inference on Tabular Data Daniel S Johnson Igor L. Markov 60 0 0 21 Mar 2023
Feature-adjacent multi-fidelity physics-informed machine learning for partial differential equations Wenqian Chen P. Stinis OOD AI4CE 92 7 0 21 Mar 2023
MT-SNN: Enhance Spiking Neural Network with Multiple Thresholds Xiaoting Wang Yanxiang Zhang Yongzhen Zhang 91 6 0 20 Mar 2023
Quantile and moment neural networks for learning functionals of distributions X. Warin 53 2 0 20 Mar 2023
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Learning Fractals by Gradient Descent Cheng-Hao Tu Hong-You Chen David Carlyn Wei-Lun Chao 57 3 0 14 Mar 2023
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A Comprehensive Empirical Evaluation of Existing Word Embedding Approaches Obaidullah Zaland M. Abulaish Mohd Fazil 53 1 0 13 Mar 2023
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PDSketch: Integrated Planning Domain Programming and Learning Jiayuan Mao Tomás Lozano-Pérez J. Tenenbaum L. Kaelbling 82 3 0 09 Mar 2023
FaceChat: An Emotion-Aware Face-to-face Dialogue Framework Deema Alnuhait Qingyang Wu Zhou Yu 61 7 0 08 Mar 2023
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Advancing Direct Convolution using Convolution Slicing Optimization and ISA Extensions Victor Ferrari R. Sousa M. Pereira João P. L. De Carvalho J. N. Amaral José Moreira Guido Araujo 28 6 0 08 Mar 2023
Angel-PTM: A Scalable and Economical Large-scale Pre-training System in Tencent Xiaonan Nie Yi Liu Fangcheng Fu Jinbao Xue Dian Jiao Xupeng Miao Yangyu Tao Tengjiao Wang MoE 89 18 0 06 Mar 2023
Neuroevolutionary algorithms driven by neuron coverage metrics for semi-supervised classification Roberto Santana Ivan Hidalgo-Cenalmor Unai Garciarena A. Mendiburu Jose A. Lozano 93 2 0 05 Mar 2023
Understanding Bugs in Multi-Language Deep Learning Frameworks Zengyang Li Sicheng Wang Wenshuo Wang Peng Liang Ran Mo Bing Li 55 6 0 05 Mar 2023
Compressed Interaction Graph based Framework for Multi-behavior Recommendation Wei Guo Chang Meng Enming Yuan Zhicheng He Huifeng Guo ... Bo Chen Yaochen Hu Ruiming Tang Xiufeng Li Rui Zhang 76 21 0 04 Mar 2023
Ada-Grouper: Accelerating Pipeline Parallelism in Preempted Network by Adaptive Group-Scheduling for Micro-Batches Siyu Wang Zongyan Cao Chang Si Lansong Diao Jiamang Wang W. Lin 50 0 0 03 Mar 2023
End-to-End Speech Recognition: A Survey Rohit Prabhavalkar Takaaki Hori Tara N. Sainath Ralf Schluter Shinji Watanabe VLM 82 172 0 03 Mar 2023
NLP Workbench: Efficient and Extensible Integration of State-of-the-art Text Mining Tools Peiran Yao Matej Kosmajac Abeer Waheed Kostyantyn Guzhva Natalie Hervieux Denilson Barbosa 81 2 0 02 Mar 2023
EdgeServe: A Streaming System for Decentralized Model Serving Ted Shaowang Sanjay Krishnan 43 1 0 02 Mar 2023
Finding the right XAI method -- A Guide for the Evaluation and Ranking of Explainable AI Methods in Climate Science P. Bommer M. Kretschmer Anna Hedström Dilyara Bareeva Marina M.-C. Höhne 109 41 0 01 Mar 2023
audb -- Sharing and Versioning of Audio and Annotation Data in Python H. Wierstorf Johannes Wagner F. Eyben Felix Burkhardt Björn W. Schuller 70 1 0 01 Mar 2023