Title
Adiabatic replay for continual learning Alexander Krawczyk A. Gepperth 45 3 0 23 Mar 2023
Towards Better Dynamic Graph Learning: New Architecture and Unified Library Le Yu Leilei Sun Bowen Du Weifeng Lv AI4CE 29 99 0 23 Mar 2023
Towards A Visual Programming Tool to Create Deep Learning Models Tommaso Calò Luigi De Russis VLM 12 1 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 43 28 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 27 32 0 21 Mar 2023
Graph Kalman Filters Cesare Alippi Daniele Zambon 42 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 24 8 0 21 Mar 2023
Efficient Multi-stage Inference on Tabular Data Daniel S Johnson Igor L. Markov 35 0 0 21 Mar 2023
Feature-adjacent multi-fidelity physics-informed machine learning for partial differential equations Wenqian Chen P. Stinis OOD AI4CE 43 7 0 21 Mar 2023
MT-SNN: Enhance Spiking Neural Network with Multiple Thresholds Xiaoting Wang Yanxiang Zhang Yongzhen Zhang 41 5 0 20 Mar 2023
Quantile and moment neural networks for learning functionals of distributions X. Warin 26 2 0 20 Mar 2023
$Machine Learning Automated Approach for Enormous Synchrotron X-Ray Diffraction Data Interpretation$ Machine Learning Automated Approach for Enormous Synchrotron X-Ray Diffraction Data Interpretation Xiaodong Zhao Yixuan Luo Juejing Liu Wenjun Liu K. Rosso Xiaofeng Guo Tong Geng Ang Li X. Zhang AI4CE 33 6 0 20 Mar 2023
Going faster to see further: GPU-accelerated value iteration and simulation for perishable inventory control using JAX Joseph Farrington Kezhi Li Wai Keong Wong Martin Utley 20 1 0 19 Mar 2023
LNO: Laplace Neural Operator for Solving Differential Equations Qianying Cao S. Goswami George Karniadakis 28 45 0 19 Mar 2023
Learning Fractals by Gradient Descent Cheng-Hao Tu Hong-You Chen David Carlyn Wei-Lun Chao 28 2 0 14 Mar 2023
Fractional dynamics foster deep learning of COPD stage prediction Chenzhong Yin M. Udrescu Gaurav Gupta Mingxi Cheng Andrei Lihu L. Udrescu P. Bogdan D. Mannino S. Mihaicuta 34 26 0 13 Mar 2023
A Comprehensive Empirical Evaluation of Existing Word Embedding Approaches Obaidullah Zaland M. Abulaish Mohd Fazil 25 1 0 13 Mar 2023
Physics-driven machine learning models coupling PyTorch and Firedrake N. Bouziani David A. Ham AI4CE 30 3 0 13 Mar 2023
PDSketch: Integrated Planning Domain Programming and Learning Jiayuan Mao Tomás Lozano-Pérez J. Tenenbaum L. Kaelbling 34 3 0 09 Mar 2023
FaceChat: An Emotion-Aware Face-to-face Dialogue Framework Deema Alnuhait Qingyang Wu Zhou Yu 22 7 0 08 Mar 2023
RAF: Holistic Compilation for Deep Learning Model Training Cody Hao Yu Haozheng Fan Guangtai Huang Zhen Jia Yizhi Liu ... Yuan Zhou Haichen Shen Junru Shao Mu Li Yida Wang 23 3 0 08 Mar 2023
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 26 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 Bin Cui MoE 36 17 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 29 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 30 4 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 33 20 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 37 0 0 03 Mar 2023
End-to-End Speech Recognition: A Survey Rohit Prabhavalkar Takaaki Hori Tara N. Sainath Ralf Schluter Shinji Watanabe VLM 31 153 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 27 2 0 02 Mar 2023
EdgeServe: A Streaming System for Decentralized Model Serving Ted Shaowang Sanjay Krishnan 22 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 54 38 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 30 1 0 01 Mar 2023
pyribs: A Bare-Bones Python Library for Quality Diversity Optimization Bryon Tjanaka Matthew C. Fontaine David H. Lee Yulun Zhang Nivedit Reddy Balam N. Dennler Sujay S. Garlanka Nikitas Dimitri Klapsis Stefanos Nikolaidis 34 37 0 01 Mar 2023
Efficient Sensor Placement from Regression with Sparse Gaussian Processes in Continuous and Discrete Spaces Kalvik Jakkala Srinivas Akella 34 1 0 28 Feb 2023
Ultra-low Precision Multiplication-free Training for Deep Neural Networks Chang-Shu Liu Rui Zhang Xishan Zhang Yifan Hao Zidong Du Xingui Hu Ling Li Qi Guo MQ 37 1 0 28 Feb 2023
Full Stack Optimization of Transformer Inference: a Survey Sehoon Kim Coleman Hooper Thanakul Wattanawong Minwoo Kang Ruohan Yan ... Qijing Huang Kurt Keutzer Michael W. Mahoney Y. Shao A. Gholami MQ 41 102 0 27 Feb 2023
Autoencoders as Pattern Filters M. Andrecut 11 0 0 26 Feb 2023
EvoTorch: Scalable Evolutionary Computation in Python N. E. Toklu Timothy James Atkinson Vojtvech Micka Paweł Liskowski R. Srivastava 22 12 0 24 Feb 2023
Learning stiff chemical kinetics using extended deep neural operators S. Goswami Ameya Dilip Jagtap H. Babaee Bryan T. Susi George Karniadakis AI4CE 51 38 0 23 Feb 2023
SymX: Energy-based Simulation from Symbolic Expressions J. A. Fernández-fernández F. Löschner Lukas Westhofen Andreas Longva Jan Bender 20 6 0 22 Feb 2023
Recent Advancements in Deep Learning Applications and Methods for Autonomous Navigation: A Comprehensive Review Arman Asgharpoor Golroudbari M. Sabour 27 20 0 22 Feb 2023
Task-Oriented Prediction and Communication Co-Design for Haptic Communications Burak Kizilkaya Changyang She Guodong Zhao Muhammad Ali Imran 19 9 0 21 Feb 2023
CHA2: CHemistry Aware Convex Hull Autoencoder Towards Inverse Molecular Design M. S. Ghaemi Hang Hu A. Hu H. K. Ooi BDL 27 0 0 21 Feb 2023
Scalable Infomin Learning Yanzhi Chen Wei-Der Sun Yingzhen Li Adrian Weller 80 8 0 21 Feb 2023
Faster high-accuracy log-concave sampling via algorithmic warm starts Jason M. Altschuler Sinho Chewi 34 35 0 20 Feb 2023
Spatio-Temporal Momentum: Jointly Learning Time-Series and Cross-Sectional Strategies Wee Ling Tan Stephen J. Roberts S. Zohren AI4TS AIFin 27 10 0 20 Feb 2023
Fixflow: A Framework to Evaluate Fixed-point Arithmetic in Light-Weight CNN Inference Farhad Taheri Siavash Bayat Sarmadi H. Mosanaei-Boorani Reza Taheri MQ 23 1 0 19 Feb 2023
Improving Training Stability for Multitask Ranking Models in Recommender Systems Jiaxi Tang Yoel Drori Daryl Chang M. Sathiamoorthy Justin Gilmer Li Wei Xinyang Yi Lichan Hong Ed H. Chi 32 10 0 17 Feb 2023
Social Visual Behavior Analytics for Autism Therapy of Children Based on Automated Mutual Gaze Detection Zhang Guo Vuthea Chheang Jicheng Li Kenneth Barner Anjana Bhat R. Barmaki 30 4 0 16 Feb 2023
Auto-Parallelizing Large Models with Rhino: A Systematic Approach on Production AI Platform Shiwei Zhang Lansong Diao Siyu Wang Zongyan Cao Yiliang Gu Chang Si Ziji Shi Zhen Zheng Chuan Wu W. Lin AI4CE 32 4 0 16 Feb 2023