Title
CloudEval-YAML: A Practical Benchmark for Cloud Configuration Generation Yifei Xu Yuning Chen Xumiao Zhang Xianshang Lin Pan Hu† ... Songwu Lu Wan Du Z. Mao Ennan Zhai Dennis Cai ALM 64 11 0 10 Nov 2023
CLIP-Motion: Learning Reward Functions for Robotic Actions Using Consecutive Observations Xuzhe Dang Stefan Edelkamp 171 4 0 06 Nov 2023
NeuroEvoBench: Benchmarking Evolutionary Optimizers for Deep Learning Applications Robert Tjarko Lange Yujin Tang Yingtao Tian ELM 76 3 0 04 Nov 2023
Early detection of inflammatory arthritis to improve referrals using multimodal machine learning from blood testing, semi-structured and unstructured patient records Bing Wang Weizi Li Anthony Bradlow Antoni T.Y. Chan Eghosa Bazuaye 20 0 0 30 Oct 2023
DGFN: Double Generative Flow Networks Elaine Lau Nikhil Vemgal Doina Precup Emmanuel Bengio AI4CE 89 8 0 30 Oct 2023
Peer-to-Peer Deep Learning for Beyond-5G IoT Srinivasa Pranav José M. F. Moura 70 3 0 29 Oct 2023
TabLib: A Dataset of 627M Tables with Context Gus Eggert Kevin Huo Mike Biven Justin Waugh LMTD 84 15 0 11 Oct 2023
Discovering Interpretable Physical Models using Symbolic Regression and Discrete Exterior Calculus Simone Manti Alessandro Lucantonio AI4CE 65 4 0 10 Oct 2023
Accelerating Monte Carlo Tree Search with Probability Tree State Abstraction Yangqing Fu Mingdong Sun Buqing Nie Yue Gao 90 3 0 10 Oct 2023
Collision Avoidance for Autonomous Surface Vessels using Novel Artificial Potential Fields Aditya Kailas Jadhav Anantha Raj Pandi A. Somayajula 18 12 0 09 Oct 2023
Distributed Evolution Strategies with Multi-Level Learning for Large-Scale Black-Box Optimization Qiqi Duan Chang Shao Guochen Zhou Minghan Zhang Qi Zhao Yuhui Shi 80 0 0 09 Oct 2023
Extract-Transform-Load for Video Streams Ferdinand Kossmann Ziniu Wu Eugenie Lai Nesime Tatbul Lei Cao Tim Kraska Samuel Madden 64 17 0 07 Oct 2023
HyMNet: a Multimodal Deep Learning System for Hypertension Classification using Fundus Photographs and Cardiometabolic Risk Factors Mohammed Baharoon Hessa Almatar Reema Alduhayan Tariq Aldebasi Badr O. Alahmadi Yahya Bokhari M. Alawad A. Almazroa Abdulrhman Aljouie 68 1 0 02 Oct 2023
FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things Samiul Alam Tuo Zhang Tiantian Feng Hui Shen Zhichao Cao ... JeongGil Ko Kiran Somasundaram Shrikanth S. Narayanan Salman Avestimehr Mi Zhang 117 11 0 29 Sep 2023
High Throughput Training of Deep Surrogates from Large Ensemble Runs Lucas Meyer M. Schouler R. Caulk Alejandro Ribés Bruno Raffin AI4CE 42 6 0 28 Sep 2023
Smooth Exact Gradient Descent Learning in Spiking Neural Networks Christian Klos Raoul-Martin Memmesheimer 143 7 0 25 Sep 2023
Improve Deep Forest with Learnable Layerwise Augmentation Policy Schedule Hongyu Zhu Sichu Liang Wentao Hu Fangqi Li Yali Yuan Shi-Lin Wang Guang Cheng 43 2 0 16 Sep 2023
Data-Juicer: A One-Stop Data Processing System for Large Language Models Daoyuan Chen Yilun Huang Zhijian Ma Hesen Chen Xuchen Pan ... Zhaoyang Liu Jinyang Gao Yaliang Li Bolin Ding Jingren Zhou SyDa VLM 105 42 0 05 Sep 2023
Objcache: An Elastic Filesystem over External Persistent Storage for Container Clusters Takeshi Yoshimura Tatsuhiro Chiba Sunyanan Choochotkaew Seetharami Seelam Hui-fang Wen Jonas Pfefferle 16 0 0 04 Sep 2023
Saturn: An Optimized Data System for Large Model Deep Learning Workloads Kabir Nagrecha Arun Kumar 110 6 0 03 Sep 2023
ReMAV: Reward Modeling of Autonomous Vehicles for Finding Likely Failure Events Aizaz Sharif D. Marijan AAML 44 0 0 28 Aug 2023
Optimizing Neural Network Scale for ECG Classification ByeongTak Lee Yong-Yeon Jo Joon-Myoung Kwon 107 1 0 24 Aug 2023
APACE: AlphaFold2 and advanced computing as a service for accelerated discovery in biophysics H. Park Parth Patel Roland Haas Eliu A. Huerta 63 5 0 15 Aug 2023
InTune: Reinforcement Learning-based Data Pipeline Optimization for Deep Recommendation Models Kabir Nagrecha Lingyi Liu P. Delgado Prasanna Padmanabhan OffRL AI4CE 82 6 0 13 Aug 2023
Scalability of Message Encoding Techniques for Continuous Communication Learned with Multi-Agent Reinforcement Learning Astrid Vanneste Thomas Somers Simon Vanneste Kevin Mets Tom De Schepper Siegfried Mercelis P. Hellinckx 46 0 0 09 Aug 2023
Dirigo: Self-scaling Stateful Actors For Serverless Real-time Data Processing Le Xu Divyanshu Saxena N. Yadwadkar Aditya Akella Indranil Gupta AI4CE 103 1 0 07 Aug 2023
Maximizing Success Rate of Payment Routing using Non-stationary Bandits A. Chaudhary Abhinav Rai Abhishek Gupta 25 2 0 02 Aug 2023
DPA Load Balancer: Load balancing for Data Parallel Actor-based systems Ziheng Wang Atem Aguer Amir Ziai MoE 34 0 0 02 Aug 2023
Shrink-Perturb Improves Architecture Mixing during Population Based Training for Neural Architecture Search A. Chebykin A. Dushatskiy Tanja Alderliesten Peter A. N. Bosman 86 1 0 28 Jul 2023
DyPP: Dynamic Parameter Prediction to Accelerate Convergence of Variational Quantum Algorithms Satwik Kundu Debarshi Kundu Swaroop Ghosh 72 0 0 23 Jul 2023
In-depth Analysis On Parallel Processing Patterns for High-Performance Dataframes Niranda Perera A. Sarker Mills Staylor G. V. Laszewski Kaiying Shan Supun Kamburugamuve Chathura Widanage V. Abeykoon Thejaka Amíla Kanewela Geoffrey C. Fox 23 5 0 03 Jul 2023
Thompson sampling for improved exploration in GFlowNets Jarrid Rector-Brooks Kanika Madan Moksh Jain Maksym Korablyov Cheng-Hao Liu Sarath Chandar Nikolay Malkin Yoshua Bengio 93 29 0 30 Jun 2023
Pollen: High-throughput Federated Learning Simulation via Resource-Aware Client Placement Lorenzo Sani Pedro Gusmão Alexandru Iacob Wanru Zhao Xinchi Qiu Yan Gao Javier Fernandez-Marques Nicholas D. Lane 62 0 0 30 Jun 2023
Leveraging Cross-Utterance Context For ASR Decoding Robert Flynn Anton Ragni 64 1 0 29 Jun 2023
SRL: Scaling Distributed Reinforcement Learning to Over Ten Thousand Cores Zhiyu Mei Wei Fu Jiaxuan Gao Guang Wang Huanchen Zhang Yi Wu OffRL LRM 68 6 0 29 Jun 2023
Mirage: Towards Low-interruption Services on Batch GPU Clusters with Reinforcement Learning Qi-Dong Ding Pengfei Zheng Shreyas Kudari Shivaram Venkataraman Zhao-jie Zhang VLM OffRL 47 3 0 25 Jun 2023
ScenarioNet: Open-Source Platform for Large-Scale Traffic Scenario Simulation and Modeling Quanyi Li Zhenghao Peng Lan Feng Zhizheng Liu Chenda Duan Wen-An Mo Bolei Zhou 129 48 0 21 Jun 2023
DFlow: Efficient Dataflow-based Invocation Workflow Execution for Function-as-a-Service Xiaoxiang Shi Chong Li Zijun Li Zihan Liu Dianmo Sheng Quan Chen Jingwen Leng Minyi Guo 50 1 0 19 Jun 2023
DeepMPR: Enhancing Opportunistic Routing in Wireless Networks through Multi-Agent Deep Reinforcement Learning Saeed Kaviani Bo Ryu Ejaz Ahmed Deokseong Kim Jae H. Kim Carrie Spiker Blake Harnden 69 3 0 16 Jun 2023
Learning to Predict Scene-Level Implicit 3D from Posed RGBD Data Nilesh Kulkarni Linyi Jin Justin Johnson David Fouhey 64 2 0 14 Jun 2023
Real-time whole-heart electromechanical simulations using Latent Neural Ordinary Differential Equations M. Salvador M. Strocchi Francesco Regazzoni Luca Dede' Steven Niederer A. Quarteroni AI4CE 33 3 0 08 Jun 2023
TorchRL: A data-driven decision-making library for PyTorch Albert Bou Matteo Bettini Sebastian Dittert Vikash Kumar Shagun Sodhani Xiaomeng Yang Gianni De Fabritiis Vincent Moens OffRL AI4CE 126 41 0 01 Jun 2023
Partially Personalized Federated Learning: Breaking the Curse of Data Heterogeneity Konstantin Mishchenko Rustem Islamov Eduard A. Gorbunov Samuel Horváth FedML 89 11 0 29 May 2023
Hierarchical Deep Counterfactual Regret Minimization Jiayu Chen Tian-Shing Lan Vaneet Aggarwal 71 3 0 27 May 2023
Batch Model Consolidation: A Multi-Task Model Consolidation Framework Iordanis Fostiropoulos Jiaye Zhu Laurent Itti MoMe CLL 54 3 0 25 May 2023
FedZero: Leveraging Renewable Excess Energy in Federated Learning Philipp Wiesner R. Khalili Dennis Grinwald Pratik Agrawal L. Thamsen O. Kao 87 17 0 24 May 2023
CLIP4STR: A Simple Baseline for Scene Text Recognition with Pre-trained Vision-Language Model Shuai Zhao Xiaohan Wang Linchao Zhu Yezhou Yang CLIP VLM 122 27 0 23 May 2023
Learning Diverse Risk Preferences in Population-based Self-play Y. Jiang Qihan Liu Xiaoteng Ma Chenghao Li Yiqin Yang Jun Yang Bin Liang Qianchuan Zhao 117 6 0 19 May 2023
Integrated Conflict Management for UAM with Strategic Demand Capacity Balancing and Learning-based Tactical Deconfliction Shulu Chen A. Evans Marc Brittain Peng Wei 58 18 0 17 May 2023
WeLayout: WeChat Layout Analysis System for the ICDAR 2023 Competition on Robust Layout Segmentation in Corporate Documents Mingliang Zhang Zhen Cao Juntao Liu Liqiang Niu Fandong Meng Jie Zhou 70 7 0 11 May 2023