Title
End-to-end Differentiable Clustering with Associative Memories Bishwajit Saha Dmitry Krotov Mohammed J Zaki Parikshit Ram 67 7 0 05 Jun 2023
Proteus: Simulating the Performance of Distributed DNN Training Jiangfei Duan Xiuhong Li Ping Xu Xingcheng Zhang Shengen Yan Yun Liang Dahua Lin 128 10 0 04 Jun 2023
Collect-and-Distribute Transformer for 3D Point Cloud Analysis Haibo Qiu Baosheng Yu Dacheng Tao 3DPC ViT 104 7 0 02 Jun 2023
Adversarial Attack Based on Prediction-Correction Chen Wan Fangjun Huang AAML 62 4 0 02 Jun 2023
A New PHO-rmula for Improved Performance of Semi-Structured Networks David Rügamer 61 10 0 01 Jun 2023
Physics-informed machine learning of redox flow battery based on a two-dimensional unit cell model Wenqian Chen Yu-Hang Fu P. Stinis PINN 74 12 0 31 May 2023
Building Manufacturing Deep Learning Models with Minimal and Imbalanced Training Data Using Domain Adaptation and Data Augmentation A. Li Elisa Bertino Rih-Teng Wu Ting Wu 79 5 0 31 May 2023
Auto-Differentiation of Relational Computations for Very Large Scale Machine Learning Yu-Shuen Tang Zhimin Ding Dimitrije Jankov Binhang Yuan Daniel Bourgeois C. Jermaine BDL 107 6 0 31 May 2023
Global-QSGD: Practical Floatless Quantization for Distributed Learning with Theoretical Guarantees Jihao Xin Marco Canini Peter Richtárik Samuel Horváth 90 2 0 29 May 2023
ACETest: Automated Constraint Extraction for Testing Deep Learning Operators Jingyi Shi Yang Xiao Yuekang Li Yeting Li Dongsong Yu Chendong Yu Hui Su Jinan Xu Wei Huo AAML 71 18 0 29 May 2023
RASR2: The RWTH ASR Toolkit for Generic Sequence-to-sequence Speech Recognition Wei Zhou Eugen Beck Simon Berger Ralf Schluter Hermann Ney VLM 79 5 0 28 May 2023
OccCasNet: Occlusion-aware Cascade Cost Volume for Light Field Depth Estimation Wentao Chao Fuqing Duan Xuechun Wang Yingqian Wang Guanghui Wang 3DV 53 7 0 28 May 2023
Accelerating Text-to-Image Editing via Cache-Enabled Sparse Diffusion Inference Zihao Yu Haoyang Li Fangcheng Fu Xupeng Miao Tengjiao Wang DiffM 95 8 0 27 May 2023
Pruning Distorted Images in MNIST Handwritten Digits Amarnath R Vinay Kumar 42 1 0 26 May 2023
Confidence-Based Feature Imputation for Graphs with Partially Known Features Daeho Um Jiwoong Park Seulki Park Hawook Jeong DiffM 75 17 0 26 May 2023
Improved Multi-Scale Grid Rendering of Point Clouds for Radar Object Detection Networks Daniel Kohler Maurice Quach Michael Ulrich F. Meinl Bastian Bischoff H. Blume 3DPC 103 9 0 25 May 2023
Differentiable Clustering with Perturbed Spanning Forests Lawrence Stewart Francis R. Bach Felipe Llinares-López Quentin Berthet 101 11 0 25 May 2023
Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model Zirui Liu Guanchu Wang Shaochen Zhong Zhaozhuo Xu Daochen Zha ... Zhimeng Jiang Kaixiong Zhou Vipin Chaudhary Shuai Xu Helen Zhou 106 15 0 24 May 2023
The Evolution of Distributed Systems for Graph Neural Networks and their Origin in Graph Processing and Deep Learning: A Survey Jana Vatter R. Mayer Hans-Arno Jacobsen GNN AI4TS AI4CE 98 29 0 23 May 2023
Efficient Large-Scale Visual Representation Learning And Evaluation Eden Dolev A. Awad Denisa Roberts Zahra Ebrahimzadeh Marcin Mejran Vaibhav Malpani Mahir Yavuz 86 0 0 22 May 2023
A Generic Performance Model for Deep Learning in a Distributed Environment Tulasi Kavarakuntla Liangxiu Han H. Lloyd Annabel Latham Anthony Kleerekoper S. Akintoye 83 0 0 19 May 2023
TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series Alexander Nikitin Letizia Iannucci Samuel Kaski TTA SyDa AI4TS 112 14 0 19 May 2023
Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models Julien N. Siems Konstantin Ditschuneit Winfried Ripken Alma Lindborg Maximilian Schambach Johannes Otterbach Martin Genzel 90 6 0 19 May 2023
Tinto: Multisensor Benchmark for 3D Hyperspectral Point Cloud Segmentation in the Geosciences Ahmed J. Afifi Samuel T. Thiele Aldino Rizaldy S. Lorenz Pedram Ghamisi R. Tolosana-Delgado M. Kirsch R. Gloaguen M. Heizmann 3DPC 75 11 0 17 May 2023
Privacy Loss of Noisy Stochastic Gradient Descent Might Converge Even for Non-Convex Losses S. Asoodeh Mario Díaz 72 6 0 17 May 2023
Accelerating Communications in Federated Applications with Transparent Object Proxies J. G. Pauloski Valérie Hayot-Sasson Logan T. Ward Nathaniel Hudson Charlie Sabino Matt Baughman Kyle Chard Ian Foster 102 13 0 16 May 2023
GIFT: Graph-Induced Fine-Tuning for Multi-Party Conversation Understanding Jia-Chen Gu Zhen-Hua Ling Quan Liu Cong Liu Guoping Hu 92 10 0 16 May 2023
Transactional Python for Durable Machine Learning: Vision, Challenges, and Feasibility Supawit Chockchowwat Zhaoheng Li Yongjoo Park 46 4 0 15 May 2023
Trillion Dollar Words: A New Financial Dataset, Task & Market Analysis Agam Shah Suvan Paturi Sudheer Chava AIFin 54 51 0 13 May 2023
AMULET: Adaptive Matrix-Multiplication-Like Tasks Junyoung Kim Kenneth Ross Eric Sedlar Lukas Stadler 96 1 0 12 May 2023
COLA: Characterizing and Optimizing the Tail Latency for Safe Level-4 Autonomous Vehicle Systems Haolan Liu Zixuan Wang Jishen Zhao 62 1 0 11 May 2023
Physics-Informed Neural Networks for Discovering Localised Eigenstates in Disordered Media Liam Harcombe Quanling Deng 68 6 0 11 May 2023
Optimizing Memory Mapping Using Deep Reinforcement Learning Pengming Wang Mikita Sazanovich Berkin Ilbeyi P. Phothilimthana Manish Purohit ... R. Tung Paula Kurylowicz Kieran Milan Oriol Vinyals D. Mankowitz 76 4 0 11 May 2023
A Neural Emulator for Uncertainty Estimation of Fire Propagation Andrew Bolt Conrad Sanderson J. Dabrowski C. Huston Petra Kuhnert 65 3 0 10 May 2023
Technical Understanding from IML Hands-on Experience: A Study through a Public Event for Science Museum Visitors Wataru Kawabe Yuri Nakao Akihisa Shitara Yusuke Sugano 73 1 0 10 May 2023
A Systematic Literature Review on Hardware Reliability Assessment Methods for Deep Neural Networks Mohammad Hasan Ahmadilivani Mahdi Taheri J. Raik Masoud Daneshtalab M. Jenihhin 89 29 0 09 May 2023
Physics-informed neural network for seismic wave inversion in layered semi-infinite domain Pu Ren Chengping Rao Haoqin Sun Yang Liu PINN 78 5 0 09 May 2023
Flame: Simplifying Topology Extension in Federated Learning Harshit Daga Jae-Kwang Shin D. Garg Ada Gavrilovska Myungjin Lee Ramana Rao Kompella AI4CE 78 11 0 09 May 2023
Provable Identifiability of Two-Layer ReLU Neural Networks via LASSO Regularization Geng Li G. Wang Jie Ding 53 3 0 07 May 2023
A Generative Modeling Framework for Inferring Families of Biomechanical Constitutive Laws in Data-Sparse Regimes Minglang Yin Zongren Zou Enrui Zhang C. Cavinato J. Humphrey George Karniadakis SyDa MedIm AI4CE 111 11 0 04 May 2023
SuperNOVA: Design Strategies and Opportunities for Interactive Visualization in Computational Notebooks Zijie J. Wang David Munechika Seongmin Lee Duen Horng Chau 105 10 0 04 May 2023
Enhanced Multi-level Features for Very High Resolution Remote Sensing Scene Classification C. Sitaula K. Sumesh Jagannath Aryal 40 21 0 01 May 2023
Impact of Deep Learning Libraries on Online Adaptive Lightweight Time Series Anomaly Detection Ming-Chang Lee Jia-Chun Lin AI4TS 62 2 0 30 Apr 2023
X-RLflow: Graph Reinforcement Learning for Neural Network Subgraphs Transformation Guoliang He Sean Parker Eiko Yoneki 56 4 0 28 Apr 2023
Low-field magnetic resonance image enhancement via stochastic image quality transfer Hongxiang Lin Matteo Figini F. D’Arco G. Ogbole Ryutaro Tanno ... D. Carmichael I. Lagunju J. Cross D. Fernández-Reyes Daniel C. Alexander 82 24 0 26 Apr 2023
What Causes Exceptions in Machine Learning Applications? Mining Machine Learning-Related Stack Traces on Stack Overflow Amin Ghadesi Maxime Lamothe Heng Li 50 1 0 25 Apr 2023
Incorporating Experts' Judgment into Machine Learning Models Hogun Park Aly Megahed Peifeng Yin Yuya Jeremy Ong P. Mahajan Pei Guo 32 9 0 24 Apr 2023
Multiplierless In-filter Computing for tinyML Platforms Abhishek Ramdas Nair P. Nath S. Chakrabartty Chetan Singh Thakur 29 1 0 24 Apr 2023
Small-footprint slimmable networks for keyword spotting Zuhaib Akhtar Mohammad Omar Khursheed Dongsu Du Yuzong Liu 47 4 0 21 Apr 2023
$Learning Diffractive Optical Communication Around Arbitrary Opaque Occlusions$ Learning Diffractive Optical Communication Around Arbitrary Opaque Occlusions Md. Sadman Sakib Rahman Tianyi Gan Emir Arda Deger Çaǧatay Işıl Mona Jarrahi Aydogan Ozcan 77 20 0 20 Apr 2023