Title
Conformer LLMs -- Convolution Augmented Large Language Models Prateek Verma 30 1 0 02 Jul 2023
InferTurbo: A Scalable System for Boosting Full-graph Inference of Graph Neural Network over Huge Graphs Dalong Zhang Xianzheng Song Zhiyang Hu Yang Li Miao Tao Binbin Hu Lin Wang Qing Cui Jun Zhou GNN 24 4 0 01 Jul 2023
GIRA: Gaussian Mixture Models for Inference and Robot Autonomy K. Goel Wennie Tabib 3DV 21 0 0 30 Jun 2023
ReMaX: Relaxing for Better Training on Efficient Panoptic Segmentation Shuyang Sun Weijun Wang Qihang Yu Andrew G. Howard Philip Torr Liang-Chieh Chen 41 15 0 29 Jun 2023
Identifying Important Sensory Feedback for Learning Locomotion Skills Wanming Yu Chuanyu Yang C. McGreavy Eleftherios Triantafyllidis Guillaume Bellegarda M. Shafiee A. Ijspeert Zhibin Li 27 16 0 29 Jun 2023
BayesFlow: Amortized Bayesian Workflows With Neural Networks Stefan T. Radev Marvin Schmitt Lukas Schumacher Lasse Elsemüller Valentin Pratz Yannik Schalte Ullrich Kothe Paul-Christian Bürkner BDL 21 29 0 28 Jun 2023
SparseOptimizer: Sparsify Language Models through Moreau-Yosida Regularization and Accelerate via Compiler Co-design Fu-Ming Guo MoE 21 0 0 27 Jun 2023
Im2win: Memory Efficient Convolution On SIMD Architectures Shuai-bing Lu Jun Chu Xuantong Liu 31 4 0 25 Jun 2023
Im2win: An Efficient Convolution Paradigm on GPU Shuai-bing Lu Jun Chu Luanzheng Guo Xuantong Liu 36 1 0 25 Jun 2023
DiffMix: Diffusion Model-based Data Synthesis for Nuclei Segmentation and Classification in Imbalanced Pathology Image Datasets Hyunwoo Oh Won-Ki Jeong MedIm DiffM 27 29 0 25 Jun 2023
Physics-informed neural networks modeling for systems with moving immersed boundaries: application to an unsteady flow past a plunging foil Rahul Sundar Dipanjan Majumdar Didier Lucor Sunetra Sarkar PINN AI4CE 35 6 0 23 Jun 2023
Learning Scene Flow With Skeleton Guidance For 3D Action Recognition Vasileios Magoulianitis A. Psaltis 3DH 3DPC 30 0 0 23 Jun 2023
Triggering Dark Showers with Conditional Dual Auto-Encoders Luca Anzalone S. S. Chhibra B. Maier N. Chernyavskaya M. Pierini AI4CE 35 4 0 22 Jun 2023
$λ$ FS: A Scalable and Elastic Distributed File System Metadata Service using Serverless Functions Benjamin Carver Runzhou Han Jingyuan Zhang Mai Zheng Yue Cheng 32 4 0 20 Jun 2023
Supervised Auto-Encoding Twin-Bottleneck Hashing Yuan Chen Stéphane Marchand-Maillet 28 0 0 19 Jun 2023
Deep Huber quantile regression networks Hristos Tyralis Georgia Papacharalampous N. Dogulu Kwok-Pan Chun UQCV 49 1 0 17 Jun 2023
Bootstrapped Representations in Reinforcement Learning Charline Le Lan Stephen Tu Mark Rowland Anna Harutyunyan Rishabh Agarwal Marc G. Bellemare Will Dabney OffRL OOD SSL 79 10 0 16 Jun 2023
MobileASR: A resource-aware on-device learning framework for user voice personalization applications on mobile phones Zitha Sasindran Harsha Yelchuri Pooja S B. Rao Prabhakar Venkata Tamma 31 1 0 15 Jun 2023
Improving Image Tracing with Convolutional Autoencoders by High-Pass Filter Preprocessing Zineddine Bettouche Andreas Fischer 13 1 0 15 Jun 2023
Exploring Resolution Fields for Scalable Image Compression with Uncertainty Guidance Dongyi Zhang Feng Li Man Liu Runmin Cong H. Bai Ming Wang Yao-Min Zhao 39 7 0 15 Jun 2023
ArchGym: An Open-Source Gymnasium for Machine Learning Assisted Architecture Design Srivatsan Krishnan Amir Yazdanbaksh Shvetank Prakash Jason J. Jabbour Ikechukwu Uchendu ... Behzad Boroujerdian Daniel Richins Devashree Tripathy Aleksandra Faust Vijay Janapa Reddi 52 12 0 15 Jun 2023
Naeural AI OS -- Decentralized ubiquitous computing MLOps execution engine Beatrice Milik S. Saraev Cristian Bleotiu Radu Lupaescu 19 0 0 14 Jun 2023
Effects of Data Enrichment with Image Transformations on the Performance of Deep Networks Hakan Temiz MDE 3DH 19 1 0 13 Jun 2023
Towards a Machine-Learned Poisson Solver for Low-Temperature Plasma Simulations in Complex Geometries Ihda Chaerony Siffa M. Becker K. Weltmann J. Trieschmann 43 2 0 13 Jun 2023
Differentiable Multi-Fidelity Fusion: Efficient Learning of Physics Simulations with Neural Architecture Search and Transfer Learning Yuwen Deng Wang Kang Wei W. Xing OOD AI4CE 42 0 0 12 Jun 2023
Toward Fair Facial Expression Recognition with Improved Distribution Alignment Mojtaba Kolahdouzi Ali Etemad 32 1 0 11 Jun 2023
$S$^{3}$: Increasing GPU Utilization during Generative Inference for Higher Throughput$ S $^{3}$ : Increasing GPU Utilization during Generative Inference for Higher Throughput Yunho Jin Chun-Feng Wu David Brooks Gu-Yeon Wei 39 62 0 09 Jun 2023
Scaling Spherical CNNs Carlos Esteves Jean-Jacques E. Slotine A. Makadia GNN LRM 27 14 0 08 Jun 2023
EMO: Episodic Memory Optimization for Few-Shot Meta-Learning Yingjun Du Jiayi Shen Xiantong Zhen Cees G. M. Snoek 29 1 0 08 Jun 2023
Online Multi-Contact Receding Horizon Planning via Value Function Approximation Jiayi Wang Sanghyun Kim Teguh Santoso Lembono Wenqian Du Jae-Koo Shim ... Ke Min Wang V. Ivan Sylvain Calinon S. Vijayakumar Steve Tonneau 24 4 0 07 Jun 2023
Git-Theta: A Git Extension for Collaborative Development of Machine Learning Models Nikhil Kandpal Brian Lester Mohammed Muqeeth Anisha Mascarenhas Monty Evans Vishal Baskaran Tenghao Huang Haokun Liu Colin Raffel VLM 29 10 0 07 Jun 2023
Model Spider: Learning to Rank Pre-Trained Models Efficiently Yi-Kai Zhang Ting Huang Yao-Xiang Ding De-Chuan Zhan Han-Jia Ye 39 24 0 06 Jun 2023
End-to-end Differentiable Clustering with Associative Memories Bishwajit Saha Dmitry Krotov Mohammed J Zaki Parikshit Ram 34 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 89 10 0 04 Jun 2023
Collect-and-Distribute Transformer for 3D Point Cloud Analysis Haibo Qiu Baosheng Yu Dacheng Tao 3DPC ViT 40 6 0 02 Jun 2023
Adversarial Attack Based on Prediction-Correction Chen Wan Fangjun Huang AAML 27 4 0 02 Jun 2023
A New PHO-rmula for Improved Performance of Semi-Structured Networks David Rügamer 28 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 25 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 28 4 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 37 6 0 31 May 2023
Global-QSGD: Practical Floatless Quantization for Distributed Learning with Theoretical Guarantees Jihao Xin Marco Canini Peter Richtárik Samuel Horváth 46 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 32 13 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 42 4 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 44 5 0 28 May 2023
Accelerating Text-to-Image Editing via Cache-Enabled Sparse Diffusion Inference Zihao Yu Haoyang Li Fangcheng Fu Xupeng Miao Bin Cui DiffM 30 8 0 27 May 2023
Pruning Distorted Images in MNIST Handwritten Digits Amarnath R Vinay Kumar 23 1 0 26 May 2023
Confidence-Based Feature Imputation for Graphs with Partially Known Features Daeho Um Jiwoong Park Seulki Park Jin Young Choi DiffM 27 15 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 24 9 0 25 May 2023
Differentiable Clustering with Perturbed Spanning Forests Lawrence Stewart Francis R. Bach Felipe Llinares-López Quentin Berthet 34 8 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 V. Chaudhary Shuai Xu Xia Hu 52 12 0 24 May 2023