Title
Reinforcement Learning with Action-Free Pre-Training from Videos Younggyo Seo Kimin Lee Stephen James Pieter Abbeel SSL OnRL 27 119 0 25 Mar 2022
FLUTE: A Scalable, Extensible Framework for High-Performance Federated Learning Simulations Mirian Hipolito Garcia Andre Manoel Daniel Madrigal Diaz Fatemehsadat Mireshghallah Robert Sim Dimitrios Dimitriadis FedML 32 57 0 25 Mar 2022
JAX-FLUIDS: A fully-differentiable high-order computational fluid dynamics solver for compressible two-phase flows Deniz A. Bezgin Aaron B. Buhendwa Nikolaus A. Adams AI4CE 25 69 0 25 Mar 2022
FReSCO: Flow Reconstruction and Segmentation for low latency Cardiac Output monitoring using deep artifact suppression and segmentation O. Jaubert Javier Montalt-Tordera James T Brown D. Knight Simon Arridge J. Steeden V. Muthurangu 26 4 0 25 Mar 2022
Pathways: Asynchronous Distributed Dataflow for ML P. Barham Aakanksha Chowdhery J. Dean Sanjay Ghemawat Steven Hand ... Parker Schuh Ryan Sepassi Laurent El Shafey C. A. Thekkath Yonghui Wu GNN MoE 64 126 0 23 Mar 2022
A Scalable Approach to Modeling on Accelerated Neuromorphic Hardware Eric Müller E. Arnold O. Breitwieser Milena Czierlinski Arne Emmel ... V. Karasenko Mitja Kleider Aron Leibfried Christian Pehle Johannes Schemmel 35 20 0 21 Mar 2022
A Model and Survey of Distributed Data-Intensive Systems Alessandro Margara G. Cugola Nicolò Felicioni Stefano Cilloni 32 18 0 21 Mar 2022
Encoder-Decoder Architecture for Supervised Dynamic Graph Learning: A Survey Yuecai Zhu Fuyuan Lyu Chengming Hu X. Chen Xue Liu AI4TS AI4CE 29 20 0 20 Mar 2022
Towards Device Efficient Conditional Image Generation Nisarg A. Shah Gaurav Bharaj 45 3 0 19 Mar 2022
Towards Robust 2D Convolution for Reliable Visual Recognition Lida Li Shuai Li Kun Wang Xiangchu Feng Lei Zhang 27 1 0 18 Mar 2022
A Survey of Multi-Tenant Deep Learning Inference on GPU Fuxun Yu Di Wang Longfei Shangguan Minjia Zhang Chenchen Liu Xiang Chen BDL AI4CE 39 32 0 17 Mar 2022
Gradient Correction beyond Gradient Descent Zefan Li Bingbing Ni Teng Li WenJun Zhang Wen Gao 22 0 0 16 Mar 2022
Flash: Fast and Light Motion Prediction for Autonomous Driving with Bayesian Inverse Planning and Learned Motion Profiles Morris Antonello M. Dobre Stefano V. Albrecht John Redford S. Ramamoorthy 3DV 45 10 0 15 Mar 2022
A Differentiable Approach to Combinatorial Optimization using Dataless Neural Networks Ismail Alkhouri George Atia Alvaro Velasquez 30 2 0 15 Mar 2022
Multi-Curve Translator for High-Resolution Photorealistic Image Translation Yuda Song Hui Qian Xin Du 34 5 0 15 Mar 2022
Physical Neural Cellular Automata for 2D Shape Classification Kathryn Walker Rasmus Berg Palm R. M. Garciá A. Faíña K. Støy S. Risi 37 7 0 14 Mar 2022
Simulating Liquids with Graph Networks Jonathan Klimesch Philipp Holl Nils Thuerey GNN AI4CE 37 8 0 14 Mar 2022
Towards Neural Sparse Linear Solvers Luca Grementieri P. Galeone 27 6 0 14 Mar 2022
SimMatch: Semi-supervised Learning with Similarity Matching Mingkai Zheng Shan You Lang Huang Fei Wang Chao Qian Chang Xu 59 174 0 14 Mar 2022
Food Recipe Recommendation Based on Ingredients Detection Using Deep Learning Md. Shafaat Jamil Rokon Md. Kishor Morol Ishra Binte Hasan A. Saif Rafid Hussain Khan 32 22 0 13 Mar 2022
Dynamic and Context-Dependent Stock Price Prediction Using Attention Modules and News Sentiment Nicole Koenigstein AIFin 38 1 0 13 Mar 2022
Revisiting Deep Semi-supervised Learning: An Empirical Distribution Alignment Framework and Its Generalization Bound Feiyu Wang Qin Wang Wen Li Dong Xu Luc Van Gool 32 5 0 13 Mar 2022
Combining Deep Learning with Physics Based Features in Explosion-Earthquake Discrimination Qingkai Kong Ruijia Wang W. Walter M. Pyle K. Koper B. Schmandt AI4CE 37 37 0 12 Mar 2022
Normal and Visibility Estimation of Human Face from a Single Image Fuzhi Zhong Rui Wang Yuchi Huo Hujun Bao 3DH CVBM 18 1 0 09 Mar 2022
A Novel Deep Learning Model for Hotel Demand and Revenue Prediction amid COVID-19 Ashkan Farhangi Arthur Huang Zhishan Guo 30 1 0 08 Mar 2022
Learning to Bound: A Generative Cramér-Rao Bound H. Habi H. Messer Y. Bresler 35 9 0 07 Mar 2022
Bathymetry Inversion using a Deep-Learning-Based Surrogate for Shallow Water Equations Solvers Xiaofeng Liu Yalan Song Chaopeng Shen AI4CE 42 9 0 05 Mar 2022
EsDNN: Deep Neural Network based Multivariate Workload Prediction Approach in Cloud Environment Minxian Xu Chenghao Song Huaming Wu S. Gill Kejiang Ye Chengzhong Xu 11 71 0 05 Mar 2022
Ensemble Knowledge Guided Sub-network Search and Fine-tuning for Filter Pruning Seunghyun Lee B. Song 36 8 0 05 Mar 2022
Robust Segmentation of Brain MRI in the Wild with Hierarchical CNNs and no Retraining Benjamin Billot Magdamo Colin S. Arnold Sudeshna Das Juan Eugenio Iglesias OOD 43 11 0 03 Mar 2022
Query Processing on Tensor Computation Runtimes Dong He Supun Nakandala Dalitso Banda Rathijit Sen Karla Saur Kwanghyun Park Carlo Curino Jesús Camacho-Rodríguez Konstantinos Karanasos Matteo Interlandi 32 36 0 03 Mar 2022
Physics-informed neural network solution of thermo-hydro-mechanical (THM) processes in porous media Daniel Amini E. Haghighat R. Juanes PINN AI4CE 39 23 0 03 Mar 2022
Engineering the Neural Automatic Passenger Counter Nico Jahn Michael Siebert 34 2 0 02 Mar 2022
PKGM: A Pre-trained Knowledge Graph Model for E-commerce Application Wen Zhang Chi-Man Wong Ganqinag Ye Bo Wen Hongting Zhou Wei Zhang Hua-zeng Chen 32 0 0 02 Mar 2022
Deep, Deep Learning with BART Moritz Blumenthal Guanxiong Luo Martin Schilling H. C. M. Holme M. Uecker 33 15 0 28 Feb 2022
"If you could see me through my eyes": Predicting Pedestrian Perception Julian Petzold Mostafa Wahby F. Stark Ulrich Behrje Heiko Hamann 50 3 0 28 Feb 2022
Rule-based Evolutionary Bayesian Learning T. Botsas L. Mason Omar K. Matar Indranil Pan 14 1 0 28 Feb 2022
Gait Events Prediction using Hybrid CNN-RNN-based Deep Learning models through a Single Waist-worn Wearable Sensor Muhammad Zeeshan Arshad Ankhzaya Jamsrandorj Jinwook Kim Kyung-Ryoul Mun HAI 35 19 0 28 Feb 2022
Automated Identification of Toxic Code Reviews Using ToxiCR Jaydeb Sarker Asif Kamal Turzo Mingyou Dong Amiangshu Bosu 32 32 0 26 Feb 2022
Composing Complex and Hybrid AI Solutions Peter Schuller Joao P. Costeira James Crowley Jasmin Grosinger F. Ingrand Uwe Kockemann A. Saffiotti Martin Welss 22 6 0 25 Feb 2022
A Note on Machine Learning Approach for Computational Imaging Bin Dong 41 0 0 24 Feb 2022
New Benchmark for Household Garbage Image Recognition Zhize Wu Huan-Yi Li Xiang Wang Zijun Wu Lekang Zou Lixiang Xu Ming Tan VLM 19 19 0 24 Feb 2022
Physics-informed neural networks for inverse problems in supersonic flows Ameya Dilip Jagtap Zhiping Mao Nikolaus Adams George Karniadakis PINN 26 203 0 23 Feb 2022
Super-resolution GANs of randomly-seeded fields A. Güemes C. S. Vila S. Discetti 11 10 0 23 Feb 2022
Memory Planning for Deep Neural Networks Maksim Levental 38 4 0 23 Feb 2022
PyTorch Geometric Signed Directed: A Software Package on Graph Neural Networks for Signed and Directed Graphs Yixuan He Xitong Zhang Junjie Huang Benedek Rozemberczki Mihai Cucuringu Gesine Reinert 49 15 0 22 Feb 2022
Distilled Neural Networks for Efficient Learning to Rank F. M. Nardini Cosimo Rulli Salvatore Trani Rossano Venturini FedML 29 16 0 22 Feb 2022
Myriad: a real-world testbed to bridge trajectory optimization and deep learning Nikolaus H. R. Howe Simon Dufort-Labbé Nitarshan Rajkumar Pierre-Luc Bacon 37 5 0 22 Feb 2022
VADOI:Voice-Activity-Detection Overlapping Inference For End-to-end Long-form Speech Recognition Jinhan Wang Xiaosu Tong Jinxi Guo Di He Roland Maas 39 5 0 22 Feb 2022
Energy-Efficient Respiratory Anomaly Detection in Premature Newborn Infants A. Paul Md. Abu Saleh Tajin Anup Das W. Mongan K. Dandekar 60 11 0 21 Feb 2022