Title
Elastic Model Aggregation with Parameter Service Juncheng Gu Mosharaf Chowdhury Kang G. Shin Aditya Akella 30 4 0 07 Apr 2022
FairNeuron: Improving Deep Neural Network Fairness with Adversary Games on Selective Neurons Xuanqi Gao Juan Zhai Shiqing Ma Chao Shen Yufei Chen Qianqian Wang 95 40 0 06 Apr 2022
Generative Enriched Sequential Learning (ESL) Approach for Molecular Design via Augmented Domain Knowledge M. S. Ghaemi Karl Grantham Isaac Tamblyn Yifeng Li H. K. Ooi 65 3 0 05 Apr 2022
MetaAID: A Flexible Framework for Developing Metaverse Applications via AI Technology and Human Editing Hongyin Zhu 52 31 0 04 Apr 2022
Discretely Indexed Flows Elouan Argouarc'h Franccois Desbouvries Eric Barat Eiji Kawasaki T. Dautremer 45 0 0 04 Apr 2022
Model-Parallel Fourier Neural Operators as Learned Surrogates for Large-Scale Parametric PDEs Thomas J. Grady R. Khan M. Louboutin Ziyi Yin Philipp A. Witte Ranveer Chandra Russell J. Hewett Felix J. Herrmann AI4CE 132 35 0 04 Apr 2022
Multimodal Clustering with Role Induced Constraints for Speaker Diarization Nikolaos Flemotomos Shrikanth Narayanan 57 4 0 01 Apr 2022
QuadraLib: A Performant Quadratic Neural Network Library for Architecture Optimization and Design Exploration Zirui Xu Fuxun Yu Jinjun Xiong Xiang Chen 63 25 0 01 Apr 2022
i-Razor: A Differentiable Neural Input Razor for Feature Selection and Dimension Search in DNN-Based Recommender Systems Yao Yao B. Liu Haoxun He Dakui Sheng Ke Wang Li Xiao Huanhuan Cao 45 2 0 01 Apr 2022
Stereo Unstructured Magnification: Multiple Homography Image for View Synthesis Qi Zhang Xin Huang Yingfa Feng Xue Wang Hongdong Li Qing Wang 3DV 70 0 0 01 Apr 2022
Concept Evolution in Deep Learning Training: A Unified Interpretation Framework and Discoveries Haekyu Park Seongmin Lee Benjamin Hoover Austin P. Wright Omar Shaikh Rahul Duggal Nilaksh Das Kevin Wenliang Li Judy Hoffman Duen Horng Chau 73 2 0 30 Mar 2022
DELTA: Dynamically Optimizing GPU Memory beyond Tensor Recomputation Yu Tang Chenyu Wang Yufan Zhang Yuliang Liu Xingcheng Zhang Linbo Qiao Zhiquan Lai Dongsheng Li 73 6 0 30 Mar 2022
WeNet 2.0: More Productive End-to-End Speech Recognition Toolkit Binbin Zhang Di Wu Zhendong Peng Xingcheng Song Zhuoyuan Yao Hang Lv Linfu Xie Chao Yang Fuping Pan Jianwei Niu VLM 104 99 0 29 Mar 2022
On Reinforcement Learning, Effect Handlers, and the State Monad Ugo Dal Lago Francesco Gavazzo Alexis Ghyselen 53 2 0 29 Mar 2022
RAVIR: A Dataset and Methodology for the Semantic Segmentation and Quantitative Analysis of Retinal Arteries and Veins in Infrared Reflectance Imaging Ali Hatamizadeh H. Hosseini Niraj Patel J. Choi Cameron Pole Cory M. Hoeferlin S. Schwartz D. Terzopoulos 55 28 0 28 Mar 2022
Discovering Human-Object Interaction Concepts via Self-Compositional Learning Zhi Hou Baosheng Yu Dacheng Tao 92 19 0 27 Mar 2022
Reinforcement Learning with Action-Free Pre-Training from Videos Younggyo Seo Kimin Lee Stephen James Pieter Abbeel SSL OnRL 112 123 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 92 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 74 72 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 96 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 120 133 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 50 24 0 21 Mar 2022
A Model and Survey of Distributed Data-Intensive Systems Alessandro Margara G. Cugola Nicolò Felicioni Stefano Cilloni 73 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 90 21 0 20 Mar 2022
Towards Device Efficient Conditional Image Generation Nisarg A. Shah Gaurav Bharaj 99 3 0 19 Mar 2022
Towards Robust 2D Convolution for Reliable Visual Recognition Lida Li Shuai Li Kun Wang Xiangchu Feng Lei Zhang 36 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 87 33 0 17 Mar 2022
Gradient Correction beyond Gradient Descent Zefan Li Bingbing Ni Teng Li WenJun Zhang Wen Gao 28 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 90 10 0 15 Mar 2022
A Differentiable Approach to Combinatorial Optimization using Dataless Neural Networks Ismail Alkhouri George Atia Alvaro Velasquez 45 2 0 15 Mar 2022
Multi-Curve Translator for High-Resolution Photorealistic Image Translation Yuda Song Hui Qian Xin Du 67 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 69 8 0 14 Mar 2022
Simulating Liquids with Graph Networks Jonathan Klimesch Philipp Holl Nils Thuerey GNN AI4CE 74 8 0 14 Mar 2022
Towards Neural Sparse Linear Solvers Luca Grementieri P. Galeone 44 7 0 14 Mar 2022
SimMatch: Semi-supervised Learning with Similarity Matching Mingkai Zheng Shan You Lang Huang Fei Wang Chao Qian Chang Xu 115 183 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 122 22 0 13 Mar 2022
Dynamic and Context-Dependent Stock Price Prediction Using Attention Modules and News Sentiment Nicole Koenigstein AIFin 67 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 61 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 61 41 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 53 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 36 1 0 08 Mar 2022
Learning to Bound: A Generative Cramér-Rao Bound H. Habi H. Messer Y. Bresler 119 11 0 07 Mar 2022
Bathymetry Inversion using a Deep-Learning-Based Surrogate for Shallow Water Equations Solvers Xiaofeng Liu Yalan Song Chaopeng Shen AI4CE 89 10 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 27 74 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 103 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 176 37 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 82 23 0 03 Mar 2022
Engineering the Neural Automatic Passenger Counter Nico Jahn Michael Siebert 66 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 47 0 0 02 Mar 2022
Deep, Deep Learning with BART Moritz Blumenthal Guanxiong Luo Martin Schilling H. C. M. Holme M. Uecker 71 15 0 28 Feb 2022