Title
FSD50K: An Open Dataset of Human-Labeled Sound EventsIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2020 Eduardo Fonseca Xavier Favory Jordi Pons F. Font Xavier Serra 436 587 0 01 Oct 2020
From Handcrafted to Deep Features for Pedestrian Detection: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Jiale Cao Yanwei Pang Jin Xie Fahad Shahbaz Khan Ling Shao ObjD 197 126 0 01 Oct 2020
Momentum via Primal Averaging: Theoretical Insights and Learning Rate Schedules for Non-Convex Optimization Aaron Defazio 213 28 0 01 Oct 2020
Deep Learning Based Computer-Aided Systems for Breast Cancer Imaging : A Critical ReviewApplied Sciences (Appl. Sci.), 2020 Yuliana Jiménez-Gaona María José Rodríguez-Álvarez Vasudevan Lakshminarayanan 96 79 0 30 Sep 2020
Attention-Aware Noisy Label Learning for Image Classification Zhenzhen Wang Chunyan Xu Yap-Peng Tan Junsong Yuan NoLa 118 2 0 30 Sep 2020
Multi-channel Deep 3D Face Recognition Zhiqian You Tingting Yang Miao Jin CVBM 3DH 42 6 0 30 Sep 2020
Dissected 3D CNNs: Temporal Skip Connections for Efficient Online Video Processing Okan Kopuklu Stefan Hormann Fabian Herzog Hakan Çevikalp Gerhard Rigoll 3DPC 104 17 0 30 Sep 2020
Asymmetric Contextual Modulation for Infrared Small Target Detection Yimian Dai Yiquan Wu Fei Zhou Kobus Barnard 155 539 0 30 Sep 2020
Strategy and Benchmark for Converting Deep Q-Networks to Event-Driven Spiking Neural Networks Weihao Tan Devdhar Patel R. Kozma 152 49 0 30 Sep 2020
Basic principles and concept design of a real-time clinical decision support system for managing medical emergencies on missions to Mars J. M. García-Gómez 34 1 0 29 Sep 2020
CrowdMOT: Crowdsourcing Strategies for Tracking Multiple Objects in Videos Samreen Anjum Chi Lin Danna Gurari VOT 102 3 0 29 Sep 2020
Trustworthy Convolutional Neural Networks: A Gradient Penalized-based Approach Nicholas F Halliwell Freddy Lecue FAtt 191 9 0 29 Sep 2020
Spatial Attention as an Interface for Image Captioning Models P. Sadler 123 0 0 29 Sep 2020
Attentional Feature Fusion Yimian Dai Fabian Gieseke Stefan Oehmcke Yiquan Wu Kobus Barnard 3DPC 181 825 0 29 Sep 2020
Self-grouping Convolutional Neural Networks Qingbei Guo Xiaojun Wu J. Kittler Zhiquan Feng 120 27 0 29 Sep 2020
MetaMix: Improved Meta-Learning with Interpolation-based Consistency Regularization Yangbin Chen Yun Ma Tom Ko Jianping Wang Qing Li VLM 114 10 0 29 Sep 2020
Fast and Incremental Loop Closure Detection with Deep Features and Proximity Graphs Shan An Haogang Zhu Dong Wei Konstantinos A. Tsintotas Antonios Gasteratos 115 45 0 29 Sep 2020
Grow-Push-Prune: aligning deep discriminants for effective structural network compression Qing Tian Tal Arbel James J. Clark 141 10 0 29 Sep 2020
Group Whitening: Balancing Learning Efficiency and Representational Capacity Lei Huang Yi Zhou Li Liu Fan Zhu Ling Shao 334 24 0 28 Sep 2020
Accelerating Multi-Model Inference by Merging DNNs of Different Weights Joo Seong Jeong Soojeong Kim Gyeong-In Yu Yunseong Lee Byung-Gon Chun FedML MoMe AI4CE 77 8 0 28 Sep 2020
Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal EffectNeural Information Processing Systems (NeurIPS), 2020 Kaihua Tang Jianqiang Huang Hanwang Zhang CML 456 492 0 28 Sep 2020
Normalization Techniques in Training DNNs: Methodology, Analysis and ApplicationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Lei Huang Jie Qin Yi Zhou Fan Zhu Li Liu Ling Shao AI4CE 280 359 0 27 Sep 2020
Hierarchical Deep Multi-modal Network for Medical Visual Question AnsweringExpert systems with applications (ESWA), 2020 D. Gupta S. Suman Asif Ekbal 111 67 0 27 Sep 2020
Bidirectional Representation Learning from Transformers using Multimodal Electronic Health Record Data to Predict Depression Yiwen Meng W. Speier Michael K. Ong C. Arnold 148 0 0 26 Sep 2020
Small Data, Big Decisions: Model Selection in the Small-Data RegimeInternational Conference on Machine Learning (ICML), 2020 J. Bornschein Francesco Visin Simon Osindero 138 45 0 26 Sep 2020
Affinity Space Adaptation for Semantic Segmentation Across DomainsIEEE Transactions on Image Processing (TIP), 2020 Wei Zhou Yukang Wang Jiajia Chu Jiehua Yang X. Bai Yongchao Xu 111 62 0 26 Sep 2020
Democratizing Artificial Intelligence in Healthcare: A Study of Model Development Across Two Institutions Incorporating Transfer Learning Vikash Gupta H. Roth Varun Buch M. Rockenbach Richard D. White ... B. Ghoshhajra I. Dayan Daguang Xu Mona G. Flores B. S. Erdal SyDa 97 2 0 25 Sep 2020
SuPEr-SAM: Using the Supervision Signal from a Pose Estimator to Train a Spatial Attention Module for Personal Protective Equipment RecognitionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 A. Sandru Georgian-Emilian Duta Mariana-Iuliana Georgescu Radu Tudor Ionescu 20 4 0 25 Sep 2020
From Pixel to Patch: Synthesize Context-aware Features for Zero-shot Semantic SegmentationIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Zhangxuan Gu Siyuan Zhou Li Niu Zihan Zhao Liqing Zhang VLM DiffM 185 23 0 25 Sep 2020
A Unified Plug-and-Play Framework for Effective Data Denoising and Robust Abstention Krishanu Sarker Xiulong Yang Yongqian Li S. Belkasim Shihao Ji 107 6 0 25 Sep 2020
G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling Souradip Chakraborty A. R. Gosthipaty Sayak Paul SSL 92 22 0 25 Sep 2020
Deep Multi-Scale Feature Learning for Defocus Blur EstimationIEEE Transactions on Image Processing (TIP), 2020 Ali Karaali N. Harte C. R. Jung 98 22 0 24 Sep 2020
A Unifying Review of Deep and Shallow Anomaly DetectionProceedings of the IEEE (Proc. IEEE), 2020 Lukas Ruff Jacob R. Kauffmann Robert A. Vandermeulen G. Montavon Wojciech Samek Matthias Kirchler Thomas G. Dietterich Klaus-Robert Muller UQCV 488 920 0 24 Sep 2020
Understanding Fairness of Gender Classification Algorithms Across Gender-Race GroupsInternational Conference on Machine Learning and Applications (ICMLA), 2020 Anoop Krishnan Ali Almadan A. Rattani FaML 94 56 0 24 Sep 2020
Disentangled Neural Architecture SearchIEEE International Joint Conference on Neural Network (IJCNN), 2020 Xinyue Zheng Xuanjing Huang Qigang Wang Peng Wang AI4CE 135 4 0 24 Sep 2020
Unifying data for fine-grained visual species classification Sayali Kulkarni Tomer Gadot Chen Luo Tanya Birch E. Fegraus 77 1 0 24 Sep 2020
Automatic identification of fossils and abiotic grains during carbonate microfacies analysis using deep convolutional neural networks Xiaokang Liu Haijun Song 156 42 0 24 Sep 2020
Tasks, stability, architecture, and compute: Training more effective learned optimizers, and using them to train themselves Luke Metz Niru Maheswaranathan C. Freeman Ben Poole Jascha Narain Sohl-Dickstein 220 69 0 23 Sep 2020
Learning Visual Voice Activity Detection with an Automatically Annotated DatasetInternational Conference on Pattern Recognition (ICPR), 2020 Sylvain Guy Stéphane Lathuilière Pablo Mesejo Radu Horaud 113 11 0 23 Sep 2020
Robust and efficient post-processing for video object detectionIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2020 Alberto Sabater Luis Montesano Ana C. Murillo 140 53 0 23 Sep 2020
Procrustes: a Dataflow and Accelerator for Sparse Deep Neural Network TrainingMicro (MICRO), 2020 Dingqing Yang Amin Ghasemazar X. Ren Maximilian Golub G. Lemieux Mieszko Lis 165 55 0 23 Sep 2020
Dataset Cartography: Mapping and Diagnosing Datasets with Training DynamicsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Swabha Swayamdipta Roy Schwartz Nicholas Lourie Yizhong Wang Hannaneh Hajishirzi Noah A. Smith Yejin Choi 313 511 0 22 Sep 2020
Deep Learning based NAS Score and Fibrosis Stage Prediction from CT and Pathology DataInternational Conferences on Biological Information and Biomedical Engineering (ICCBIBE), 2020 Ananya Jana Hui Qu Puru Rattan Carlos D Minacapelli V. Rustgi Dimitris N. Metaxas MedIm 60 13 0 22 Sep 2020
What Do You See? Evaluation of Explainable Artificial Intelligence (XAI) Interpretability through Neural BackdoorsKnowledge Discovery and Data Mining (KDD), 2020 Yi-Shan Lin Wen-Chuan Lee Z. Berkay Celik XAI 179 105 0 22 Sep 2020
SAMOT: Switcher-Aware Multi-Object Tracking and Still Another MOT Measure Weitao Feng Zhihao Hu Baopu Li Weihao Gan Wei Wu Wanli Ouyang VOT 140 5 0 22 Sep 2020
CCBlock: An Effective Use of Deep Learning for Automatic Diagnosis of COVID-19 Using X-Ray ImagesResearch on Biomedical Engineering (RBE), 2020 A. Al-Bawi K. Al-Kaabi Mohammed Jeryo A. Al-Fatlawi 76 16 0 21 Sep 2020
Visual-Semantic Embedding Model Informed by Structured Knowledge Mirantha Jayathilaka Tingting Mu U. Sattler VLM 102 3 0 21 Sep 2020
Feature Flow: In-network Feature Flow Estimation for Video Object DetectionPattern Recognition (Pattern Recognit.), 2020 Ruibing Jin Guosheng Lin Changyun Wen Jianliang Wang Fayao Liu 104 10 0 21 Sep 2020
The DongNiao International Birds 10000 Dataset Jianbiao Mei Hao Dong 38 2 0 21 Sep 2020
Renovating Parsing R-CNN for Accurate Multiple Human ParsingEuropean Conference on Computer Vision (ECCV), 2020 Pu Cao Q. Song Zhihui Wang Mengjie Hu Chun Liu Xueshi Xin Wenhe Jia Songcen Xu 134 64 0 20 Sep 2020