Title
BNAS-v2: Memory-efficient and Performance-collapse-prevented Broad Neural Architecture Search Zixiang Ding Yaran Chen Nannan Li Dongbin Zhao 184 0 0 18 Sep 2020
Search and Rescue with Airborne Optical SectioningNature Machine Intelligence (NMI), 2020 D. Schedl Indrajit Kurmi Oliver Bimber 133 48 0 18 Sep 2020
Contextual Semantic InterpretabilityAsian Conference on Computer Vision (ACCV), 2020 Diego Marcos Ruth C. Fong Sylvain Lobry Rémi Flamary Nicolas Courty D. Tuia SSL 207 28 0 18 Sep 2020
On Primes, Log-Loss Scores and (No) Privacy Abhinav Aggarwal Zekun Xu Oluwaseyi Feyisetan Nathanael Teissier MIACV 94 0 0 17 Sep 2020
The Next Big Thing(s) in Unsupervised Machine Learning: Five Lessons from Infant Learning L. Zaadnoordijk Tarek R. Besold R. Cusack SSL DRL 109 4 0 17 Sep 2020
Discovering Dynamic Salient Regions for Spatio-Temporal Graph Neural NetworksNeural Information Processing Systems (NeurIPS), 2020 Iulia Duta Andrei Liviu Nicolicioiu Marius Leordeanu 266 7 0 17 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 764 88 0 17 Sep 2020
Distributional Generalization: A New Kind of Generalization Preetum Nakkiran Yamini Bansal OOD 224 47 0 17 Sep 2020
Discond-VAE: Disentangling Continuous Factors from the Discrete Jaewoong Choi Geonho Hwang Myung-joo Kang CoGe CML 129 6 0 17 Sep 2020
Deep Momentum Uncertainty HashingPattern Recognition (Pattern Recognit.), 2020 Chaoyou Fu Guoli Wang Xiang Wu Qian Zhang Ran He 248 17 0 17 Sep 2020
HOTA: A Higher Order Metric for Evaluating Multi-Object TrackingInternational Journal of Computer Vision (IJCV), 2020 Jonathon Luiten Aljosa Osep Patrick Dendorfer Juil Sock Andreas Geiger Laura Leal-Taixe Bastian Leibe VOT 220 1,109 0 16 Sep 2020
SelfAugment: Automatic Augmentation Policies for Self-Supervised LearningComputer Vision and Pattern Recognition (CVPR), 2020 Colorado Reed Sean L. Metzger A. Srinivas Trevor Darrell Kurt Keutzer SSL 209 52 0 16 Sep 2020
Eating Habits Discovery in Egocentric Photo-streams Estefanía Talavera A. Glavan Alina Matei Petia Radeva 81 2 0 16 Sep 2020
Dual Semantic Fusion Network for Video Object DetectionACM Multimedia (ACM MM), 2020 Lijian Lin Haosheng chen Honglun Zhang Jun Liang Yu Li Ying Shan Hanzi Wang VOS 135 31 0 16 Sep 2020
Classifying the Equation of State from Rotating Core Collapse Gravitational Waves with Deep Learning M. Edwards 288 15 0 15 Sep 2020
Comparison of Spatiotemporal Networks for Learning Video Related Tasks Logan Courtney R. Sreenivas 84 1 0 15 Sep 2020
AMRNet: Chips Augmentation in Aerial Images Object Detection Zhiwei Wei Chenzhen Duan Xinghao Song Ye Tian Hongpeng Wang ObjD 154 53 0 15 Sep 2020
Multi-structure bone segmentation in pediatric MR images with combined regularization from shape priors and adversarial network Arnaud Boutillon Bhushan S Borotikar Valérie Burdin Pierre-Henri Conze MedIm 193 20 0 15 Sep 2020
Privacy-Preserving Image Retrieval Based on Additive Secret Sharing Zhihua Xia Qi Gu Lizhi Xiong Wenhao Zhou J. Weng 155 10 0 15 Sep 2020
SML: Semantic Meta-learning for Few-shot Semantic SegmentationPattern Recognition Letters (Pattern Recognit. Lett.), 2020 Ayyappa Kumar Pambala Titir Dutta Soma Biswas 123 24 0 14 Sep 2020
Adaptive Label Smoothing Ujwal Krothapalli A. Lynn Abbott 155 11 0 14 Sep 2020
CVPR 2020 Continual Learning in Computer Vision Competition: Approaches, Results, Current Challenges and Future DirectionsArtificial Intelligence (AIJ), 2020 Vincenzo Lomonaco Lorenzo Pellegrini Pau Rodríguez López Massimo Caccia Qi She ... G. I. Parisi Nikhil Churamani Marc Pickett I. Laradji Davide Maltoni CLL 156 49 0 14 Sep 2020
Deforming the Loss Surface to Affect the Behaviour of the Optimizer Liangming Chen Long Jin Xiujuan Du Shuai Li Mei Liu ODL 100 2 0 14 Sep 2020
From Federated Learning to Federated Neural Architecture Search: A SurveyComplex & Intelligent Systems (CIS), 2020 Hangyu Zhu Haoyu Zhang Yaochu Jin FedML OOD AI4CE 181 170 0 12 Sep 2020
Multi-Spectral Image Synthesis for Crop/Weed Segmentation in Precision Farming Mulham Fawakherji Ciro Potena Alberto Pretto D. Bloisi Daniele Nardi 191 91 0 12 Sep 2020
KSM: Fast Multiple Task Adaption via Kernel-wise Soft Mask LearningComputer Vision and Pattern Recognition (CVPR), 2020 Li Yang Zhezhi He Junshan Zhang Deliang Fan AAML CLL 159 13 0 11 Sep 2020
Heterogeneous Domain Generalization via Domain MixupIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Yufei Wang Haoliang Li Alex C. Kot OOD 168 163 0 11 Sep 2020
Denoising Large-Scale Image Captioning from Alt-text Data using Content Selection ModelsInternational Conference on Computational Linguistics (COLING), 2020 Khyathi Chandu Piyush Sharma Soravit Changpinyo Ashish V. Thapliyal Radu Soricut DiffM VLM 201 3 0 10 Sep 2020
Learning Shape Features and Abstractions in 3D Convolutional Neural Networks for Detecting Alzheimer's Disease M. Sagar M. Dyrba MedIm 65 1 0 10 Sep 2020
Semi-Anchored Detector for One-Stage Object Detection Lei Chen Qi Qian Hao Li ObjD 86 3 0 10 Sep 2020
Performance of object recognition in wearable videosIEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2019 Alberto Sabater Luis Montesano Ana C. Murillo 62 2 0 10 Sep 2020
Activate or Not: Learning Customized ActivationComputer Vision and Pattern Recognition (CVPR), 2020 Ningning Ma Xinming Zhang Ming Liu Jian Sun 195 131 0 10 Sep 2020
Improved Robustness to Open Set Inputs via Tempered Mixup Ryne Roady Tyler L. Hayes Christopher Kanan VLM OOD AAML 107 5 0 10 Sep 2020
CuratorNet: Visually-aware Recommendation of Art Images Pablo Messina Manuel Cartagena Patricio Cerda Felipe del-Rio Denis Parra 130 16 0 09 Sep 2020
Plant Diseases recognition on images using Convolutional Neural Networks: A Systematic ReviewComputers and Electronics in Agriculture (Comput. Electron. Agric.), 2020 A. Abade P. Ferreira Flávio de Barros Vidal 146 246 0 09 Sep 2020
Online trajectory recovery from offline handwritten Japanese kanji charactersInternational Conference on Pattern Recognition (ICPR), 2020 Hung Tuan Nguyen Tsubasa Nakamura C. Nguyen M. Nakagawa 61 15 0 09 Sep 2020
Diversified Mutual Learning for Deep Metric Learning Wonpyo Park Wonjae Kim Kihyun You Minsu Cho FedML 159 6 0 09 Sep 2020
SoK: Certified Robustness for Deep Neural NetworksIEEE Symposium on Security and Privacy (IEEE S&P), 2020 Linyi Li Tao Xie Yue Liu AAML 568 142 0 09 Sep 2020
FleXOR: Trainable Fractional QuantizationNeural Information Processing Systems (NeurIPS), 2020 Dongsoo Lee S. Kwon Byeongwook Kim Yongkweon Jeon Baeseong Park Jeongin Yun MQ 193 13 0 09 Sep 2020
On the Orthogonality of Knowledge Distillation with Other Techniques: From an Ensemble Perspective Seonguk Park Kiyoon Yoo Nojun Kwak FedML 152 3 0 09 Sep 2020
Binarized Neural Architecture Search for Efficient Object RecognitionInternational Journal of Computer Vision (IJCV), 2020 Hanlin Chen Lian Zhuo Baochang Zhang Xiawu Zheng Jianzhuang Liu Rongrong Ji David Doermann G. Guo MQ 86 19 0 08 Sep 2020
Adversarial Machine Learning in Image Classification: A Survey Towards the Defender's PerspectiveACM Computing Surveys (ACM CSUR), 2020 G. R. Machado Eugênio Silva R. Goldschmidt AAML 228 179 0 08 Sep 2020
LaSOT: A High-quality Large-scale Single Object Tracking BenchmarkInternational Journal of Computer Vision (IJCV), 2020 Heng Fan Hexin Bai Liting Lin Fan Yang Peng Chu ... Juehuan Liu Yong-mei Xu Chunyuan Liao Lin Yuan Haibin Ling VOT 225 291 0 08 Sep 2020
Adversarial attacks on deep learning models for fatty liver disease classification by modification of ultrasound image reconstruction methodIUS (IUS), 2020 Michal Byra G. Styczynski C. Szmigielski P. Kalinowski L. Michalowski R. Paluszkiewicz B. Ziarkiewicz-Wróblewska K. Zieniewicz A. Nowicki AAML MedIm 106 19 0 07 Sep 2020
Why Spectral Normalization Stabilizes GANs: Analysis and ImprovementsNeural Information Processing Systems (NeurIPS), 2020 Zinan Lin Vyas Sekar Giulia Fanti 150 53 0 06 Sep 2020
Detection Defense Against Adversarial Attacks with Saliency MapInternational Journal of Intelligent Systems (IJIS), 2020 Dengpan Ye Chuanxi Chen Changrui Liu Hao Wang Shunzhi Jiang AAML 92 31 0 06 Sep 2020
A Survey on Machine Learning from Few SamplesPattern Recognition (Pattern Recognit.), 2020 Jiang Lu Pinghua Gong Jieping Ye Jianwei Zhang Changshu Zhang 267 71 0 06 Sep 2020
Bluff: Interactively Deciphering Adversarial Attacks on Deep Neural NetworksVisual .. (VISUAL), 2020 Nilaksh Das Haekyu Park Zijie J. Wang Fred Hohman Robert Firstman Emily Rogers Duen Horng Chau AAML 115 28 0 05 Sep 2020
S-SGD: Symmetrical Stochastic Gradient Descent with Weight Noise Injection for Reaching Flat Minima Wonyong Sung Iksoo Choi Jinhwan Park Seokhyun Choi Sungho Shin ODL 110 8 0 05 Sep 2020
Player Identification in Hockey Broadcast VideosExpert systems with applications (ESWA), 2020 Alvin Chan M. Levine Mehrsan Javan 102 22 0 05 Sep 2020