Title
A feature-supervised generative adversarial network for environmental monitoring during hazy days Ke Min Wang Siyuan Zhang Junlan Chen Fan Ren Lei Xiao GAN 143 20 0 05 Aug 2020
Adv-watermark: A Novel Watermark Perturbation for Adversarial Examples Yang Liu Xingxing Wei Xiaochun Cao Xiaoguang Han AAML 164 99 0 05 Aug 2020
Importance of Self-Consistency in Active Learning for Semantic Segmentation S. Golestaneh Kris Kitani SSL 82 43 0 04 Aug 2020
Entropy Guided Adversarial Model for Weakly Supervised Object Localization Sabrina Narimene Benassou Wuzhen Shi Feng Jiang GAN AAML WSOL 119 5 0 04 Aug 2020
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap Lingxi Xie Xin Chen Kaifeng Bi Longhui Wei Yuhui Xu ... Lanfei Wang Anxiang Xiao Jianlong Chang Xiaopeng Zhang Qi Tian ViT 275 117 0 04 Aug 2020
Prior Guided Feature Enrichment Network for Few-Shot Segmentation Zhuotao Tian Hengshuang Zhao Michelle Shu Zhicheng Yang Ruiyu Li Jiaya Jia 224 606 0 04 Aug 2020
Controlling Information Capacity of Binary Neural Network D. Ignatov Andrey D. Ignatov MQ 211 25 0 04 Aug 2020
Learning Visual Representations with Caption Annotations Mert Bulent Sariyildiz J. Perez Diane Larlus VLM SSL 234 169 0 04 Aug 2020
Multiple instance learning on deep features for weakly supervised object detection with extreme domain shifts Nicolas Gonthier Saïd Ladjal Y. Gousseau WSOD 343 31 0 03 Aug 2020
AUTSL: A Large Scale Multi-modal Turkish Sign Language Dataset and Baseline Methods Ozge Mercanoglu Sincan H. Keles SLR 241 208 0 03 Aug 2020
LSOTB-TIR:A Large-Scale High-Diversity Thermal Infrared Object Tracking Benchmark Qiao Liu Xin Li Zhenyu He Chenglong Li Jun Li ... Di Yuan Jing Li Kai-Bo Yang Nana Fan Feng Zheng 182 101 0 03 Aug 2020
The Rate-Distortion-Accuracy Tradeoff: JPEG Case StudyData Compression Conference (DCC), 2020 Xiyang Luo Hossein Talebi Feng Yang Michael Elad P. Milanfar 144 42 0 03 Aug 2020
Semi-supervised deep learning based on label propagation in a 2D embedded spaceIberoamerican Congress on Pattern Recognition (CIARP), 2020 B. C. Benato J. Gomes A. Telea A. X. Falcão GAN SSL 95 10 0 02 Aug 2020
Accurate and Efficient Intracranial Hemorrhage Detection and Subtype Classification in 3D CT Scans with Convolutional and Long Short-Term Memory Neural NetworksItalian National Conference on Sensors (INS), 2020 Mihail Burduja Radu Tudor Ionescu N. Verga 172 95 0 01 Aug 2020
Eigen-CAM: Class Activation Map using Principal ComponentsIEEE International Joint Conference on Neural Network (IJCNN), 2020 Mohammed Bany Muhammad M. Yeasin 201 443 0 01 Aug 2020
Meta-DRN: Meta-Learning for 1-Shot Image SegmentationIEEE India Conference (INDICON), 2020 Atmadeep Banerjee SSeg VLM 143 5 0 01 Aug 2020
Efficient Adversarial Attacks for Visual Object TrackingEuropean Conference on Computer Vision (ECCV), 2020 Yaning Tan Xingxing Wei Siyuan Yao Xiaochun Cao AAML 151 91 0 01 Aug 2020
Contrastive Explanations in Neural NetworksInternational Conference on Information Photonics (ICIP), 2020 Mohit Prabhushankar Gukyeong Kwon Dogancan Temel Ghassan AlRegib FAtt 133 38 0 01 Aug 2020
Vulnerability Under Adversarial Machine Learning: Bias or Variance? Hossein Aboutalebi M. Shafiee Michelle Karg C. Scharfenberger A. Wong AAML 116 3 0 01 Aug 2020
An Empirical Survey of Data Augmentation for Time Series Classification with Neural NetworksPLoS ONE (PLOS ONE), 2020 Brian Kenji Iwana S. Uchida AI4TS 294 564 0 31 Jul 2020
Saliency-driven Class Impressions for Feature Visualization of Deep Neural NetworksInternational Conference on Information Photonics (ICIP), 2020 Sravanti Addepalli Dipesh Tamboli R. Venkatesh Babu Biplab Banerjee FAtt 96 3 0 31 Jul 2020
ETH-XGaze: A Large Scale Dataset for Gaze Estimation under Extreme Head Pose and Gaze VariationEuropean Conference on Computer Vision (ECCV), 2020 Xucong Zhang Seonwook Park Thabo Beeler D. Bradley Siyu Tang Otmar Hilliges 221 299 0 31 Jul 2020
Multi-label Zero-shot Classification by Learning to Transfer from External KnowledgeBritish Machine Vision Conference (BMVC), 2020 He Huang Yuan-Wei Chen Wei Tang Wenhao Zheng Qingguo Chen Yao Hu Philip Yu VLM 140 14 0 30 Jul 2020
Learning from Few Samples: A Survey Nihar Bendre Hugo Terashima-Marín Peyman Najafirad VLM BDL 178 59 0 30 Jul 2020
Searching for Pneumothorax in Half a Million Chest X-Ray ImagesConference on Artificial Intelligence in Medicine in Europe (AIME), 2020 Antonio Sze-To Hamid Tizhoosh 52 2 0 30 Jul 2020
DeepPeep: Exploiting Design Ramifications to Decipher the Architecture of Compact DNNsACM Journal on Emerging Technologies in Computing Systems (JETC), 2020 N. Jha Sparsh Mittal Binod Kumar Govardhan Mattela AAML 140 13 0 30 Jul 2020
SynergicLearning: Neural Network-Based Feature Extraction for Highly-Accurate Hyperdimensional Learning M. Nazemi Amirhossein Esmaili A. Fayyazi Massoud Pedram 82 20 0 30 Jul 2020
Rethinking Recurrent Neural Networks and Other Improvements for Image Classification N. H. Phong B. Ribeiro VLM 141 9 0 30 Jul 2020
Generative Classifiers as a Basis for Trustworthy Image Classification Radek Mackowiak Lynton Ardizzone Ullrich Kothe Carsten Rother 142 4 0 29 Jul 2020
Presentation and Analysis of a Multimodal Dataset for Grounded Language Learning Patrick Jenkins Rishabh Sachdeva Gaoussou Youssouf Kebe Padraig Higgins Kasra Darvish Edward Raff Don Engel J. Winder Francis Ferraro Cynthia Matuszek 129 5 0 29 Jul 2020
SipMask: Spatial Information Preservation for Fast Image and Video Instance SegmentationEuropean Conference on Computer Vision (ECCV), 2020 Jiale Cao Rao Muhammad Anwer Hisham Cholakkal Fahad Shahbaz Khan Yanwei Pang Ling Shao ISeg 151 185 0 29 Jul 2020
Detection and Localization of Robotic Tools in Robot-Assisted Surgery Videos Using Deep Neural Networks for Region Proposal and DetectionIEEE Transactions on Medical Imaging (TMI), 2017 Duygu Sarikaya Jason J. Corso K. Guru 115 215 0 29 Jul 2020
Stylized Adversarial DefenseIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Muzammal Naseer Salman Khan Munawar Hayat Fahad Shahbaz Khan Fatih Porikli GAN AAML 169 18 0 29 Jul 2020
Composer Style Classification of Piano Sheet Music Images Using Language Model PretrainingInternational Society for Music Information Retrieval Conference (ISMIR), 2020 T. Tsai Kevin Ji VLM 111 20 0 29 Jul 2020
Flower: A Friendly Federated Learning Research Framework Daniel J. Beutel Taner Topal Akhil Mathur Xinchi Qiu Javier Fernandez-Marques ... Lorenzo Sani Kwing Hei Li Titouan Parcollet Pedro Porto Buarque de Gusmão Nicholas D. Lane FedML 415 1,053 0 28 Jul 2020
Toward Zero-Shot Unsupervised Image-to-Image Translation Yuanqi Chen Xiaoming Yu Shan Liu Ge Li 109 1 0 28 Jul 2020
Weakly Supervised 3D Object Detection from Point CloudsACM Multimedia (ACM MM), 2020 Zengyi Qin Jinglu Wang Yan Lu 3DPC 198 67 0 28 Jul 2020
The MAMe Dataset: On the relevance of High Resolution and Variable Shape image properties Ferran Parés Anna Arias-Duart Dario Garcia-Gasulla Gema Campo-Francés Nina Viladrich Eduard Ayguadé Jesús Labarta 225 8 0 27 Jul 2020
NOH-NMS: Improving Pedestrian Detection by Nearby Objects HallucinationACM Multimedia (ACM MM), 2020 Pengcheng Zhou Chong Zhou Pai Peng Junlong Du Xing Sun Xiao-Wei Guo Feiyue Huang 135 48 0 27 Jul 2020
Feature visualization of Raman spectrum analysis with deep convolutional neural networkAnalytica Chimica Acta (ACA), 2019 Masashi Fukuhara Kazuhiko Fujiwara Y. Maruyama H. Itoh 66 67 0 27 Jul 2020
Representation Learning with Video Deep InfoMax R. Devon Hjelm Philip Bachman SSL MDE 193 28 0 27 Jul 2020
CSER: Communication-efficient SGD with Error ResetNeural Information Processing Systems (NeurIPS), 2020 Cong Xie Shuai Zheng Oluwasanmi Koyejo Indranil Gupta Mu Li Yanghua Peng 198 42 0 26 Jul 2020
OASIS: A Large-Scale Dataset for Single Image 3D in the WildComputer Vision and Pattern Recognition (CVPR), 2020 Weifeng Chen Shengyi Qian David Fan Noriyuki Kojima Max Hamilton Gaowen Liu 3DV 184 70 0 26 Jul 2020
Learning and aggregating deep local descriptors for instance-level recognitionEuropean Conference on Computer Vision (ECCV), 2020 Giorgos Tolias Tomás Jenícek Ondvrej Chum FedML 359 108 0 26 Jul 2020
HATNet: An End-to-End Holistic Attention Network for Diagnosis of Breast Biopsy Images Sachin Mehta Ximing Lu D. Weaver J. Elmore Hannaneh Hajishirzi Linda G. Shapiro 77 5 0 25 Jul 2020
Neural networks with late-phase weightsInternational Conference on Learning Representations (ICLR), 2020 J. Oswald Seijin Kobayashi Alexander Meulemans Christian Henning Benjamin Grewe João Sacramento 208 38 0 25 Jul 2020
MirrorNet: Bio-Inspired Camouflaged Object Segmentation Jinnan Yan Trung-Nghia Le Khanh-Duy Nguyen M. Tran Thanh-Toan Do Tam V. Nguyen 94 25 0 25 Jul 2020
Hard negative examples are hard, but usefulEuropean Conference on Computer Vision (ECCV), 2020 Hong Xuan Abby Stylianou Xiaotong Liu Robert Pless DML 176 144 0 24 Jul 2020
Deep Co-Training with Task Decomposition for Semi-Supervised Domain AdaptationIEEE International Conference on Computer Vision (ICCV), 2020 Luyu Yang Yan Wang M. Gao Abhinav Shrivastava Kilian Q. Weinberger Wei-Lun Chao Ser-Nam Lim OOD 347 87 0 24 Jul 2020
Deforming the Loss Surface Liangming Chen Long Jin Xiujuan Du Shuai Li Mei Liu ODL 122 0 0 24 Jul 2020