出品 | 深度學習這件小事公眾號
[1] High-Capacity Expert Binary Networks作者 | Adrian Bulat, Brais Martinez, Georgios Tzimiropoulos連結 | https://arxiv.org/abs/2010.03558 [2] On the Evaluation of Generative Adversarial Networks By Discriminative Models作者 | Amirsina Torfi, Mohammadreza Beyki, Edward A. Fox連結 | https://arxiv.org/abs/2010.03549 備註 | Accepted to be published in ICPR 2020[3] BoMuDA: Boundless Multi-Source Domain Adaptive Segmentation in Unconstrained Environments作者 | Divya Kothandaraman, Rohan Chandra, Dinesh Manocha連結 | https://arxiv.org/abs/2010.03523 [4] Learning Monocular 3D Vehicle Detection without 3D Bounding Box Labels作者 | L. Koestler, N. Yang, R. Wang, D. Cremers連結 | https://arxiv.org/abs/2010.03506 [5] Reconfigurable Cyber-Physical System for Lifestyle Video-Monitoring via Deep Learning作者 | Daniel Deniz, Francisco Barranco, Juan Isern, Eduardo Ros連結 | https://arxiv.org/abs/2010.03497 [6] Super-Human Performance in Online Low-latency Recognition of Conversational Speech作者 | Thai-Son Nguyen, Sebastian Stueker, Alex Waibel連結 | https://arxiv.org/abs/2010.03449 [7] Universal Weighting Metric Learning for Cross-Modal Matching作者 | Jiwei Wei, Xing Xu, Yang Yang, Yanli Ji, Zheng Wang, Heng Tao Shen連結 | https://arxiv.org/abs/2010.03403 [8] A study on using image based machine learning methods to develop the surrogate models of stamp forming simulations作者 | Haosu Zhou, Qingfeng Xu, Nan Li連結 | https://arxiv.org/abs/2010.03370 備註 | 16 pages, 14 figures[9] Deep Learning in Diabetic Foot Ulcers Detection: A Comprehensive Evaluation作者 | Moi Hoon Yap, Ryo Hachiuma, Azadeh Alavi, Raphael Brungel, Manu Goyal, Hongtao Zhu, Bill Cassidy, Johannes Ruckert, Moshe Olshansky, Xiao Huang, Hideo Saito, Saeed Hassanpour, Christoph M. Friedrich, David Ascher, Anping Song, Hiroki Kajita, David Gillespie, Neil D. Reeves, Joseph Pappachan, Claire O'Shea, Eibe Frank連結 | https://arxiv.org/abs/2010.03341 備註 | 17 pages, 17 figures, 9 tables[10] Multi-label classification of promotions in digital leaflets using textual and visual information作者 | Roberto Arroyo, David Jiménez-Cabello, Javier Martínez-Cebrián連結 | https://arxiv.org/abs/2010.03331 備註 | Conference on Computational Linguistics (COLING). Workshop on Natural Language Processing in E-Commerce (EcomNLP 2020)[11] Contour Primitive of Interest Extraction Network Based on One-shot Learning for Object-Agnostic Vision Measurement作者 | Fangbo Qin, Jie Qin, Siyu Huang, De Xu連結 | https://arxiv.org/abs/2010.03325 備註 | Submitted to IEEE Robotics and Automation Letters[12] YOdar: Uncertainty-based Sensor Fusion for Vehicle Detection with Camera and Radar Sensors作者 | Kamil Kowol, Matthias Rottmann, Stefan Bracke, Hanno Gottschalk連結 | https://arxiv.org/abs/2010.03320 [13] Rotation-Invariant Local-to-Global Representation Learning for 3D Point Cloud作者 | Seohyun Kim, Jaeyoo Park, Bohyung Han連結 | https://arxiv.org/abs/2010.03318 備註 | 15 pages, Accepted by NeurIPS 2020[14] CD-UAP: Class Discriminative Universal Adversarial Perturbation作者 | Chaoning Zhang, Philipp Benz, Tooba Imtiaz, In So Kweon連結 | https://arxiv.org/abs/2010.03300 [15] Attention Model Enhanced Network for Classification of Breast Cancer Image作者 | Xiao Kang, Xingbo Liu, Xiushan Nie, Xiaoming Xi, Yilong Yin連結 | https://arxiv.org/abs/2010.03271 [16] Learning Binary Semantic Embedding for Histology Image Classification and Retrieval作者 | Xiao Kang, Xingbo Liu, Xiushan Nie, Yilong Yin連結 | https://arxiv.org/abs/2010.03266 [17] Variational Transfer Learning for Fine-grained Few-shot Visual Recognition作者 | Jingyi Xu, Mingzhen Huang, ShahRukh Athar, Dimitris Samaras連結 | https://arxiv.org/abs/2010.03255 [18] Learning Clusterable Visual Features for Zero-Shot Recognition作者 | Jingyi Xu, Zhixin Shu, Dimitris Samaras連結 | https://arxiv.org/abs/2010.03245 [19] RealSmileNet: A Deep End-To-End Network for Spontaneous and Posed Smile Recognition作者 | Yan Yang, Md Zakir Hossain, Tom Gedeon, Shafin Rahman連結 | https://arxiv.org/abs/2010.03203 [20] Vision-Based Object Recognition in Indoor Environments Using Topologically Persistent Features作者 | Ekta U. Samani, Xingjian Yang, Ashis G. Banerjee連結 | https://arxiv.org/abs/2010.03196 備註 | This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible[21] VICTR: Visual Information Captured Text Representation for Text-to-Image Multimodal Tasks作者 | Caren Han, Siqu Long, Siwen Luo, Kunze Wang, Josiah Poon連結 | https://arxiv.org/abs/2010.03182 備註 | Accepted by COLING 2020[22] A Study on Trees's Knots Prediction from their Bark Outer-Shape作者 | Mejri Mohamed, Antoine Richard, Cedric Pradalier連結 | https://arxiv.org/abs/2010.03173 備註 | arXiv admin note: text overlap with arXiv:2002.04571[23] DML-GANR: Deep Metric Learning With Generative Adversarial Network Regularization for High Spatial Resolution Remote Sensing Image Retrieval作者 | Yun Cao, Yuebin Wang, Junhuan Peng, Liqiang Zhang, Linlin Xu, Kai Yan, Lihua Li連結 | https://arxiv.org/abs/2010.03116 [24] SLCRF: Subspace Learning with Conditional Random Field for Hyperspectral Image Classification作者 | Yun Cao, Jie Mei, Yuebin Wang, Liqiang Zhang, Junhuan Peng, Bing Zhang, Lihua Li, Yibo Zheng連結 | https://arxiv.org/abs/2010.03115 [25] Channel Recurrent Attention Networks for Video Pedestrian Retrieval作者 | Pengfei Fang, Pan Ji, Jieming Zhou, Lars Petersson, Mehrtash Harandi連結 | https://arxiv.org/abs/2010.03108 備註 | To appear in ACCV 2020[26] Adversarial Patch Attacks on Monocular Depth Estimation Networks作者 | Koichiro Yamanaka, Ryutaroh Matsumoto, Keita Takahashi, Toshiaki Fujii連結 | https://arxiv.org/abs/2010.03072 項目連結 | https://www.fujii.nuee.nagoya-u.ac.jp/Research/MonoDepth/備註 | Publisher's Open Access PDF with the CC-BY copyright. [27] Domain Adaptive Transfer Learning on Visual Attention Aware Data Augmentation for Fine-grained Visual Categorization作者 | Ashiq Imran, Vassilis Athitsos連結 | https://arxiv.org/abs/2010.03071 備註 | 18 pages, 12 figures, 4 tables[28] Weakly-Supervised Feature Learning via Text and Image Matching作者 | Gongbo Liang, Connor Greenwell, Yu Zhang, Xiaoqin Wang, Ramakanth Kavuluru, Nathan Jacobs連結 | https://arxiv.org/abs/2010.03060 [29] Rotate to Attend: Convolutional Triplet Attention Module作者 | Diganta Misra, Trikay Nalamada, Ajay Uppili Arasanipalai, Qibin Hou連結 | https://arxiv.org/abs/2010.03045 項目連結 | https://github.com/LandskapeAI/triplet-attention[30] A deep learning pipeline for identification of motor units in musculoskeletal ultrasound作者 | Hazrat Ali, Johannes Umander, Robin Rohlén, Christer Grönlund連結 | https://arxiv.org/abs/2010.03028 [31] Predicting Hourly Demand in Station-free Bike-sharing Systems with Video-level Data作者 | Xiao Yan, Gang Kou, Feng Xiao, Dapeng Zhang, Xianghua Gan連結 | https://arxiv.org/abs/2010.03027 備註 | 12 pages, 15 figures[32] Place Recognition in Forests with Urquhart Tessellations作者 | Guilherme V. Nardari, Avraham Cohen, Steven W. Chen, Xu Liu, Vaibhav Arcot, Roseli A. F. Romero, Vijay Kumar連結 | https://arxiv.org/abs/2010.03026 [33] Real-Time Resource Allocation for Tracking Systems作者 | Yash Satsangi, Shimon Whiteson, Frans A. Oliehoek, Henri Bouma連結 | https://arxiv.org/abs/2010.03024 [34] IS-CAM: Integrated Score-CAM for axiomatic-based explanations作者 | Rakshit Naidu, Ankita Ghosh, Yash Maurya, Shamanth R Nayak K, Soumya Snigdha Kundu連結 | https://arxiv.org/abs/2010.03023 [35] Global Self-Attention Networks for Image Recognition作者 | Zhuoran Shen, Irwan Bello, Raviteja Vemulapalli, Xuhui Jia, Ching-Hui Chen連結 | https://arxiv.org/abs/2010.03019 [36] Online Action Detection in Streaming Videos with Time Buffers作者 | Bowen Zhang, Hao Chen, Meng Wang, Yuanjun Xiong連結 | https://arxiv.org/abs/2010.03016 [37] Motion Prediction Using Temporal Inception Module作者 | Tim Lebailly, Sena Kiciroglu, Mathieu Salzmann, Pascal Fua, Wei Wang連結 | https://arxiv.org/abs/2010.03006 備註 | 16 pages, 4 figures. To appear in the proceedings of the 15th Asian Conference on Computer Vision, ACCV 2020[38] Using Sentences as Semantic Representations in Large Scale Zero-Shot Learning作者 | Yannick Le Cacheux, Hervé Le Borgne, Michel Crucianu連結 | https://arxiv.org/abs/2010.02959 [39] Learning to Represent Image and Text with Denotation Graph作者 | Bowen Zhang, Hexiang Hu, Vihan Jain, Eugene Ie, Fei Sha連結 | https://arxiv.org/abs/2010.02949 備註 | to appear at EMNLP 2020[40] Gradient Flow in Sparse Neural Networks and How Lottery Tickets Win作者 | Utku Evci, Yani A. Ioannou, Cem Keskin, Yann Dauphin連結 | https://arxiv.org/abs/2010.03533 備註 | sparse training, sparsity, pruning, lottery ticket hypothesis, lottery tickets, sparse initialization, initialization, deep learning, gradient flow[41] Discriminative Cross-Modal Data Augmentation for Medical Imaging Applications作者 | Yue Yang, Pengtao Xie連結 | https://arxiv.org/abs/2010.03468 [42] Deep Neural Network: An Efficient and Optimized Machine Learning Paradigm for Reducing Genome Sequencing Error作者 | Ferdinand Kartriku, Dr. Robert Sowah, Charles Saah連結 | https://arxiv.org/abs/2010.03420 [43] Memory-efficient GAN-based Domain Translation of High Resolution 3D Medical Images作者 | Hristina Uzunova, Jan Ehrhardt, Heinz Handels連結 | https://arxiv.org/abs/2010.03396 備註 | Accepted for Computerized Medical Imaging and Graphics[44] Descriptive analysis of computational methods for automating mammograms with practical applications作者 | Aparna Bhale, Manish Joshi連結 | https://arxiv.org/abs/2010.03378 備註 | 33 pages and 2 Figures. A review paper of the research work related to mamography[45] Secure 3D medical Imaging連結 | https://arxiv.org/abs/2010.03367 備註 | 24 Pages, 4 Tables, 6 Figures[46] Batch Normalization Increases Adversarial Vulnerability: Disentangling Usefulness and Robustness of Model Features作者 | Philipp Benz, Chaoning Zhang, In So Kweon連結 | https://arxiv.org/abs/2010.03316 [47] Double Targeted Universal Adversarial Perturbations作者 | Philipp Benz, Chaoning Zhang, Tooba Imtiaz, In So Kweon連結 | https://arxiv.org/abs/2010.03288 備註 | Accepted at ACCV 2020[48] Low-Rank Robust Online Distance/Similarity Learning based on the Rescaled Hinge Loss作者 | Davood Zabihzadeh, Ali Karami-Mollaee連結 | https://arxiv.org/abs/2010.03268 備註 | An Online Distance-Similarity learning approach in noisy environment[49] A Novel Face-tracking Mouth Controller and its Application to Interacting with Bioacoustic Models作者 | Gamhewage C. de Silva, Tamara Smyth, Michael J. Lyons連結 | https://arxiv.org/abs/2010.03265 備註 | Proceedings of the International Conference on New Interfaces for Musical Expression, 2004 (NIME-04)[50] Deep Learning-Based Grading of Ductal Carcinoma In Situ in Breast Histopathology Images作者 | Suzanne C. Wetstein, Nikolas Stathonikos, Josien P.W. Pluim, Yujing J. Heng, Natalie D. ter Hoeve, Celien P.H. Vreuls, Paul J. van Diest, Mitko Veta連結 | https://arxiv.org/abs/2010.03244 [51] Sonification of Facial Actions for Musical Expression作者 | Mathias Funk, Kazuhiro Kuwabara, Michael J. Lyons連結 | https://arxiv.org/abs/2010.03223 備註 | Proceedings of the International Conference on New Interfaces for Musical Expression, 2005 (NIME-05)[52] Designing, Playing, and Performing with a Vision-based Mouth Interface作者 | Michael J. Lyons, Michael Haehnel, Nobuji Tetsutani連結 | https://arxiv.org/abs/2010.03213 備註 | Proceedings of the International Conference on New Interfaces for Musical Expression, 2003[53] M3Lung-Sys: A Deep Learning System for Multi-Class Lung Pneumonia Screening from CT Imaging作者 | Xuelin Qian, Huazhu Fu, Weiya Shi, Tao Chen, Yanwei Fu, Fei Shan, Xiangyang Xue連結 | https://arxiv.org/abs/2010.03201 備註 | IEEE Journal of Biomedical and Health Informatics (JBHI), 2020[54] WDN: A Wide and Deep Network to Divide-and-Conquer Image Super-resolution作者 | Vikram Singh (1), Anurag Mittal (1) ((1) Indian Institute of Technology - Madras)連結 | https://arxiv.org/abs/2010.03199 [55] Conditional Generative Modeling via Learning the Latent Space作者 | Sameera Ramasinghe, Kanchana Ranasinghe, Salman Khan, Nick Barnes, Stephen Gould連結 | https://arxiv.org/abs/2010.03132 [56] A Fast and Effective Method of Macula Automatic Detection for Retina Images作者 | Yukang Jiang, Jianying Pan, Yanhe Shen, Jin Zhu, Jiamin Huang, Huirui Xie, Xueqin Wang, Yan Luo連結 | https://arxiv.org/abs/2010.03122