出品 | 深度學習這件小事公眾號
[1] SDF-SRN: Learning Signed Distance 3D Object Reconstruction from Static Images作者 | Chen-Hsuan Lin, Chaoyang Wang, Simon Lucey連結 | https://arxiv.org/abs/2010.10505 項目連結 | https://chenhsuanlin.bitbucket.io/signed-distance-SRN/備註 | Accepted to NeurIPS 2020. [2] FishNet: A Unified Embedding for Salmon Recognition作者 | Bjørn Magnus Mathisen, Kerstin Bach, Espen Meidell, Håkon Måløy, Edvard Schreiner Sjøblom連結 | https://arxiv.org/abs/2010.10475 [3] Tilting at windmills: Data augmentation for deep pose estimation does not help with occlusions作者 | Rafal Pytel, Osman Semih Kayhan, Jan C. van Gemert連結 | https://arxiv.org/abs/2010.10451 [4] Convolutional neural networks for automatic detection of Focal Cortical Dysplasia作者 | Ruslan Aliev, Ekaterina Kondrateva, Maxim Sharaev, Oleg Bronov, Alexey Marinets, Sergey Subbotin, Alexander Bernstein, Evgeny Burnaev連結 | https://arxiv.org/abs/2010.10373 備註 | MRI, Deep learning, CNN, computer vision, medical detection, epilepsy, FCD, focal cortical dysplasia[5] A Flatter Loss for Bias Mitigation in Cross-dataset Facial Age Estimation作者 | Ali Akbari, Muhammad Awais, Zhen-Hua Feng, Ammarah Farooq, Josef Kittler連結 | https://arxiv.org/abs/2010.10368 [6] Leveraging SLIC Superpixel Segmentation and Cascaded Ensemble SVM for Fully Automated Mass Detection In Mammograms作者 | Jaime Simarro, Zohaib Salahuddin, Ahmed Gouda, Anindo Saha連結 | https://arxiv.org/abs/2010.10340 [7] Pedestrian Intention Prediction: A Multi-task Perspective作者 | Smail Ait Bouhsain, Saeed Saadatnejad, Alexandre Alahi連結 | https://arxiv.org/abs/2010.10270 備註 | Accepted and will be presented in hEART2020[8] AutoBSS: An Efficient Algorithm for Block Stacking Style Search作者 | Yikang Zhang, Jian Zhang, Zhao Zhong連結 | https://arxiv.org/abs/2010.10261 [9] Preventing Personal Data Theft in Images with Adversarial ML作者 | Thomas Cilloni, Wei Wang, Charles Walter, Charles Fleming連結 | https://arxiv.org/abs/2010.10242 [10] Micro CT Image-Assisted Cross Modality Super-Resolution of Clinical CT Images Utilizing Synthesized Training Dataset作者 | Tong Zheng, Hirohisa Oda, Masahiro Oda, Shota Nakamura, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori連結 | https://arxiv.org/abs/2010.10207 [11] ICFHR 2020 Competition on Image Retrieval for Historical Handwritten Fragments作者 | Mathias Seuret, Anguelos Nicolaou, Dominique Stutzmann, Andreas Maier, Vincent Christlein連結 | https://arxiv.org/abs/2010.10197 [12] Claw U-Net: A Unet-based Network with Deep Feature Concatenation for Scleral Blood Vessel Segmentation作者 | Chang Yao, Jingyu Tang, Menghan Hu, Yue Wu, Wenyi Guo, Qingli Li, Xiao-Ping Zhang連結 | https://arxiv.org/abs/2010.10163 [13] Two-Stage Generative Adversarial Networks for Document Image Binarization with Color Noise and Background Removal作者 | Sungho Suh, Jihun Kim, Paul Lukowicz, Yong Oh Lee連結 | https://arxiv.org/abs/2010.10103 備註 | Under review in IEEE Transactions on Pattern Analysis and Machine Intelligence[14] BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues作者 | Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C.H. Hoi連結 | https://arxiv.org/abs/2010.10095 [15] Real-time Localized Photorealistic Video Style Transfer作者 | Xide Xia, Tianfan Xue, Wei-sheng Lai, Zheng Sun, Abby Chang, Brian Kulis, Jiawen Chen連結 | https://arxiv.org/abs/2010.10056 備註 | 16 pages, 15 figures[16] Video Reconstruction by Spatio-Temporal Fusion of Blurred-Coded Image Pair作者 | Anupama S, Prasan Shedligeri, Abhishek Pal, Kaushik Mitra連結 | https://arxiv.org/abs/2010.10052 [17] Tracking from Patterns: Learning Corresponding Patterns in Point Clouds for 3D Object Tracking作者 | Jieqi Shi, Peiliang Li, Shaojie Shen連結 | https://arxiv.org/abs/2010.10051 備註 | 4 pages, ECCV2020 Workshop on Perception for Autonomous Driving(PAD2020)[18] Robust Neural Networks inspired by Strong Stability Preserving Runge-Kutta methods作者 | Byungjoo Kim, Bryce Chudomelka, Jinyoung Park, Jaewoo Kang, Youngjoon Hong, Hyunwoo J. Kim連結 | https://arxiv.org/abs/2010.10047 [19] SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency作者 | Sameer Dharur, Purva Tendulkar, Dhruv Batra, Devi Parikh, Ramprasaath R. Selvaraju連結 | https://arxiv.org/abs/2010.10038 [20] TTPLA: An Aerial-Image Dataset for Detection and Segmentation of Transmission Towers and Power Lines作者 | Rabab Abdelfattah, Xiaofeng Wang, Song Wang連結 | https://arxiv.org/abs/2010.10032 備註 | 17 pages, 9 figures, 4 Tables[21] Fast Video Salient Object Detection via Spatiotemporal Knowledge Distillation連結 | https://arxiv.org/abs/2010.10027 [22] An Investigation of Feature Selection and Transfer Learning for Writer-Independent Offline Handwritten Signature Verification作者 | Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin連結 | https://arxiv.org/abs/2010.10025 備註 | arXiv admin note: text overlap with arXiv:2004.03373[23] Neural Architecture Performance Prediction Using Graph Neural Networks作者 | Jovita Lukasik, David Friede, Heiner Stuckenschmidt, Margret Keuper連結 | https://arxiv.org/abs/2010.10024 備註 | camera ready version for DAGM GCPR 2020. arXiv admin note: substantial text overlap with arXiv:1912.05317[24] Hierarchical Conditional Relation Networks for Multimodal Video Question Answering作者 | Thao Minh Le, Vuong Le, Svetha Venkatesh, Truyen Tran連結 | https://arxiv.org/abs/2010.10019 [25] Towards Accurate Human Pose Estimation in Videos of Crowded Scenes作者 | Li Yuan, Shuning Chang, Xuecheng Nie, Ziyuan Huang, Yichen Zhou, Yunpeng Chen, Jiashi Feng, Shuicheng Yan連結 | https://arxiv.org/abs/2010.10008 備註 | 2'st Place in ACM Multimedia Grand Challenge: Human in Events, Track2: Crowd Pose Estimation in Complex Events.[26] A Simple Baseline for Pose Tracking in Videos of Crowded Scenes作者 | Li Yuan, Shuning Chang, Ziyuan Huang, Yichen Zhou, Yunpeng Chen, Xuecheng Nie, Francis E.H. Tay, Jiashi Feng, Shuicheng Yan連結 | https://arxiv.org/abs/2010.10007 備註 | 2'st Place in ACM Multimedia Grand Challenge: Human in Events, Track3: Crowd Pose Tracking in Complex Events. [27] SWIPENET: Object detection in noisy underwater images作者 | Long Chen, Feixiang Zhou, Shengke Wang, Junyu Dong, Ning Li, Haiping Ma, Xin Wang, Huiyu Zhou連結 | https://arxiv.org/abs/2010.10006 [28] Convolutional-LSTM for Multi-Image to Single Output Medical Prediction作者 | Luis Leal, Marvin Castillo, Fernando Juarez, Erick Ramirez, Mildred Aspuac, Diana Letona連結 | https://arxiv.org/abs/2010.10004 [29] Contextual Heterogeneous Graph Network for Human-Object Interaction Detection作者 | Hai Wang, Wei-Shi Zheng, Ling Yingbiao連結 | https://arxiv.org/abs/2010.10001 備註 | Published on ECCV-2020[30] Explorable Tone Mapping Operators作者 | Chien-Chuan Su, Ren Wang, Hung-Jin Lin, Yu-Lun Liu, Chia-Ping Chen, Yu-Lin Chang, Soo-Chang Pei連結 | https://arxiv.org/abs/2010.10000 備註 | To appear in ICPR 2020[31] Wasserstein K-Means for Clustering Tomographic Projections作者 | Rohan Rao, Amit Moscovich, Amit Singer連結 | https://arxiv.org/abs/2010.09989 備註 | 11 pages, 5 figures, 1 table[32] L-RED: Efficient Post-Training Detection of Imperceptible Backdoor Attacks without Access to the Training Set作者 | Zhen Xiang, David J. Miller, George Kesidis連結 | https://arxiv.org/abs/2010.09987 [33] ivadomed: A Medical Imaging Deep Learning Toolbox作者 | Charley Gros, Andreanne Lemay, Olivier Vincent, Lucas Rouhier, Anthime Bucquet, Joseph Paul Cohen, Julien Cohen-Adad連結 | https://arxiv.org/abs/2010.09984 [34] Depth Guided Adaptive Meta-Fusion Network for Few-shot Video Recognition作者 | Yuqian Fu, Li Zhang, Junke Wang, Yanwei Fu, Yu-Gang Jiang連結 | https://arxiv.org/abs/2010.09982 備註 | accepted by ACM Multimedia 2020[35] Stronger, Faster and More Explainable: A Graph Convolutional Baseline for Skeleton-based Action Recognition作者 | Yi-Fan Song, Zhang Zhang, Caifeng Shan, Liang Wang連結 | https://arxiv.org/abs/2010.09978 備註 | Accepted by ACM MultiMedia 2020, 9 pages, 4 figures, 5 tables[36] Hierarchical Paired Channel Fusion Network for Street Scene Change Detection作者 | Yinjie Lei, Duo Peng, Pingping Zhang, Qiuhong Ke, Haifeng Li連結 | https://arxiv.org/abs/2010.09925 備註 | To appear in Transactions on Image Processing, including 13 pages, 13 figures, 9 tables[37] Color Image Segmentation Metrics作者 | Majid Harouni, Hadi Yazdani Baghmaleki連結 | https://arxiv.org/abs/2010.09907 備註 | 19 pages, 11 figures, 6 tables, 29 equations, book chapter, 2 authors[38] LT-GAN: Self-Supervised GAN with Latent Transformation Detection作者 | Parth Patel, Nupur Kumari, Mayank Singh, Balaji Krishnamurthy連結 | https://arxiv.org/abs/2010.09893 備註 | Accepted at WACV2021[39] DeepApple: Deep Learning-based Apple Detection using a Suppression Mask R-CNN作者 | Pengyu Chu, Zhaojian Li, Kyle Lammers, Renfu Lu, Xiaoming Liu連結 | https://arxiv.org/abs/2010.09870 [40] Anomaly Detection on X-Rays Using Self-Supervised Aggregation Learning作者 | Behzad Bozorgtabar, Dwarikanath Mahapatra, Guillaume Vray, Jean-Philippe Thiran連結 | https://arxiv.org/abs/2010.09856 [41] Facial Emotion Recognition with Noisy Multi-task Annotations作者 | Siwei Zhang, Zhiwu Huang, Danda Pani Paudel, Luc Van Gool連結 | https://arxiv.org/abs/2010.09849 [42] GAMesh: Guided and Augmented Meshing for Deep Point Networks作者 | Nitin Agarwal, M Gopi連結 | https://arxiv.org/abs/2010.09774 備註 | Accepted to 3DV 2020[43] Investigating and Simplifying Masking-based Saliency Methods for Model Interpretability作者 | Jason Phang, Jungkyu Park, Krzysztof J. Geras連結 | https://arxiv.org/abs/2010.09750 [44] Automotive Radar Interference Mitigation with Unfolded Robust PCA based on Residual Overcomplete Auto-Encoder Blocks作者 | Nicolae-Cătălin Ristea, Andrei Anghel, Radu Tudor Ionescu, Yonina C. Eldar連結 | https://arxiv.org/abs/2010.10357 [45] Asynchronous Edge Learning using Cloned Knowledge Distillation作者 | Sang-ho Lee, Kiyoon Yoo, Nojun Kwak連結 | https://arxiv.org/abs/2010.10338 [46] The Detection of Thoracic Abnormalities ChestX-Det10 Challenge Results作者 | Jie Lian, Jingyu Liu, Yizhou Yu, Mengyuan Ding, Yaoci Lu, Yi Lu, Jie Cai, Deshou Lin, Miao Zhang, Zhe Wang, Kai He, Yijie Yu連結 | https://arxiv.org/abs/2010.10298 [47] Fisheye lens distortion correction連結 | https://arxiv.org/abs/2010.10295 [48] Synthesis of COVID-19 Chest X-rays using Unpaired Image-to-Image Translation作者 | Hasib Zunair, A. Ben Hamza連結 | https://arxiv.org/abs/2010.10266 [49] BYOL works even without batch statistics作者 | Pierre H. Richemond, Jean-Bastien Grill, Florent Altché, Corentin Tallec, Florian Strub, Andrew Brock, Samuel Smith, Soham De, Razvan Pascanu, Bilal Piot, Michal Valko連結 | https://arxiv.org/abs/2010.10241 [50] Region-specific Dictionary Learning-based Low-dose Thoracic CT Reconstruction作者 | Qiong Xu, Jeff Wang, Hiroki Shirato, Lei Xing連結 | https://arxiv.org/abs/2010.09953 [51] Failure Prediction by Confidence Estimation of Uncertainty-Aware Dirichlet Networks作者 | Theodoros Tsiligkaridis連結 | https://arxiv.org/abs/2010.09865 備註 | preliminary version presented at ICML 2020 Workshop on Uncertainty and Robustness in Deep Learning, submitted[52] A Convenient Generalization of Schlick's Bias and Gain Functions連結 | https://arxiv.org/abs/2010.09714