Title
Deep Learning Based HPV Status Prediction for Oropharyngeal Cancer Patients Daniel M. Lang J. Peeken Stephanie E. Combs J. Wilkens S. Bartzsch MedIm 98 31 0 17 Nov 2020
Decision and Feature Level Fusion of Deep Features Extracted from Public COVID-19 Data-sets Hamza Osman Ilhan Gorkem Serbes N. Aydin 129 38 0 17 Nov 2020
Unsupervised BatchNorm Adaptation (UBNA): A Domain Adaptation Method for Semantic Segmentation Without Using Source Domain Representations Marvin Klingner Jan-Aike Termöhlen Jacob Ritterbach Tim Fingscheidt 280 42 0 17 Nov 2020
SRF-GAN: Super-Resolved Feature GAN for Multi-Scale Representation Seong-Ho Lee Seung-Hwan Bae ObjD 183 3 0 17 Nov 2020
A Transfer Learning Based Active Learning Framework for Brain Tumor ClassificationFrontiers in Artificial Intelligence (FAI), 2020 Ruqian Hao Khashayar Namdar Lin Liu Farzad Khalvati MedIm 142 54 0 16 Nov 2020
Where Are You? Localization from Embodied DialogConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Meera Hahn Jacob Krantz Dhruv Batra Devi Parikh James M. Rehg Stefan Lee Peter Anderson LM&Ro 166 33 0 16 Nov 2020
Combining Self-Supervised and Supervised Learning with Noisy LabelsInternational Conference on Information Photonics (ICIP), 2020 Yongqi Zhang Hui Zhang Quanming Yao Jun Wan NoLa SSL 109 0 0 16 Nov 2020
Hierarchical Complementary Learning for Weakly Supervised Object LocalizationSignal processing. Image communication (SPIC), 2020 Sabrina Narimene Benassou Wuzhen Shi Feng Jiang Abdallah Benzine WSOL 68 2 0 16 Nov 2020
Ensemble of Models Trained by Key-based Transformed Images for Adversarially Robust Defense Against Black-box Attacks Maungmaung Aprilpyone Hitoshi Kiya FedML 126 1 0 16 Nov 2020
Anomaly Detection in Video via Self-Supervised and Multi-Task LearningComputer Vision and Pattern Recognition (CVPR), 2020 Mariana-Iuliana Georgescu Antonio Bărbălău Radu Tudor Ionescu Fahad Shahbaz Khan Marius Popescu M. Shah SSL 382 311 0 15 Nov 2020
Golden Grain: Building a Secure and Decentralized Model Marketplace for MLaaSIEEE Transactions on Dependable and Secure Computing (TDSC), 2020 Jiasi Weng Jian Weng Chengjun Cai Hongwei Huang Cong Wang AI4TS 218 22 0 12 Nov 2020
Gaussian RAM: Lightweight Image Classification via Stochastic Retina-Inspired Glimpse and Reinforcement LearningInternational Conference on Control, Automation and Systems (ICCAS), 2020 D. Shim H. J. Kim VLM 65 5 0 12 Nov 2020
Towards NNGP-guided Neural Architecture Search Daniel S. Park Jaehoon Lee Daiyi Peng Yuan Cao Jascha Narain Sohl-Dickstein BDL 147 34 0 11 Nov 2020
ShadowNet: A Secure and Efficient On-device Model Inference System for Convolutional Neural NetworksIEEE Symposium on Security and Privacy (IEEE S&P), 2020 Zhichuang Sun Ruimin Sun Changming Liu A. Chowdhury Long Lu S. Jha FedML 281 32 0 11 Nov 2020
Where to drive: free space detection with one fisheye camera Tobias Scheck Adarsh Mallandur C. Wiede G. Hirtz 137 8 0 11 Nov 2020
Interpretable and synergistic deep learning for visual explanation and statistical estimations of segmentation of disease features from medical images Sambuddha Ghosal Pratik Shah 146 7 0 11 Nov 2020
Finding Relevant Flood Images on Twitter using Content-based Filters Björn Barz K. Schroter Ann-Christin Kra Joachim Denzler 59 8 0 11 Nov 2020
A CNN-based Feature Space for Semi-supervised Incremental Learning in Assisted Living Applications Tobias Scheck A. P. Grassi G. Hirtz SSL 95 1 0 11 Nov 2020
An ensemble-based approach by fine-tuning the deep transfer learning models to classify pneumonia from chest X-ray images Sagar Kora Venu LM&MA 125 22 0 11 Nov 2020
Debugging Tests for Model Explanations Julius Adebayo M. Muelly Ilaria Liccardi Been Kim FAtt 254 197 0 10 Nov 2020
Efficient and Transferable Adversarial Examples from Bayesian Neural Networks Martin Gubri Maxime Cordy Mike Papadakis Yves Le Traon Koushik Sen AAML 291 12 0 10 Nov 2020
Deep Multimodal Fusion by Channel Exchanging Yikai Wang Wenbing Huang Gang Hua Qifeng Bai Yu Rong Junzhou Huang 262 274 0 10 Nov 2020
Multi-modal Fusion for Single-Stage Continuous Gesture Recognition Harshala Gammulle Akila Pemasiri Sridha Sridharan Clinton Fookes SLR 295 37 0 10 Nov 2020
Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning H. Alshazly C. Linse Erhardt Barth T. Martinetz 171 168 0 09 Nov 2020
A Survey of Label-noise Representation Learning: Past, Present and Future Bo Han Quanming Yao Tongliang Liu Gang Niu Ivor W. Tsang James T. Kwok Masashi Sugiyama NoLa 289 179 0 09 Nov 2020
MAGNeto: An Efficient Deep Learning Method for the Extractive Tags Summarization Problem H. Phung A. Vu Tung D. Nguyen Lam Thanh Do Giang Nam Ngo Trung Thanh Tran Hà Nội ViT 108 0 0 09 Nov 2020
Two-Stream Appearance Transfer Network for Person Image Generation Chengkang Shen Peiyan Wang Wei Tang 3DH GAN 111 0 0 09 Nov 2020
What Does CNN Shift Invariance Look Like? A Visualization Study Jake H. Lee Junfeng Yang Zinan Lin SSL FAtt OOD 88 8 0 09 Nov 2020
Distance-Based Anomaly Detection for Industrial Surfaces Using Triplet Networks Tareq Tayeh Sulaiman A. Aburakhia Ryan Myers Abdallah Shami 170 34 0 09 Nov 2020
Automated Grading System of Retinal Arterio-venous Crossing Patterns: A Deep Learning Approach Replicating Ophthalmologist's Diagnostic Process of Arteriolosclerosis Liangzhi Li Manisha Verma Bowen Wang Yuta Nakashima Hajime Nagahara R. Kawasaki 118 0 0 07 Nov 2020
Exploring the limits of Concurrency in ML Training on Google TPUs Sameer Kumar James Bradbury C. Young Yu Emma Wang Anselm Levskaya ... Tao Wang Tayo Oguntebi Yazhou Zu Yuanzhong Xu Andy Swing BDL AIMat MoE LRM 147 28 0 07 Nov 2020
Highly Available Data Parallel ML training on Mesh Networks Sameer Kumar N. Jouppi MoE AI4CE 105 15 0 06 Nov 2020
Towards Efficient Scene Understanding via Squeeze Reasoning Xiangtai Li Xia Li Ansheng You Li Zhang Guangliang Cheng Kuiyuan Yang Yunhai Tong Zhouchen Lin GNN 188 24 0 06 Nov 2020
Learning a Geometric Representation for Data-Efficient Depth Estimation via Gradient Field and Contrastive Loss D. Shim H. J. Kim SSL MDE 166 2 0 06 Nov 2020
Affinity LCFCN: Learning to Segment Fish with Weak Supervision I. Laradji Alzayat Saleh Pau Rodríguez López Derek Nowrouzezahrai M. R. Azghadi David Vazquez 256 12 0 06 Nov 2020
An analysis of the transfer learning of convolutional neural networks for artistic images Nicolas Gonthier Y. Gousseau Saïd Ladjal 168 19 0 05 Nov 2020
Center-wise Local Image Mixture For Contrastive Representation Learning Hao Li Xiaopeng Zhang H. Xiong 164 8 0 05 Nov 2020
Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding Mike Roberts Jason Ramapuram Anurag Ranjan Atulit Kumar Miguel Angel Bautista Nathan Paczan Russ Webb Joshua M. Susskind 643 521 0 04 Nov 2020
Effective Fusion Factor in FPN for Tiny Object Detection Yuqi Gong Xuehui Yu Yao Ding Xiaoke Peng Jian-jun Zhao Zhenjun Han ObjD 237 285 0 04 Nov 2020
Rearrangement: A Challenge for Embodied AI Dhruv Batra Angel X. Chang Sonia Chernova Andrew J. Davison Gaowen Liu ... Jitendra Malik Igor Mordatch Roozbeh Mottaghi Manolis Savva Hao Su LM&Ro 229 232 0 03 Nov 2020
Greedy k-Center from Noisy Distance Samples Neharika Jali Nikhil Karamchandani Sharayu Moharir 171 2 0 03 Nov 2020
A Comprehensive Study of Class Incremental Learning Algorithms for Visual Tasks Eden Belouadah Adrian Daniel Popescu Ioannis Kanellos CLL 362 234 0 03 Nov 2020
Cross-Media Keyphrase Prediction: A Unified Framework with Multi-Modality Multi-Head Attention and Image Wordings Yue Wang Jing Li Michael R. Lyu Irwin King 192 20 0 03 Nov 2020
MACE: Model Agnostic Concept Extractor for Explaining Image Classification Networks Ashish Kumar Karan Sehgal Prerna Garg V. Kamakshi N. C. Krishnan FAtt 57 11 0 03 Nov 2020
Distilling Knowledge by Mimicking Features G. Wang Yifan Ge Jianxin Wu 339 52 0 03 Nov 2020
Meta-learning Transferable Representations with a Single Target Domain Hong Liu Jeff Z. HaoChen Colin Wei Tengyu Ma AAML 216 5 0 03 Nov 2020
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuningInternational Conference on Learning Representations (ICLR), 2020 Beliz Gunel Jingfei Du Alexis Conneau Ves Stoyanov 345 564 0 03 Nov 2020
Pairwise Relations Discriminator for Unsupervised Raven's Progressive Matrices Nicholas Quek Wei Kiat Duo Wang M. Jamnik 265 6 0 02 Nov 2020
Collective Knowledge: organizing research projects as a database of reusable components and portable workflows with common APIs G. Fursin 116 7 0 02 Nov 2020
SLAM in the Field: An Evaluation of Monocular Mapping and Localization on Challenging Dynamic Agricultural EnvironmentIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Fangwen Shu Paul Lesur Yaxu Xie A. Pagani D. Stricker 164 34 0 02 Nov 2020