Title
A ReLU Dense Layer to Improve the Performance of Neural Networks Alireza M. Javid Sandipan Das Mikael Skoglund Saikat Chatterjee 149 39 0 22 Oct 2020
F-Siamese Tracker: A Frustum-based Double Siamese Network for 3D Single Object Tracking Hao Zou Jinhao Cui Xin Kong Chujuan Zhang Yong Liu Feng Wen Wanlong Li 3DPC 159 26 0 22 Oct 2020
Efficient Scale-Permuted Backbone with Learned Resource Distribution Xianzhi Du Nayeon Lee Pengchong Jin Huayu Chen Mingxing Tan Quoc V. Le Xiaodan Song 113 3 0 22 Oct 2020
PHEW: Constructing Sparse Networks that Learn Fast and Generalize Well without Training Data S. M. Patil C. Dovrolis 225 26 0 22 Oct 2020
Black-Box Ripper: Copying black-box models using generative evolutionary algorithms Antonio Bărbălău Adrian Cosma Radu Tudor Ionescu Marius Popescu MIACV MLAU 180 48 0 21 Oct 2020
Neural Networks for Entity Matching: A Survey Nils Barlaug J. Gulla 261 117 0 21 Oct 2020
LCD -- Line Clustering and Description for Place RecognitionInternational Conference on 3D Vision (3DV), 2020 Felix Taubner Florian Tschopp Tonci Novkovic Roland Siegwart Fadri Furrer 114 19 0 21 Oct 2020
ApproxDet: Content and Contention-Aware Approximate Object Detection for MobilesACM International Conference on Embedded Networked Sensor Systems (SenSys), 2020 Ran Xu Chen-Da Liu-Zhang Pengcheng Wang Jayoung Lee Subrata Mitra Somali Chaterji Yin Li S. Bagchi 106 67 0 21 Oct 2020
Boosting Gradient for White-Box Adversarial Attacks Hongying Liu Zhenyu Zhou Fanhua Shang Xiaoyu Qi Yuanyuan Liu L. Jiao AAML 98 9 0 21 Oct 2020
Promoting High Diversity Ensemble Learning with EnsembleBenchInternational Conference on Cognitive Machine Intelligence (ICCMI), 2020 Yanzhao Wu Ling Liu Zhongwei Xie Juhyun Bae Ka-Ho Chow Wenqi Wei 119 12 0 20 Oct 2020
"Healthy surveillance": Designing a concept for privacy-preserving mask recognition AI in the age of pandemicsHawaii International Conference on System Sciences (HICSS), 2020 Niklas Kühl Dominik Martin C. Wolff M. Volkamer 104 5 0 20 Oct 2020
BYOL works even without batch statistics Pierre Harvey Richemond Jean-Bastien Grill Florent Altché Corentin Tallec Florian Strub ... Samuel L. Smith Soham De Razvan Pascanu Bilal Piot Michal Valko SSL 443 120 0 20 Oct 2020
TTPLA: An Aerial-Image Dataset for Detection and Segmentation of Transmission Towers and Power LinesAsian Conference on Computer Vision (ACCV), 2020 R. Abdelfattah Xiang Wang Song Wang ViT 173 93 0 20 Oct 2020
PseudoSeg: Designing Pseudo Labels for Semantic SegmentationInternational Conference on Learning Representations (ICLR), 2020 Yuliang Zou Zizhao Zhang Han Zhang Chun-Liang Li Xiao Bian Jia-Bin Huang Tomas Pfister 314 343 0 19 Oct 2020
Verifying the Causes of Adversarial ExamplesInternational Conference on Pattern Recognition (ICPR), 2020 Honglin Li Yifei Fan F. Ganz A. Yezzi Payam Barnaghi AAML 130 4 0 19 Oct 2020
Learning to Reconstruct and Segment 3D Objects Bo Yang 3DPC 167 1 0 19 Oct 2020
Teacher-Student Competition for Unsupervised Domain AdaptationInternational Conference on Pattern Recognition (ICPR), 2020 Ruixin Xiao Zhilei Liu Baoyuan Wu 100 3 0 19 Oct 2020
A Versatile Crack Inspection Portable System based on Classifier Ensemble and Controlled IlluminationInternational Conference on Pattern Recognition (ICPR), 2020 Milind G. Padalkar Carlos Beltrán-González Matteo Bustreo Alessio Del Bue Vittorio Murino 148 4 0 19 Oct 2020
CLAR: Contrastive Learning of Auditory RepresentationsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020 Haider Al-Tahan Y. Mohsenzadeh SSL 337 66 0 19 Oct 2020
Softer Pruning, Incremental RegularizationInternational Conference on Pattern Recognition (ICPR), 2020 Linhang Cai Zhulin An Chuanguang Yang Yongjun Xu 125 22 0 19 Oct 2020
Synthesizing the Unseen for Zero-shot Object DetectionAsian Conference on Computer Vision (ACCV), 2020 Nasir Hayat Munawar Hayat Shafin Rahman Salman Khan Syed Waqas Zamir Fahad Shahbaz Khan VLM ObjD 324 65 0 19 Oct 2020
Image Captioning with Visual Object Representations Grounded in the Textual Modality Duvsan Varivs Katsuhito Sudoh Satoshi Nakamura 160 1 0 19 Oct 2020
Poisoned classifiers are not only backdoored, they are fundamentally broken Mingjie Sun Siddhant Agarwal J. Zico Kolter 241 26 0 18 Oct 2020
Image-based Automated Species Identification: Can Virtual Data Augmentation Overcome Problems of Insufficient Sampling?Systematic Biology (Syst. Biol.), 2020 Morris Klasen D. Ahrens J. Eberle Volker Steinhage 130 22 0 18 Oct 2020
DLWIoT: Deep Learning-based Watermarking for Authorized IoT OnboardingConsumer Communications and Networking Conference (CCNC), 2020 Spyridon Mastorakis Agnibh Dasgupta Pei-Chi Huang R. Tourani 123 15 0 18 Oct 2020
A generalized deep learning model for multi-disease Chest X-Ray diagnosticsInternational Work-Conference on Artificial and Natural Neural Networks (IWANN), 2020 Nabit A. Bajwa Kedar Bajwa A. Rana Muhammad Faique Shakeel K. Haqqi Suleiman A. Khan OOD 77 0 0 17 Oct 2020
Understanding Information Processing in Human Brain by Interpreting Machine Learning Models Ilya Kuzovkin HAI 81 2 0 17 Oct 2020
Active Domain Adaptation via Clustering Uncertainty-weighted EmbeddingsIEEE International Conference on Computer Vision (ICCV), 2020 Viraj Prabhu Arjun Chandrasekaran Kate Saenko Judy Hoffman OOD 260 152 0 16 Oct 2020
Zoom-CAM: Generating Fine-grained Pixel Annotations from Image LabelsInternational Conference on Pattern Recognition (ICPR), 2020 Xiangwei Shi Seyran Khademi Yun-qiang Li Jan van Gemert VLM WSOL 213 23 0 16 Oct 2020
Towards Accurate Knowledge Transfer via Target-awareness Representation DisentanglementMachine-mediated learning (ML), 2020 Xingjian Li Di Hu Xuhong Li Haoyi Xiong Zhiquan Ye Zhipeng Wang Chengzhong Xu Dejing Dou AAML 86 2 0 16 Oct 2020
SidechainNet: An All-Atom Protein Structure Dataset for Machine Learning J. E. King D. Koes 118 21 0 16 Oct 2020
The Deep Bootstrap Framework: Good Online Learners are Good Offline Generalizers Preetum Nakkiran Behnam Neyshabur Hanie Sedghi OffRL 211 11 0 16 Oct 2020
FPRaker: A Processing Element For Accelerating Neural Network Training Omar Mohamed Awad Mostafa Mahmoud Isak Edo Vivancos Ali Hadi Zadeh Ciaran Bannon Anand Jayarajan Gennady Pekhimenko Andreas Moshovos 153 15 0 15 Oct 2020
QReLU and m-QReLU: Two novel quantum activation functions to aid medical diagnostics Luca Parisi D. Neagu R. Ma F. Campean MedIm 97 58 0 15 Oct 2020
Bilevel Optimization: Convergence Analysis and Enhanced Design Kaiyi Ji Junjie Yang Yingbin Liang 463 309 0 15 Oct 2020
Room-Across-Room: Multilingual Vision-and-Language Navigation with Dense Spatiotemporal Grounding Alexander Ku Peter Anderson Roma Patel Eugene Ie Jason Baldridge 209 400 0 15 Oct 2020
Representation Learning via Invariant Causal Mechanisms Jovana Mitrović Brian McWilliams Jacob Walker Lars Buesing Charles Blundell CML OOD SSL 176 271 0 15 Oct 2020
An Empirical Analysis of Visual Features for Multiple Object Tracking in Urban Scenes Mehdi Miah J. Pepin Nicolas Saunier Guillaume-Alexandre Bilodeau VOT 138 5 0 15 Oct 2020
Object Tracking Using Spatio-Temporal Future Prediction Yuan Liu Ruoteng Li R. Tan Yu-Feng Cheng Xiubao Sui 135 1 0 15 Oct 2020
MOTChallenge: A Benchmark for Single-Camera Multiple Target Tracking Patrick Dendorfer Aljosa Osep Anton Milan Konrad Schindler Zorah Lähner Ian Reid Stefan Roth Laura Leal-Taixé VOT 247 303 0 15 Oct 2020
AdaBelief Optimizer: Adapting Stepsizes by the Belief in Observed Gradients Juntang Zhuang Tommy M. Tang Yifan Ding S. Tatikonda Nicha Dvornek X. Papademetris James S. Duncan ODL 700 595 0 15 Oct 2020
Data Augmentation for Meta-Learning Renkun Ni Micah Goldblum Amr Sharaf Kezhi Kong Tom Goldstein 189 86 0 14 Oct 2020
Identifying Wrongly Predicted Samples: A Method for Active Learning Rahaf Aljundi N. Chumerin Daniel Olmeda Reino 103 8 0 14 Oct 2020
GreedyFool: Multi-Factor Imperceptibility and Its Application to Designing a Black-box Adversarial Attack Hui Liu Bo Zhao Minzhi Ji Peng Liu AAML 173 8 0 14 Oct 2020
Random Network Distillation as a Diversity Metric for Both Image and Text Generation Liam H. Fowl Micah Goldblum Arjun Gupta Amr Sharaf Tom Goldstein EGVM 134 3 0 13 Oct 2020
Video Action Understanding Matthew Hutchinson V. Gadepally 316 27 0 13 Oct 2020
On Deep Learning Techniques to Boost Monocular Depth Estimation for Autonomous Navigation R. Q. Mendes E. G. Ribeiro N. D. S. Rosa V. Grassi MDE 268 49 0 13 Oct 2020
Can Federated Learning Save The Planet? Xinchi Qiu Titouan Parcollet Daniel J. Beutel Taner Topal Akhil Mathur Nicholas D. Lane 299 96 0 13 Oct 2020
Cross-Domain Few-Shot Learning by Representation Fusion Thomas Adler Johannes Brandstetter Michael Widrich Andreas Mayr David P. Kreil Michael K Kopp Günter Klambauer Sepp Hochreiter OOD 163 49 0 13 Oct 2020
Making Every Label Count: Handling Semantic Imprecision by Integrating Domain Knowledge C. Brust Björn Barz Joachim Denzler NoLa 150 6 0 13 Oct 2020