Title
Use of Transfer Learning and Wavelet Transform for Breast Cancer Detection Ahmed Rasheed M. S. Younis Junaid Qadir Muhammad Bilal MedIm 64 10 0 05 Mar 2021
Cycle Self-Training for Domain AdaptationNeural Information Processing Systems (NeurIPS), 2021 Hong Liu Jianmin Wang Mingsheng Long 342 204 0 05 Mar 2021
Transfer Learning-Based Model Protection With Secret KeyInternational Conference on Information Photonics (ICIP), 2021 Maungmaung Aprilpyone Hitoshi Kiya FedML 96 5 0 05 Mar 2021
Measuring Model Biases in the Absence of Ground TruthAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2021 Osman Aka Ken Burke Alex Bauerle Christina Greer Margaret Mitchell 191 39 0 05 Mar 2021
Hard-label Manifolds: Unexpected Advantages of Query Efficiency for Finding On-manifold Adversarial Examples Washington Garcia Pin-Yu Chen S. Jha Scott Clouse Kevin R. B. Butler AAML 102 0 0 04 Mar 2021
Contrastive Learning Meets Transfer Learning: A Case Study In Medical Image Analysis Yuzhe Lu Aadarsh Jha Yuankai Huo MedIm 172 5 0 04 Mar 2021
Self-supervised deep convolutional neural network for chest X-ray classificationIEEE Access (IEEE Access), 2021 Matej Gazda J. Gazda J. Plávka P. Drotár SSL 290 62 0 04 Mar 2021
Lost in Pruning: The Effects of Pruning Neural Networks beyond Test AccuracyConference on Machine Learning and Systems (MLSys), 2021 Lucas Liebenwein Cenk Baykal Brandon Carter David K Gifford Daniela Rus AAML 180 81 0 04 Mar 2021
SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier DomainIEEE International Joint Conference on Neural Network (IJCNN), 2021 P. Harder Franz-Josef Pfreundt Margret Keuper J. Keuper AAML 275 54 0 04 Mar 2021
QAIR: Practical Query-efficient Black-Box Attacks for Image RetrievalComputer Vision and Pattern Recognition (CVPR), 2021 Xiaodan Li Jinfeng Li YueFeng Chen Shaokai Ye Yuan He Shuhui Wang Hang Su Hui Xue 117 51 0 04 Mar 2021
Coordinate Attention for Efficient Mobile Network DesignComputer Vision and Pattern Recognition (CVPR), 2021 Qibin Hou Daquan Zhou Jiashi Feng 168 4,126 0 04 Mar 2021
Unsupervised Domain Adaptation for Image Classification via Structure-Conditioned Adversarial Learning Haibo Wang Jian Tian Songyuan Li Hanbin Zhao Qi Tian Leilei Gan Xi Li 89 7 0 04 Mar 2021
Deep Clustering by Semantic Contrastive LearningBritish Machine Vision Conference (BMVC), 2021 Jiabo Huang S. Gong 216 18 0 03 Mar 2021
On the effectiveness of adversarial training against common corruptionsConference on Uncertainty in Artificial Intelligence (UAI), 2021 Klim Kireev Maksym Andriushchenko Nicolas Flammarion AAML 283 112 0 03 Mar 2021
Differentiable Neural Architecture Learning for Efficient Neural Network Design Qingbei Guo Xiaojun Wu J. Kittler Zhiquan Feng 91 2 0 03 Mar 2021
Self-supervised Pretraining of Visual Features in the Wild Priya Goyal Mathilde Caron Benjamin Lefaudeux Min Xu Pengchao Wang ... Mannat Singh Vitaliy Liptchinsky Ishan Misra Armand Joulin Piotr Bojanowski VLM SSL 265 296 0 02 Mar 2021
MultiSubs: A Large-scale Multimodal and Multilingual DatasetInternational Conference on Language Resources and Evaluation (LREC), 2021 Josiah Wang Pranava Madhyastha J. Figueiredo Chiraag Lala Lucia Specia VGen 168 13 0 02 Mar 2021
Investigations on Audiovisual Emotion Recognition in Noisy ConditionsSpoken Language Technology Workshop (SLT), 2021 Michael Neumann Ngoc Thang Vu 134 9 0 02 Mar 2021
Audio scene monitoring using redundant ad-hoc microphone array networksIEEE Internet of Things Journal (IEEE IoT Journal), 2021 Peter Gerstoft Yihan Hu Michael J. Bianco Chaitanya Patil Ardel Alegre Y. Freund François Grondin 221 13 0 02 Mar 2021
Wasserstein GANs Work Because They Fail (to Approximate the Wasserstein Distance) Jan Stanczuk Christian Etmann L. Kreusser Carola-Bibiane Schönlieb GAN 273 52 0 02 Mar 2021
Learning with Hyperspherical UniformityInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 Weiyang Liu Rongmei Lin Zhen Liu Li Xiong Bernhard Schölkopf Adrian Weller 267 44 0 02 Mar 2021
Deep Learning Based Decision Support for Medicine -- A Case Study on Skin Cancer Diagnosis Adriano Lucieri Andreas Dengel Sheraz Ahmed 185 8 0 02 Mar 2021
A Practical Framework for ROI Detection in Medical Images -- a case study for hip detection in anteroposterior pelvic radiographs Feng-yu Liu Chih-Chi Chen Shann-Ching Chen Chien-Hung Liao 140 1 0 02 Mar 2021
Few-shot Open-set Recognition by Transformation ConsistencyComputer Vision and Pattern Recognition (CVPR), 2021 Minki Jeong Seokeon Choi Changick Kim 152 61 0 02 Mar 2021
A Multiclass Boosting Framework for Achieving Fast and Provable Adversarial Robustness Jacob D. Abernethy Pranjal Awasthi Satyen Kale AAML 145 6 0 01 Mar 2021
Universal-Prototype Enhancing for Few-Shot Object DetectionIEEE International Conference on Computer Vision (ICCV), 2021 Aming Wu Yahong Han Linchao Zhu Yi Yang ObjD 204 100 0 01 Mar 2021
Adversarial Reciprocal Points Learning for Open Set RecognitionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Guangyao Chen Peixi Peng Xiangqian Wang Yonghong Tian 558 377 0 01 Mar 2021
A Little Energy Goes a Long Way: Build an Energy-Efficient, Accurate Spiking Neural Network from Convolutional Neural NetworkFrontiers in Neuroscience (Front. Neurosci.), 2021 Dengyu Wu Xinping Yi Xiaowei Huang 236 20 0 01 Mar 2021
Fool Me Once: Robust Selective Segmentation via Out-of-Distribution Detection with Contrastive LearningIEEE International Conference on Robotics and Automation (ICRA), 2021 David S. W. Williams Matthew Gadd D. Martini Paul Newman OODD 119 15 0 01 Mar 2021
Embedded Knowledge Distillation in Depth-Level Dynamic Neural Network Qi Zhao Shuchang Lyu Zhiwei Zhang Ting-Bing Xu Guangliang Cheng 178 3 0 01 Mar 2021
Explaining Adversarial Vulnerability with a Data Sparsity HypothesisNeurocomputing (Neurocomputing), 2021 Mahsa Paknezhad Cuong Phuc Ngo Amadeus Aristo Winarto Alistair Cheong Beh Chuen Yang Wu Jiayang Lee Hwee Kuan OOD AAML 236 10 0 01 Mar 2021
A Survey on Deep Semi-supervised LearningIEEE Transactions on Knowledge and Data Engineering (TKDE), 2021 Xiangli Yang Zixing Song Irwin King Zenglin Xu 311 742 0 28 Feb 2021
Moroccan Dialect -Darija- Open Dataset Aissam Outchakoucht Hamza Es-Samaali 36 11 0 28 Feb 2021
Tiny Adversarial Mulit-Objective Oneshot Neural Architecture SearchComplex & Intelligent Systems (CIS), 2021 Guoyang Xie Jinbao Wang Guo-Ding Yu Feng Zheng Yaochu Jin AAML 130 6 0 28 Feb 2021
Exposing Semantic Segmentation Failures via Maximum Discrepancy CompetitionInternational Journal of Computer Vision (IJCV), 2021 Jiebin Yan Yu Zhong Yuming Fang Zinan Lin Kede Ma UQCV 185 18 0 27 Feb 2021
GRAD-MATCH: Gradient Matching based Data Subset Selection for Efficient Deep Model TrainingInternational Conference on Machine Learning (ICML), 2021 Krishnateja Killamsetty D. Sivasubramanian Ganesh Ramakrishnan A. De Rishabh K. Iyer OOD 1.2K 259 0 27 Feb 2021
Transformer in TransformerNeural Information Processing Systems (NeurIPS), 2021 Kai Han An Xiao Enhua Wu Jianyuan Guo Chunjing Xu Yunhe Wang ViT 898 1,943 0 27 Feb 2021
PURSUhInT: In Search of Informative Hint Points Based on Layer Clustering for Knowledge DistillationExpert systems with applications (ESWA), 2021 Reyhan Kevser Keser Aydin Ayanzadeh O. A. Aghdam Çaglar Kilcioglu B. U. Toreyin N. K. Üre 306 7 0 26 Feb 2021
What Doesn't Kill You Makes You Robust(er): How to Adversarially Train against Data Poisoning Jonas Geiping Liam H. Fowl Gowthami Somepalli Micah Goldblum Michael Moeller Tom Goldstein TDI AAML SILM 162 46 0 26 Feb 2021
Experiments with Rich Regime Training for Deep Learning Xinyan Li A. Banerjee 141 2 0 26 Feb 2021
Genetic Algorithm based hyper-parameters optimization for transfer Convolutional Neural Network Chen Li Jinzhe Jiang Yaqian Zhao Rengang Li Endong Wang Xin Zhang Kun Zhao 74 19 0 26 Feb 2021
Rip van Winkle's Razor: A Simple Estimate of Overfit to Test Data Sanjeev Arora Yi Zhang MLAU 138 10 0 25 Feb 2021
Blocks World Revisited: The Effect of Self-Occlusion on Classification by Convolutional Neural Networks M. Solbach John K. Tsotsos 97 4 0 25 Feb 2021
Do Input Gradients Highlight Discriminative Features?Neural Information Processing Systems (NeurIPS), 2021 Harshay Shah Prateek Jain Praneeth Netrapalli AAML FAtt 296 65 0 25 Feb 2021
Directional Bias AmplificationInternational Conference on Machine Learning (ICML), 2021 Angelina Wang Olga Russakovsky 207 78 0 24 Feb 2021
Set-valued classification -- overview via a unified framework Evgenii Chzhen Christophe Denis Mohamed Hebiri Titouan Lorieul 271 37 0 24 Feb 2021
DeepCervix: A Deep Learning-based Framework for the Classification of Cervical Cells Using Hybrid Deep Feature Fusion Techniques M. Rahaman Chen Li Yudong Yao Frank Kulwa Xiangchen Wu Xirong Li Qian Wang 179 233 0 24 Feb 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without ConvolutionsIEEE International Conference on Computer Vision (ICCV), 2021 Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 830 4,374 0 24 Feb 2021
STEP: Segmenting and Tracking Every Pixel Mark Weber Jun Xie Maxwell D. Collins Yukun Zhu P. Voigtlaender ... Bastian Leibe Zorah Lähner Aljosa Osep Laura Leal-Taixé Liang-Chieh Chen VOS 196 81 0 23 Feb 2021
Meta-Learned Attribute Self-Gating for Continual Generalized Zero-Shot Learning Vinay Kumar Verma Kevin J. Liang Nikhil Mehta Lawrence Carin CLL VLM 135 7 0 23 Feb 2021