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Rationally Inattentive Utility Maximization for Interpretable Deep Image Classification Kunal Pattanayak Vikram Krishnamurthy 101 0 0 09 Feb 2021
Colorization TransformerInternational Conference on Learning Representations (ICLR), 2021 Manoj Kumar Dirk Weissenborn Nal Kalchbrenner ViT 575 164 0 08 Feb 2021
The Multi-Temporal Urban Development SpaceNet DatasetComputer Vision and Pattern Recognition (CVPR), 2021 A. V. Etten Daniel Hogan J. Martinez-Manso Jacob Shermeyer N. Weir Ryan Lewis 126 89 0 08 Feb 2021
Counting and Locating High-Density Objects Using Convolutional Neural NetworkExpert systems with applications (ESWA), 2021 Mauro dos Santos de Arruda L. Osco Plabiany Rodrigo Acosta D. Gonçalves J. M. Junior ... E. Matsubara Zhipeng Luo Jonathan Li J. Silva W. Gonçalves 179 20 0 08 Feb 2021
Deep Residual Learning in Spiking Neural NetworksNeural Information Processing Systems (NeurIPS), 2021 Wei Fang Zhaofei Yu Yanqing Chen Tiejun Huang T. Masquelier Yonghong Tian 510 647 0 08 Feb 2021
Efficient Certified Defenses Against Patch Attacks on Image ClassifiersInternational Conference on Learning Representations (ICLR), 2021 J. H. Metzen Maksym Yatsura AAML 103 48 0 08 Feb 2021
Quantifying and Mitigating Privacy Risks of Contrastive LearningConference on Computer and Communications Security (CCS), 2021 Xinlei He Yang Zhang 239 58 0 08 Feb 2021
Mitigating belief projection in explainable artificial intelligence via Bayesian TeachingScientific Reports (Sci Rep), 2021 Scott Cheng-Hsin Yang Wai Keen Vong Ravi B. Sojitra Tomas Folke Patrick Shafto 173 43 0 07 Feb 2021
Adversarial example generation with AdaBelief Optimizer and Crop Invariance Bo Yang Hengwei Zhang Yuchen Zhang Kaiyong Xu Jin-dong Wang AAML 94 34 0 07 Feb 2021
HGAN: Hybrid Generative Adversarial NetworkJournal of Intelligent & Fuzzy Systems (JIFS), 2021 Seyed Mehdi Iranmanesh Nasser M. Nasrabadi GAN 102 4 0 07 Feb 2021
Sill-Net: Feature Augmentation with Separated Illumination Representation Hanwang Zhang Zhong Cao Ziang Yan Changshui Zhang 264 28 0 06 Feb 2021
Open-World Semi-Supervised LearningInternational Conference on Learning Representations (ICLR), 2021 Kaidi Cao Maria Brbic J. Leskovec BDL 298 230 0 06 Feb 2021
IC Networks: Remodeling the Basic Unit for Convolutional Neural Networks Junyi An Fengshan Liu Jian Zhao S. Furao 110 1 0 06 Feb 2021
ViLT: Vision-and-Language Transformer Without Convolution or Region SupervisionInternational Conference on Machine Learning (ICML), 2021 Wonjae Kim Bokyung Son Ildoo Kim VLM CLIP 507 2,075 0 05 Feb 2021
Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement LearningInternational Conference on Machine Learning (ICML), 2021 Sixing Yu Arya Mazaheri Ali Jannesari 214 50 0 05 Feb 2021
Deep Texture-Aware Features for Camouflaged Object Detection Jingjing Ren Xiaowei Hu Lei Zhu Xuemiao Xu Yangyang Xu Weiming Wang Zijun Deng Pheng-Ann Heng ObjD 217 147 0 05 Feb 2021
Structure-aware Person Image Generation with Pose Decomposition and Semantic CorrelationAAAI Conference on Artificial Intelligence (AAAI), 2021 Jilin Tang Yi Yuan Tianjia Shao Yong Liu Mengmeng Wang Kun Zhou 3DH 72 22 0 05 Feb 2021
1-bit Adam: Communication Efficient Large-Scale Training with Adam's Convergence SpeedInternational Conference on Machine Learning (ICML), 2021 Hanlin Tang Shaoduo Gan A. A. Awan Samyam Rajbhandari Conglong Li Xiangru Lian Ji Liu Ce Zhang Yuxiong He AI4CE 255 97 0 04 Feb 2021
A Deeper Look into Convolutions via Eigenvalue-based Pruning Ilke Çugu Emre Akbas FAtt 115 2 0 04 Feb 2021
Variational Inference for Deblending Crowded StarfieldsJournal of machine learning research (JMLR), 2021 Runjing Liu Jon D. McAuliffe Jeffrey Regier BDL 191 11 0 04 Feb 2021
Local Critic Training for Model-Parallel Learning of Deep Neural NetworksIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 Hojung Lee Cho-Jui Hsieh Jong-Seok Lee 117 16 0 03 Feb 2021
Learning domain-agnostic visual representation for computational pathology using medically-irrelevant style transfer augmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2021 R. Yamashita J. Long Snikitha Banda Jeanne Shen D. Rubin OOD MedIm 129 60 0 02 Feb 2021
Generating images from caption and vice versa via CLIP-Guided Generative Latent Space SearchInternational Conference on Image Processing and Vision Engineering (ICIPVE), 2021 Federico A. Galatolo M. G. Cimino G. Vaglini VLM 328 92 0 02 Feb 2021
Occluded Video Instance Segmentation: A BenchmarkInternational Journal of Computer Vision (IJCV), 2021 Jiyang Qi Yan Gao Yao Hu Xinggang Wang Xiaoyu Liu Xiang Bai Serge Belongie Alan Yuille Juil Sock S. Bai VOS VLM 267 173 0 02 Feb 2021
Rank-Consistency Deep Hashing for Scalable Multi-Label Image SearchIEEE transactions on multimedia (TMM), 2020 Cheng Ma Jiwen Lu Jie Zhou 101 13 0 02 Feb 2021
Enjoy Your Editing: Controllable GANs for Image Editing via Latent Space NavigationInternational Conference on Learning Representations (ICLR), 2021 Peiye Zhuang Oluwasanmi Koyejo Alex Schwing 241 86 0 01 Feb 2021
Evaluating Large-Vocabulary Object Detectors: The Devil is in the Details Achal Dave Piotr Dollár Deva Ramanan A. Kirillov Ross B. Girshick ObjD VLM 162 60 0 01 Feb 2021
A Runtime-Based Computational Performance Predictor for Deep Neural Network TrainingUSENIX Annual Technical Conference (USENIX ATC), 2021 Geoffrey X. Yu Yubo Gao P. Golikov Gennady Pekhimenko 3DH 137 78 0 31 Jan 2021
Classification of Shoulder X-Ray Images with Deep Learning Ensemble Models Fatih Uysal Fırat Hardalaç Ozan Peker T. Tolunay N. Tokgöz OOD 113 4 0 31 Jan 2021
Admix: Enhancing the Transferability of Adversarial AttacksIEEE International Conference on Computer Vision (ICCV), 2021 Xiaosen Wang Xu He Jingdong Wang Kun He AAML 363 250 0 31 Jan 2021
AACP: Model Compression by Accurate and Automatic Channel PruningInternational Conference on Pattern Recognition (ICPR), 2021 Lanbo Lin Yujiu Yang Zhenhua Guo MQ 104 18 0 31 Jan 2021
Spectral Roll-off Points Variations: Exploring Useful Information in Feature Maps by Its Variations Yunkai Yu Yuyang You Zhihong Yang Guozheng Liu Peiyao Li Zhicheng Yang Wenjing Shan 171 2 0 31 Jan 2021
ObjectAug: Object-level Data Augmentation for Semantic Image SegmentationIEEE International Joint Conference on Neural Network (IJCNN), 2021 Jiawei Zhang Yanchun Zhang Xiaowei Xu 171 37 0 30 Jan 2021
Quantifying Visual Image Quality: A Bayesian ViewAnnual Review of Vision Science (ARVS), 2021 Zhengfang Duanmu Wentao Liu Zhongling Wang Zhou Wang 154 38 0 30 Jan 2021
Low Dimensional Convolutional Neural Network For Solar Flares GOES Time Series ClassificationAstrophysical Journal Supplement Series (ApJS), 2021 Vlad Landa Y. Reuveni BDL 39 22 0 29 Jan 2021
The Mind's Eye: Visualizing Class-Agnostic Features of CNNsInternational Conference on Information Photonics (ICIP), 2021 Alexandros Stergiou FAtt 68 4 0 29 Jan 2021
Jane Jacobs in the Sky: Predicting Urban Vitality with Open Satellite Data S. Šćepanović Sagar Joglekar Stephen Law Daniele Quercia 92 20 0 28 Jan 2021
Exploring Cross-Image Pixel Contrast for Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2021 Wenguan Wang Tianfei Zhou Feng Yu Jifeng Dai E. Konukoglu Luc Van Gool 402 535 0 28 Jan 2021
Self-supervised Cross-silo Federated Neural Architecture Search Xinle Liang Yang Liu Jiahuan Luo Yuanqin He Tianjian Chen Qiang Yang FedML 245 21 0 28 Jan 2021
CNN with large memory layers R. Karimov Yury Malkov Karim Iskakov Victor Lempitsky 192 0 0 27 Jan 2021
Bottleneck Transformers for Visual RecognitionComputer Vision and Pattern Recognition (CVPR), 2021 A. Srinivas Nayeon Lee Niki Parmar Jonathon Shlens Pieter Abbeel Ashish Vaswani SLR 615 1,116 0 27 Jan 2021
Detecting Adversarial Examples by Input Transformations, Defense Perturbations, and VotingIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 F. Nesti Alessandro Biondi Giorgio Buttazzo AAML 123 50 0 27 Jan 2021
Learning Non-linear Wavelet Transformation via Normalizing Flow Shuo-Hui Li 221 3 0 27 Jan 2021
Edge-Labeling based Directed Gated Graph Network for Few-shot LearningInternational Conference on Information Photonics (ICIP), 2021 Peixiao Zheng Xin Guo Lin Qi 73 1 0 27 Jan 2021
Supervised Momentum Contrastive Learning for Few-Shot Classification Orchid Majumder Avinash Ravichandran Subhransu Maji Alessandro Achille M. Polito Stefano Soatto SSL 174 13 0 26 Jan 2021
Visual explanation of black-box model: Similarity Difference and Uniqueness (SIDU) methodPattern Recognition (Pattern Recogn.), 2021 Satya M. Muddamsetty M. N. Jahromi Andreea-Emilia Ciontos Laura M. Fenoy T. Moeslund AAML 249 29 0 26 Jan 2021
ResLT: Residual Learning for Long-tailed RecognitionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Jiequan Cui Shu Liu Zhuotao Tian Zhisheng Zhong Jiaya Jia 309 177 0 26 Jan 2021
Continual Learning of Visual Concepts for Robots through Limited SupervisionIEEE/ACM International Conference on Human-Robot Interaction (HRI), 2021 Ali Ayub Alan R. Wagner CLL 77 2 0 26 Jan 2021
Learning-Ñ-Flying: A Learning-based, Decentralized Mission Aware UAS Collision Avoidance Scheme Alena Rodionova Yash Vardhan Pant Connor Kurtz Kuk Jin Jang Houssam Abbas Rahul Mangharam 87 3 0 25 Jan 2021
Curriculum Learning: A SurveyInternational Journal of Computer Vision (IJCV), 2021 Petru Soviany Radu Tudor Ionescu Paolo Rota Andrii Zadaianchuk ODL 517 469 0 25 Jan 2021