Title
AdvHaze: Adversarial Haze Attack Ruijun Gao Qing Guo Felix Juefei Xu Hongkai Yu Wei Feng AAML 172 35 0 28 Apr 2021
Sifting out the features by pruning: Are convolutional networks the winning lottery ticket of fully connected ones? Franco Pellegrini Giulio Biroli 228 6 0 27 Apr 2021
MDETR -- Modulated Detection for End-to-End Multi-Modal UnderstandingIEEE International Conference on Computer Vision (ICCV), 2021 Aishwarya Kamath Mannat Singh Yann LeCun Gabriel Synnaeve Ishan Misra Nicolas Carion ObjD VLM 568 1,044 0 26 Apr 2021
Vision Transformers with Patch Diversification Chengyue Gong Dilin Wang Meng Li Vikas Chandra Qiang Liu ViT 213 68 0 26 Apr 2021
Towards Sustainable Census Independent Population Estimation in Mozambique Isaac Neal S. Seth Gary R. Watmough M. Diallo 55 0 0 26 Apr 2021
Multimodal Clustering Networks for Self-supervised Learning from Unlabeled VideosIEEE International Conference on Computer Vision (ICCV), 2021 Brian Chen Andrew Rouditchenko Kevin Duarte Hilde Kuehne Samuel Thomas ... Rogerio Feris David Harwath James R. Glass M. Picheny Shih-Fu Chang SSL 404 96 0 26 Apr 2021
Visformer: The Vision-friendly TransformerIEEE International Conference on Computer Vision (ICCV), 2021 Zhengsu Chen Lingxi Xie Jianwei Niu Xuefeng Liu Longhui Wei Qi Tian ViT 475 267 0 26 Apr 2021
Contextualized Keyword Representations for Multi-modal Retinal Image CaptioningInternational Conference on Multimedia Retrieval (ICMR), 2021 Jia-Hong Huang Ting-Wei Wu Marcel Worring MedIm 218 31 0 26 Apr 2021
Towards Visual SemanticsSN Computer Science (SN Comput. Sci.), 2021 Fausto Giunchiglia L. Erculiani Baptiste Caramiaux 137 16 0 26 Apr 2021
Delving into Data: Effectively Substitute Training for Black-box AttackComputer Vision and Pattern Recognition (CVPR), 2021 Wenxuan Wang Bangjie Yin Taiping Yao Li Zhang Yanwei Fu Shouhong Ding Jilin Li Feiyue Huang Xiangyang Xue AAML 197 70 0 26 Apr 2021
VCGAN: Video Colorization with Hybrid Generative Adversarial NetworkIEEE transactions on multimedia (IEEE Trans. Multimedia), 2021 Yuzhi Zhao L. Po Weikang Yu Yasar Abbas Ur Rehman Mengyang Liu Yujia Zhang Weifeng Ou 148 33 0 26 Apr 2021
Sampling Permutations for Shapley Value EstimationJournal of machine learning research (JMLR), 2021 Rory Mitchell Joshua N. Cooper E. Frank G. Holmes 257 160 0 25 Apr 2021
Image Inpainting with Edge-guided Learnable Bidirectional Attention Maps Dongsheng Wang Chaohao Xie Gangyan Zeng Zhenxing Niu W. Zuo 191 5 0 25 Apr 2021
How Well Does Self-Supervised Pre-Training Perform with Streaming Data?International Conference on Learning Representations (ICLR), 2021 Dapeng Hu Shipeng Yan Qizhengqiu Lu Lanqing Hong Hailin Hu Yifan Zhang Zhenguo Li Xinchao Wang Jiashi Feng 219 33 0 25 Apr 2021
A Survey of Modern Deep Learning based Object Detection Models Syed Sahil Abbas Zaidi M. S. Ansari Asra Aslam N. Kanwal M. Asghar Brian Lee VLM ObjD 348 834 0 24 Apr 2021
Carrying out CNN Channel Pruning in a White BoxIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 Yuxin Zhang Mingbao Lin Chia-Wen Lin Jie Chen Feiyue Huang Yongjian Wu Yonghong Tian Rongrong Ji VLM 179 79 0 24 Apr 2021
CapillaryNet: An Automated System to Quantify Skin Capillary Density and Red Blood Cell Velocity from Handheld Vital Microscopy Maged Abdalla Helmy Abdou Anastasiya Dykky T. Truong Paulo Ferreira E. Jul 183 9 0 23 Apr 2021
Stroke-Based Scene Text Erasing Using Synthetic Data for TrainingIEEE Transactions on Image Processing (TIP), 2021 Zhengmi Tang Tomo Miyazaki Yoshihiro Sugaya S. Omachi DiffM 144 31 0 23 Apr 2021
H-Net: Unsupervised Attention-based Stereo Depth Estimation Leveraging Epipolar Geometry Baoru Huang Jian-Qing Zheng Stamatia Giannarou Daniel Elson MDE 140 23 0 22 Apr 2021
ImageNet-21K Pretraining for the Masses T. Ridnik Emanuel Ben-Baruch Asaf Noy Lihi Zelnik-Manor SSeg VLM CLIP 733 839 0 22 Apr 2021
CryptGPU: Fast Privacy-Preserving Machine Learning on the GPUIEEE Symposium on Security and Privacy (IEEE S&P), 2021 Sijun Tan Brian Knott Yuan Tian David J. Wu BDL FedML 173 222 0 22 Apr 2021
IB-DRR: Incremental Learning with Information-Back Discrete Representation Replay Jian Jiang Edoardo Cetin Oya Celiktutan 118 12 0 21 Apr 2021
Lossless Compression with Latent Variable Models James Townsend BDL DRL 176 7 0 21 Apr 2021
Guided Table Structure Recognition through Anchor OptimizationIEEE Access (IEEE Access), 2021 K. Hashmi D. Stricker Marcus Liwicki Muhammad Noman Afzal Muhammad Zeshan Afzal LMTD 185 32 0 21 Apr 2021
Balanced Knowledge Distillation for Long-tailed Learning Shaoyu Zhang Chen Chen Xiyuan Hu Silong Peng 300 76 0 21 Apr 2021
Brittle Features May Help Anomaly Detection Kimberly T. Mai Toby P Davies Lewis D. Griffin 160 2 0 21 Apr 2021
Revisiting Document Representations for Large-Scale Zero-Shot LearningNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Jihyung Kil Wei-Lun Chao VLM 157 11 0 21 Apr 2021
Improving Weakly-supervised Object Localization via Causal InterventionACM Multimedia (ACM MM), 2021 Feifei Shao Yawei Luo Li Zhang Lu Ye Siliang Tang Yi Yang Jun Xiao WSOL 137 27 0 21 Apr 2021
A Structure-Aware Relation Network for Thoracic Diseases Detection and SegmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2021 Jie Lian Jingyun Liu Shu Zhen Zhang Kai Gao Xiaoqing Liu Dingwen Zhang Yizhou Yu 182 54 0 21 Apr 2021
Revisiting The Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis Samuele Poppi Marcella Cornia Lorenzo Baraldi Rita Cucchiara FAtt 285 46 0 20 Apr 2021
Perceptual Loss for Robust Unsupervised Homography Estimation Daniel Koguciuk Elahe Arani Bahram Zonooz 112 34 0 20 Apr 2021
GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review Alceu Bissoto Eduardo Valle Sandra Avila MedIm 207 85 0 20 Apr 2021
What is Wrong with One-Class Anomaly Detection? Junekyu Park Jeong-Hyeon Moon Namhyuk Ahn Kyung-ah Sohn 161 8 0 20 Apr 2021
Staircase Sign Method for Boosting Adversarial Attacks Qilong Zhang Xiaosu Zhu Jingkuan Song Lianli Gao Heng Tao Shen AAML 139 14 0 20 Apr 2021
Comparing Correspondences: Video Prediction with Correspondence-wise LossesComputer Vision and Pattern Recognition (CVPR), 2021 Daniel Geng Max Hamilton Andrew Owens 3DH 169 18 0 19 Apr 2021
Arithmetic-Intensity-Guided Fault Tolerance for Neural Network Inference on GPUsInternational Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2021 J. Kosaian K. V. Rashmi 158 41 0 19 Apr 2021
Transcriptome-wide prediction of prostate cancer gene expression from histopathology images using co-expression based convolutional neural networks Philippe Weitz Yinxi Wang K. Kartasalo L. Egevad J. Lindberg Henrik Grönberg M. Eklund M. Rantalainen 3DV MedIm 83 25 0 19 Apr 2021
DisCo: Remedy Self-supervised Learning on Lightweight Models with Distilled Contrastive Learning Yuting Gao Jia-Xin Zhuang Xiaowei Guo Hao Cheng Xing Sun Ke Li Feiyue Huang 369 44 0 19 Apr 2021
An Oracle for Guiding Large-Scale Model/Hybrid Parallel Training of Convolutional Neural NetworksIEEE International Symposium on High-Performance Parallel Distributed Computing (HPDC), 2020 A. Kahira Truong Thao Nguyen L. Bautista-Gomez Ryousei Takano Rosa M. Badia Mohamed Wahib 164 14 0 19 Apr 2021
Few-shot Continual Learning: a Brain-inspired Approach Liyuan Wang Qian Li Yi Zhong Jun Zhu CLL 111 7 0 19 Apr 2021
Filtering Empty Camera Trap Images in Embedded Systems Fagner Cunha E. M. Santos R. Barreto J. Colonna 109 14 0 18 Apr 2021
MonoGRNet: A General Framework for Monocular 3D Object DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Zengyi Qin Jinglu Wang Yan Lu 3DPC 164 41 0 18 Apr 2021
Solving Inefficiency of Self-supervised Representation LearningIEEE International Conference on Computer Vision (ICCV), 2021 Guangrun Wang Keze Wang Guangcong Wang Juil Sock Liang Lin SSL 306 62 0 18 Apr 2021
Do We Really Need Dice? The Hidden Region-Size Biases of Segmentation Losses Bingyuan Liu Jose Dolz Adrian Galdran Riadh Kobbi Ismail Ben Ayed 233 27 0 18 Apr 2021
Lottery Jackpots Exist in Pre-trained ModelsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Yuxin Zhang Mingbao Lin Yan Wang Jiayi Ji Rongrong Ji 343 18 0 18 Apr 2021
Rethinking Image-Scaling Attacks: The Interplay Between Vulnerabilities in Machine Learning SystemsInternational Conference on Machine Learning (ICML), 2021 Yue Gao Ilia Shumailov Kassem Fawaz AAML 339 12 0 18 Apr 2021
Vision Transformer Pruning Mingjian Zhu Yehui Tang Kai Han ViT 434 108 0 17 Apr 2021
Towards Efficient Convolutional Network Models with Filter Distribution Templates Ramon Izquierdo-Cordova Walterio W. Mayol-Cuevas 95 2 0 17 Apr 2021
Bayesian graph convolutional neural networks via tempered MCMCIEEE Access (IEEE Access), 2021 Rohitash Chandra A. Bhagat Manavendra Maharana P. Krivitsky GNN BDL 290 20 0 17 Apr 2021
Accelerating Sparse Deep Neural Networks Asit K. Mishra J. Latorre Jeff Pool Darko Stosic Dusan Stosic Ganesh Venkatesh Chong Yu Paulius Micikevicius 340 284 0 16 Apr 2021