Title
Evaluating the Single-Shot MultiBox Detector and YOLO Deep Learning Models for the Detection of Tomatoes in a Greenhouse S. Magalhães Luís Castro Germano Moreira F. Santos Mário Cunha Jorge Dias A. Moreira 57 124 0 02 Sep 2021
DVM-CAR: A large-scale automotive dataset for visual marketing research and applications JingMin Huang Bowei Chen Lan Luo Shigang Yue I. Ounis 75 15 0 10 Aug 2021
Pre-trained Models for Sonar Images Matias Valdenegro-Toro Alan Preciado-Grijalva Bilal Wehbe VLM 36 13 0 02 Aug 2021
Spatial-Temporal Transformer for Dynamic Scene Graph Generation Yuren Cong Wentong Liao H. Ackermann Bodo Rosenhahn M. Yang ViT 72 129 0 26 Jul 2021
Fed-ensemble: Improving Generalization through Model Ensembling in Federated Learning Naichen Shi Fan Lai Raed Al Kontar Mosharaf Chowdhury FedML 85 36 0 21 Jul 2021
Multi-Label Generalized Zero Shot Learning for the Classification of Disease in Chest Radiographs Nasir Hayat Hazem Lashen Farah E. Shamout 128 22 0 14 Jul 2021
Exploiting Image Translations via Ensemble Self-Supervised Learning for Unsupervised Domain Adaptation Fabrizio J. Piva Gijs Dubbelman 62 14 0 13 Jul 2021
EasyCom: An Augmented Reality Dataset to Support Algorithms for Easy Communication in Noisy Environments Jacob Donley V. Tourbabin Jung-Suk Lee Mark Broyles Hao Jiang Jie Shen Maja Pantic V. Ithapu Ravish Mehra 86 64 0 09 Jul 2021
PhotoChat: A Human-Human Dialogue Dataset with Photo Sharing Behavior for Joint Image-Text Modeling Xiaoxue Zang Lijuan Liu Maria Wang Yang Song Hao Zhang Jindong Chen VLM 103 60 0 06 Jul 2021
MSE Loss with Outlying Label for Imbalanced Classification S. Kato Kazuhiro Hotta 23 11 0 06 Jul 2021
Web-Scale Generic Object Detection at Microsoft Bing S. Chen Saurajit Mukherjee Unmesh Phadke Tingting Wang Junwon Park Ravi Theja Yada ObjD VLM 99 0 0 05 Jul 2021
CBNet: A Composite Backbone Network Architecture for Object Detection Tingting Liang Xiao Chu Yudong Liu Yongtao Wang Zhi Tang Wei Chu Jingdong Chen Haibin Ling ObjD 125 168 0 01 Jul 2021
OPT: Omni-Perception Pre-Trainer for Cross-Modal Understanding and Generation Jing Liu Xinxin Zhu Fei Liu Longteng Guo Zijia Zhao ... Weining Wang Hanqing Lu Shiyu Zhou Jiajun Zhang Jinqiao Wang 87 38 0 01 Jul 2021
Making Images Real Again: A Comprehensive Survey on Deep Image Composition Li Niu Wenyan Cong Liu Liu Yan Hong Bo Zhang Jing Liang Liqing Zhang VLM DiffM CoGe 134 77 0 28 Jun 2021
Rail-5k: a Real-World Dataset for Rail Surface Defects Detection Zihao Zhang Shaozuo Yu Siwei Yang Yu Zhou Bingchen Zhao 90 11 0 28 Jun 2021
Crowdsourcing Evaluation of Saliency-based XAI Methods Xiaotian Lu A. Tolmachev Tatsuya Yamamoto Koh Takeuchi Seiji Okajima T. Takebayashi Koji Maruhashi H. Kashima XAI FAtt 58 14 0 27 Jun 2021
A Picture May Be Worth a Hundred Words for Visual Question Answering Yusuke Hirota Noa Garcia Mayu Otani Chenhui Chu Yuta Nakashima Ittetsu Taniguchi Takao Onoye ViT 35 4 0 25 Jun 2021
Extreme Multi-label Learning for Semantic Matching in Product Search Wei-Cheng Chang Daniel Jiang Hsiang-Fu Yu C. Teo Jiong Zhang ... Qie Hu Nikhil Shandilya Vyacheslav Ievgrafov Japinder Singh Inderjit S. Dhillon 90 60 0 23 Jun 2021
Tracking Instances as Queries Shusheng Yang Yuxin Fang Xinggang Wang Yu Li Ying Shan Bin Feng Wenyu Liu 83 10 0 22 Jun 2021
GAIA: A Transfer Learning System of Object Detection that Fits Your Needs Xingyuan Bu Junran Peng Junjie Yan Tieniu Tan Zhaoxiang Zhang ObjD VLM 144 53 0 21 Jun 2021
MSN: Efficient Online Mask Selection Network for Video Instance Segmentation Vidit Goel Jiachen Li Shubhika Garg Harsh Maheshwari Humphrey Shi 88 8 0 19 Jun 2021
Guided Integrated Gradients: An Adaptive Path Method for Removing Noise A. Kapishnikov Subhashini Venugopalan Besim Avci Benjamin D. Wedin Michael Terry Tolga Bolukbasi 122 95 0 17 Jun 2021
Efficient Self-supervised Vision Transformers for Representation Learning Chunyuan Li Jianwei Yang Pengchuan Zhang Mei Gao Bin Xiao Xiyang Dai Lu Yuan Jianfeng Gao ViT 110 214 0 17 Jun 2021
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations Wouter Van Gansbeke Simon Vandenhende Stamatios Georgoulis Luc Van Gool SSL 154 66 0 10 Jun 2021
Provably Robust Detection of Out-of-distribution Data (almost) for free Alexander Meinke Julian Bitterwolf Matthias Hein OODD 70 22 0 08 Jun 2021
Rethinking Pseudo Labels for Semi-Supervised Object Detection Hengduo Li Zuxuan Wu Abhinav Shrivastava Larry S. Davis 99 81 0 01 Jun 2021
Linguistic Structures as Weak Supervision for Visual Scene Graph Generation Keren Ye Adriana Kovashka 64 54 0 28 May 2021
Maria: A Visual Experience Powered Conversational Agent Zujie Liang Huang Hu Can Xu Chongyang Tao Xiubo Geng Yining Chen Fan Liang Daxin Jiang 91 32 0 27 May 2021
The Challenge of Variable Effort Crowdsourcing and How Visible Gold Can Help Danula Hettiachchi M. Schaekermann Tristan McKinney Matthew Lease 81 20 0 20 May 2021
Waste detection in Pomerania: non-profit project for detecting waste in environment Sylwia Majchrowska Agnieszka Mikołajczyk M. Ferlin Zuzanna Klawikowska Marta A. Plantykow Arkadiusz Kwasigroch K. Majek 116 138 0 12 May 2021
Event Camera Simulator Design for Modeling Attention-based Inference Architectures Md Jubaer Hossain Pantho Joel Mandebi Mbongue Pankaj Bhowmik C. Bobda 62 10 0 03 May 2021
Joint Representation Learning and Novel Category Discovery on Single- and Multi-modal Data Xu Jia Kai Han Yukun Zhu Bradley Green 200 59 0 26 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 159 761 0 24 Apr 2021
ImageNet-21K Pretraining for the Masses T. Ridnik Emanuel Ben-Baruch Asaf Noy Lihi Zelnik-Manor SSeg VLM CLIP 383 719 0 22 Apr 2021
Rethinking Text Line Recognition Models Daniel Hernandez Diaz Siyang Qin R. Ingle Yasuhisa Fujii Alessandro Bissacco VLM 86 52 0 15 Apr 2021
Prototypical Region Proposal Networks for Few-Shot Localization and Classification Elliott Skomski Aaron Tuor Andrew Avila Lauren A. Phillips Zach New Henry Kvinge Court D. Corley Nathan Oken Hodas 40 0 0 08 Apr 2021
Factors of Influence for Transfer Learning across Diverse Appearance Domains and Task Types Thomas Mensink J. Uijlings Alina Kuznetsova Michael Gygli V. Ferrari VLM 117 84 0 24 Mar 2021
Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and Benchmark Joakim Bruslund Haurum T. Moeslund 72 65 0 19 Mar 2021
Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering Aman Jain Mayank Kothyari Vishwajeet Kumar Preethi Jyothi Ganesh Ramakrishnan Soumen Chakrabarti 68 36 0 09 Mar 2021
Searching for Robustness: Loss Learning for Noisy Classification Tasks Boyan Gao Henry Gouk Timothy M. Hospedales OOD NoLa 84 18 0 27 Feb 2021
SCD: A Stacked Carton Dataset for Detection and Segmentation Jinrong Yang Shengkai Wu L. Gou Hangchen Yu Chenxi Lin Jiazhuo Wang Minxuan Li Xiaoping Li 61 13 0 25 Feb 2021
Efficient Online ML API Selection for Multi-Label Classification Tasks Lingjiao Chen Matei A. Zaharia James Zou 118 19 0 18 Feb 2021
MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection Cheng Zhang Tai-Yu Pan Yandong Li Hexiang Hu D. Xuan Soravit Changpinyo Boqing Gong Wei-Lun Chao ObjD VLM 146 42 0 17 Feb 2021
Differential Privacy and Byzantine Resilience in SGD: Do They Add Up? R. Guerraoui Nirupam Gupta Rafael Pinot Sébastien Rouault John Stephan 76 30 0 16 Feb 2021
Reviving Iterative Training with Mask Guidance for Interactive Segmentation Konstantin Sofiiuk Ilya A. Petrov Anton Konushin 143 218 0 12 Feb 2021
ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision Wonjae Kim Bokyung Son Ildoo Kim VLM CLIP 219 1,775 0 05 Feb 2021
ECOL-R: Encouraging Copying in Novel Object Captioning with Reinforcement Learning Yufei Wang Ian D. Wood Stephen Wan Mark Johnson 45 8 0 25 Jan 2021
Copycat CNN: Are Random Non-Labeled Data Enough to Steal Knowledge from Black-box Models? Jacson Rodrigues Correia-Silva Rodrigo Berriel C. Badue Alberto F. de Souza Thiago Oliveira-Santos MLAU 71 15 0 21 Jan 2021
Estimating and Evaluating Regression Predictive Uncertainty in Deep Object Detectors Ali Harakeh Steven L. Waslander UQCV 130 41 0 13 Jan 2021
Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead Maurizio Capra Beatrice Bussolino Alberto Marchisio Guido Masera Maurizio Martina Mohamed Bennai BDL 141 147 0 21 Dec 2020