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The Open Images Dataset V4: Unified image classification, object
  detection, and visual relationship detection at scale
v1v2 (latest)

The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale

2 November 2018
Alina Kuznetsova
H. Rom
N. Alldrin
J. Uijlings
Ivan Krasin
Jordi Pont-Tuset
Shahab Kamali
S. Popov
Matteo Malloci
Alexander Kolesnikov
Tom Duerig
V. Ferrari
    ObjDVLM
ArXiv (abs)PDFHTML

Papers citing "The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale"

50 / 623 papers shown
Rail-5k: a Real-World Dataset for Rail Surface Defects Detection
Rail-5k: a Real-World Dataset for Rail Surface Defects Detection
Zihao Zhang
Shaozuo Yu
Siwei Yang
Yu Zhou
Bingchen Zhao
174
13
0
28 Jun 2021
Crowdsourcing Evaluation of Saliency-based XAI Methods
Crowdsourcing Evaluation of Saliency-based XAI Methods
Xiaotian Lu
A. Tolmachev
Tatsuya Yamamoto
Koh Takeuchi
Seiji Okajima
T. Takebayashi
Koji Maruhashi
H. Kashima
XAIFAtt
145
18
0
27 Jun 2021
Accelerated Computation of a High Dimensional Kolmogorov-Smirnov
  Distance
Accelerated Computation of a High Dimensional Kolmogorov-Smirnov Distance
A. Hagen
Shane Jackson
J. Kahn
J. Strube
I. Haide
K. Pazdernik
Connor Hainje
35
6
0
25 Jun 2021
A Picture May Be Worth a Hundred Words for Visual Question Answering
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
145
4
0
25 Jun 2021
Extreme Multi-label Learning for Semantic Matching in Product Search
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
181
65
0
23 Jun 2021
Tracking Instances as Queries
Tracking Instances as Queries
Shusheng Yang
Yuxin Fang
Xinggang Wang
Yu Li
Ying Shan
Bin Feng
Wenyu Liu
175
11
0
22 Jun 2021
GAIA: A Transfer Learning System of Object Detection that Fits Your
  Needs
GAIA: A Transfer Learning System of Object Detection that Fits Your NeedsComputer Vision and Pattern Recognition (CVPR), 2021
Xingyuan Bu
Junran Peng
Junjie Yan
Tieniu Tan
Zhaoxiang Zhang
ObjDVLM
214
57
0
21 Jun 2021
MSN: Efficient Online Mask Selection Network for Video Instance
  Segmentation
MSN: Efficient Online Mask Selection Network for Video Instance Segmentation
Vidit Goel
Jiachen Li
Shubhika Garg
Harsh Maheshwari
Humphrey Shi
216
9
0
19 Jun 2021
Guided Integrated Gradients: An Adaptive Path Method for Removing Noise
Guided Integrated Gradients: An Adaptive Path Method for Removing NoiseComputer Vision and Pattern Recognition (CVPR), 2021
A. Kapishnikov
Subhashini Venugopalan
Besim Avci
Benjamin D. Wedin
Michael Terry
Tolga Bolukbasi
276
128
0
17 Jun 2021
Efficient Self-supervised Vision Transformers for Representation
  Learning
Efficient Self-supervised Vision Transformers for Representation LearningInternational Conference on Learning Representations (ICLR), 2021
Chunyuan Li
Jianwei Yang
Pengchuan Zhang
Mei Gao
Bin Xiao
Xiyang Dai
Lu Yuan
Jianfeng Gao
ViT
303
224
0
17 Jun 2021
Compositional Sketch Search
Compositional Sketch Search
Alexander Black
Tu Bui
Long Mai
Hailin Jin
John Collomosse
156
1
0
15 Jun 2021
Revisiting Contrastive Methods for Unsupervised Learning of Visual
  Representations
Revisiting Contrastive Methods for Unsupervised Learning of Visual RepresentationsNeural Information Processing Systems (NeurIPS), 2021
Wouter Van Gansbeke
Simon Vandenhende
Stamatios Georgoulis
Luc Van Gool
SSL
382
74
0
10 Jun 2021
Understanding top-down attention using task-oriented ablation design
Understanding top-down attention using task-oriented ablation design
Freddie Bickford-Smith
Brett D. Roads
Xiaoliang Luo
Bradley C. Love
160
1
0
08 Jun 2021
Provably Robust Detection of Out-of-distribution Data (almost) for free
Provably Robust Detection of Out-of-distribution Data (almost) for freeNeural Information Processing Systems (NeurIPS), 2021
Alexander Meinke
Julian Bitterwolf
Matthias Hein
OODD
224
22
0
08 Jun 2021
Rethinking Pseudo Labels for Semi-Supervised Object Detection
Rethinking Pseudo Labels for Semi-Supervised Object DetectionAAAI Conference on Artificial Intelligence (AAAI), 2021
Hengduo Li
Zuxuan Wu
Abhinav Shrivastava
Larry S. Davis
312
94
0
01 Jun 2021
Linguistic Structures as Weak Supervision for Visual Scene Graph
  Generation
Linguistic Structures as Weak Supervision for Visual Scene Graph GenerationComputer Vision and Pattern Recognition (CVPR), 2021
Keren Ye
Adriana Kovashka
194
57
0
28 May 2021
Maria: A Visual Experience Powered Conversational Agent
Maria: A Visual Experience Powered Conversational AgentAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Zujie Liang
Huang Hu
Can Xu
Chongyang Tao
Xiubo Geng
Yining Chen
Fan Liang
Daxin Jiang
204
33
0
27 May 2021
The Challenge of Variable Effort Crowdsourcing and How Visible Gold Can
  Help
The Challenge of Variable Effort Crowdsourcing and How Visible Gold Can Help
Danula Hettiachchi
M. Schaekermann
Tristan McKinney
Matthew Lease
180
20
0
20 May 2021
Waste detection in Pomerania: non-profit project for detecting waste in
  environment
Waste detection in Pomerania: non-profit project for detecting waste in environmentWaste Management (Waste Manag.), 2021
Sylwia Majchrowska
Agnieszka Mikołajczyk
M. Ferlin
Zuzanna Klawikowska
Marta A. Plantykow
Arkadiusz Kwasigroch
K. Majek
255
167
0
12 May 2021
Event Camera Simulator Design for Modeling Attention-based Inference
  Architectures
Event Camera Simulator Design for Modeling Attention-based Inference ArchitecturesJournal of Real-Time Image Processing (JRTIP), 2021
Md Jubaer Hossain Pantho
Joel Mandebi Mbongue
Pankaj Bhowmik
C. Bobda
138
12
0
03 May 2021
Removing Word-Level Spurious Alignment between Images and
  Pseudo-Captions in Unsupervised Image Captioning
Removing Word-Level Spurious Alignment between Images and Pseudo-Captions in Unsupervised Image CaptioningConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Ukyo Honda
Yoshitaka Ushiku
Atsushi Hashimoto
Taro Watanabe
Yuji Matsumoto
232
26
0
28 Apr 2021
2.5D Visual Relationship Detection
2.5D Visual Relationship DetectionComputer Vision and Image Understanding (CVIU), 2021
Yu-Chuan Su
Soravit Changpinyo
Xiangning Chen
Sathish Thoppay
Cho-Jui Hsieh
...
Radu Soricut
Hartwig Adam
Matthew A. Brown
Ming-Hsuan Yang
Boqing Gong
275
9
0
26 Apr 2021
Joint Representation Learning and Novel Category Discovery on Single-
  and Multi-modal Data
Joint Representation Learning and Novel Category Discovery on Single- and Multi-modal DataIEEE International Conference on Computer Vision (ICCV), 2021
Xu Jia
Kai Han
Yukun Zhu
Bradley Green
390
73
0
26 Apr 2021
A Survey of Modern Deep Learning based Object Detection Models
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
VLMObjD
357
843
0
24 Apr 2021
ImageNet-21K Pretraining for the Masses
ImageNet-21K Pretraining for the Masses
T. Ridnik
Emanuel Ben-Baruch
Asaf Noy
Lihi Zelnik-Manor
SSegVLMCLIP
884
856
0
22 Apr 2021
TeLCoS: OnDevice Text Localization with Clustering of Script
TeLCoS: OnDevice Text Localization with Clustering of ScriptIEEE International Joint Conference on Neural Network (IJCNN), 2021
Rachit S Munjal
Manoj Goyal
Rutika Moharir
Sukumar Moharana
152
4
0
16 Apr 2021
Rethinking Text Line Recognition Models
Rethinking Text Line Recognition Models
Daniel Hernandez Diaz
Siyang Qin
R. Ingle
Yasuhisa Fujii
Alessandro Bissacco
VLM
208
58
0
15 Apr 2021
Prototypical Region Proposal Networks for Few-Shot Localization and
  Classification
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
144
0
0
08 Apr 2021
Factors of Influence for Transfer Learning across Diverse Appearance
  Domains and Task Types
Factors of Influence for Transfer Learning across Diverse Appearance Domains and Task TypesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Thomas Mensink
J. Uijlings
Alina Kuznetsova
Michael Gygli
V. Ferrari
VLM
286
95
0
24 Mar 2021
Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and
  Benchmark
Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and BenchmarkComputer Vision and Pattern Recognition (CVPR), 2021
Joakim Bruslund Haurum
T. Moeslund
263
84
0
19 Mar 2021
Select, Substitute, Search: A New Benchmark for Knowledge-Augmented
  Visual Question Answering
Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question AnsweringAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Aman Jain
Mayank Kothyari
Vishwajeet Kumar
Preethi Jyothi
Ganesh Ramakrishnan
Soumen Chakrabarti
156
41
0
09 Mar 2021
Searching for Robustness: Loss Learning for Noisy Classification Tasks
Searching for Robustness: Loss Learning for Noisy Classification TasksIEEE International Conference on Computer Vision (ICCV), 2020
Boyan Gao
Henry Gouk
Timothy M. Hospedales
OODNoLa
155
21
0
27 Feb 2021
SCD: A Stacked Carton Dataset for Detection and Segmentation
SCD: A Stacked Carton Dataset for Detection and SegmentationItalian National Conference on Sensors (INS), 2021
Jinrong Yang
Shengkai Wu
L. Gou
Hangchen Yu
Chenxi Lin
Jiazhuo Wang
Minxuan Li
Xiaoping Li
199
17
0
25 Feb 2021
Efficient Online ML API Selection for Multi-Label Classification Tasks
Efficient Online ML API Selection for Multi-Label Classification TasksInternational Conference on Machine Learning (ICML), 2021
Lingjiao Chen
Matei A. Zaharia
James Zou
296
21
0
18 Feb 2021
MosaicOS: A Simple and Effective Use of Object-Centric Images for
  Long-Tailed Object Detection
MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object DetectionIEEE International Conference on Computer Vision (ICCV), 2021
Cheng Zhang
Tai-Yu Pan
Yandong Li
Hexiang Hu
D. Xuan
Soravit Changpinyo
Boqing Gong
Wei-Lun Chao
ObjDVLM
351
48
0
17 Feb 2021
Differential Privacy and Byzantine Resilience in SGD: Do They Add Up?
Differential Privacy and Byzantine Resilience in SGD: Do They Add Up?ACM SIGACT-SIGOPS Symposium on Principles of Distributed Computing (PODC), 2021
R. Guerraoui
Nirupam Gupta
Rafael Pinot
Sébastien Rouault
John Stephan
270
37
0
16 Feb 2021
Reviving Iterative Training with Mask Guidance for Interactive
  Segmentation
Reviving Iterative Training with Mask Guidance for Interactive SegmentationInternational Conference on Information Photonics (ICIP), 2021
Konstantin Sofiiuk
Ilya A. Petrov
Anton Konushin
299
261
0
12 Feb 2021
EvoSplit: An evolutionary approach to split a multi-label data set into
  disjoint subsets
EvoSplit: An evolutionary approach to split a multi-label data set into disjoint subsetsApplied Sciences (AS), 2021
Francisco Flórez-Revuelta
165
4
0
11 Feb 2021
SM+: Refined Scale Match for Tiny Person Detection
SM+: Refined Scale Match for Tiny Person DetectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Nan Jiang
Xuehui Yu
Xiaoke Peng
Yuqi Gong
Zhenjun Han
ObjD
136
21
0
06 Feb 2021
ViLT: Vision-and-Language Transformer Without Convolution or Region
  Supervision
ViLT: Vision-and-Language Transformer Without Convolution or Region SupervisionInternational Conference on Machine Learning (ICML), 2021
Wonjae Kim
Bokyung Son
Ildoo Kim
VLMCLIP
548
2,110
0
05 Feb 2021
ECOL-R: Encouraging Copying in Novel Object Captioning with
  Reinforcement Learning
ECOL-R: Encouraging Copying in Novel Object Captioning with Reinforcement LearningConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Yufei Wang
Ian D. Wood
Stephen Wan
Mark Johnson
158
8
0
25 Jan 2021
Copycat CNN: Are Random Non-Labeled Data Enough to Steal Knowledge from
  Black-box Models?
Copycat CNN: Are Random Non-Labeled Data Enough to Steal Knowledge from Black-box Models?Pattern Recognition (Pattern Recogn.), 2021
Jacson Rodrigues Correia-Silva
Rodrigo Berriel
C. Badue
Alberto F. de Souza
Thiago Oliveira-Santos
MLAU
186
16
0
21 Jan 2021
Estimating and Evaluating Regression Predictive Uncertainty in Deep
  Object Detectors
Estimating and Evaluating Regression Predictive Uncertainty in Deep Object DetectorsInternational Conference on Learning Representations (ICLR), 2021
Ali Harakeh
Steven L. Waslander
UQCV
249
43
0
13 Jan 2021
Hardware and Software Optimizations for Accelerating Deep Neural
  Networks: Survey of Current Trends, Challenges, and the Road Ahead
Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road AheadIEEE Access (IEEE Access), 2020
Maurizio Capra
Beatrice Bussolino
Alberto Marchisio
Guido Masera
Maurizio Martina
Mohamed Bennai
BDL
312
175
0
21 Dec 2020
The Open Brands Dataset: Unified brand detection and recognition at
  scale
The Open Brands Dataset: Unified brand detection and recognition at scaleIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Xuan Jin
Wei Su
Rong Zhang
Yuan He
Hui Xue
ObjD
129
16
0
14 Dec 2020
Effective Label Propagation for Discriminative Semi-Supervised Domain
  Adaptation
Effective Label Propagation for Discriminative Semi-Supervised Domain Adaptation
Zhiyong Huang
Kekai Sheng
Weiming Dong
Xing Mei
Chongyang Ma
Feiyue Huang
D. Zhou
Changsheng Xu
252
7
0
04 Dec 2020
Understanding Guided Image Captioning Performance across Domains
Understanding Guided Image Captioning Performance across DomainsConference on Computational Natural Language Learning (CoNLL), 2020
Edwin G. Ng
Bo Pang
P. Sharma
Radu Soricut
379
28
0
04 Dec 2020
MLPerf Mobile Inference Benchmark
MLPerf Mobile Inference BenchmarkConference on Machine Learning and Systems (MLSys), 2020
Vijay Janapa Reddi
David Kanter
Peter Mattson
Jared Duke
Thai Nguyen
...
Dave Dexter
Terry Heo
Guenther Schmuelling
M. Shabani
D. Zika
515
32
0
03 Dec 2020
Robust Federated Learning with Noisy Labels
Robust Federated Learning with Noisy LabelsIEEE Intelligent Systems (IEEE Intell. Syst.), 2020
Seunghan Yang
Hyoungseob Park
Junyoung Byun
Changick Kim
FedMLNoLa
214
94
0
03 Dec 2020
Move to See Better: Self-Improving Embodied Object Detection
Move to See Better: Self-Improving Embodied Object Detection
Zhaoyuan Fang
Ayush Jain
Gabriel H. Sarch
Adam W. Harley
Katerina Fragkiadaki
ObjD
283
9
0
30 Nov 2020
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