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2005.00343
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The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines
29 April 2020
Dima Damen
Hazel Doughty
G. Farinella
Sanja Fidler
Antonino Furnari
Evangelos Kazakos
Davide Moltisanti
Jonathan Munro
Toby Perrett
Will Price
Michael Wray
EgoV
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Papers citing
"The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines"
46 / 146 papers shown
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Blockwise Temporal-Spatial Pathway Network
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Exploring the GLIDE model for Human Action-effect Prediction
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Intention-Conditioned Long-Term Human Egocentric Action Forecasting
Esteve Valls Mascaro
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Dongheui Lee
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Human keypoint detection for close proximity human-robot interaction
J. Dočekal
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15 Jul 2022
A Survey of Video-based Action Quality Assessment
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Ka Li
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Panoptic Segmentation using Synthetic and Real Data
Camillo Quattrocchi
Daniele Di Mauro
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83
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14 Apr 2022
3MASSIV: Multilingual, Multimodal and Multi-Aspect dataset of Social Media Short Videos
Vikram Gupta
Trisha Mittal
Puneet Mathur
Vaibhav Mishra
Mayank Maheshwari
Aniket Bera
Debdoot Mukherjee
Tianyi Zhou
VGen
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28 Mar 2022
Egocentric Prediction of Action Target in 3D
Yiming Li
Ziang Cao
Andrew Liang
Benjamin Liang
Luoyao Chen
Hang Zhao
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EgoV
79
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0
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Universal Prototype Transport for Zero-Shot Action Recognition and Localization
Pascal Mettes
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CAFE: Learning to Condense Dataset by Aligning Features
Kai Wang
Bo Zhao
Xiangyu Peng
Zheng Zhu
Shuo Yang
Shuo Wang
Guan Huang
Hakan Bilen
Xinchao Wang
Yang You
DD
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0
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03 Mar 2022
Learning To Recognize Procedural Activities with Distant Supervision
Xudong Lin
Fabio Petroni
Gedas Bertasius
Marcus Rohrbach
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Lorenzo Torresani
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26 Jan 2022
MeMViT: Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition
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Yanghao Li
K. Mangalam
Haoqi Fan
Bo Xiong
Jitendra Malik
Christoph Feichtenhofer
ViT
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20 Jan 2022
Human Hands as Probes for Interactive Object Understanding
Mohit Goyal
Sahil Modi
Rishabh Goyal
Saurabh Gupta
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16 Dec 2021
SVIP: Sequence VerIfication for Procedures in Videos
Yichen Qian
Weixin Luo
Dongze Lian
Xu Tang
P. Zhao
Shenghua Gao
ViT
105
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13 Dec 2021
Look at What I'm Doing: Self-Supervised Spatial Grounding of Narrations in Instructional Videos
Reuben Tan
Bryan A. Plummer
Kate Saenko
Hailin Jin
Bryan C. Russell
SSL
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0
20 Oct 2021
Ego4D: Around the World in 3,000 Hours of Egocentric Video
Kristen Grauman
Andrew Westbury
Eugene Byrne
Zachary Chavis
Antonino Furnari
...
Mike Zheng Shou
Antonio Torralba
Lorenzo Torresani
Mingfei Yan
Jitendra Malik
EgoV
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13 Oct 2021
Towards Streaming Egocentric Action Anticipation
Antonino Furnari
G. Farinella
EgoV
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Privacy-Protecting Techniques for Behavioral Biometric Data: A Survey
Simon Hanisch
Patricia Arias-Cabarcos
Javier Parra-Arnau
Thorsten Strufe
CVBM
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09 Sep 2021
SORNet: Spatial Object-Centric Representations for Sequential Manipulation
Wentao Yuan
Chris Paxton
Karthik Desingh
Dieter Fox
3DPC
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08 Sep 2021
SlowFast Rolling-Unrolling LSTMs for Action Anticipation in Egocentric Videos
Nada Osman
Guglielmo Camporese
Pasquale Coscia
Lamberto Ballan
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108
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Learning Open-World Object Proposals without Learning to Classify
Dahun Kim
Nayeon Lee
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In So Kweon
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SSeg
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Embodied BERT: A Transformer Model for Embodied, Language-guided Visual Task Completion
Alessandro Suglia
Qiaozi Gao
Jesse Thomason
Govind Thattai
Gaurav Sukhatme
LM&Ro
127
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10 Aug 2021
TransAction: ICL-SJTU Submission to EPIC-Kitchens Action Anticipation Challenge 2021
Xiao Gu
Jianing Qiu
Yao Guo
Benny Lo
Guang-Zhong Yang
65
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28 Jul 2021
Multi-Modal Temporal Convolutional Network for Anticipating Actions in Egocentric Videos
Olga Zatsarynna
Yazan Abu Farha
Juergen Gall
EgoV
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18 Jul 2021
Team PyKale (xy9) Submission to the EPIC-Kitchens 2021 Unsupervised Domain Adaptation Challenge for Action Recognition
Xianyuan Liu
Raivo Koot
Shuo Zhou
Tao Lei
Haiping Lu
ViT
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22 Jun 2021
TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification
Andrés Villa
Juan-Manuel Perez-Rua
Victor Escorcia
Vladimir Araujo
Juan Carlos Niebles
Alvaro Soto
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21 Jun 2021
Egocentric Activity Recognition and Localization on a 3D Map
Miao Liu
Lingni Ma
Kiran Somasundaram
Yin Li
Kristen Grauman
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EgoV
69
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Moving SLAM: Fully Unsupervised Deep Learning in Non-Rigid Scenes
Dan Xu
Andrea Vedaldi
Joao F. Henriques
67
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05 May 2021
Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets
Yuan-Hong Liao
Amlan Kar
Sanja Fidler
VLM
92
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26 Apr 2021
H2O: Two Hands Manipulating Objects for First Person Interaction Recognition
Taein Kwon
Bugra Tekin
Jan Stühmer
Federica Bogo
Marc Pollefeys
EgoV
115
184
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22 Apr 2021
Win-Fail Action Recognition
Paritosh Parmar
B. Morris
64
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15 Feb 2021
Playing with Food: Learning Food Item Representations through Interactive Exploration
A. Sawhney
Steven Lee
Kevin Zhang
Manuela Veloso
Oliver Kroemer
80
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06 Jan 2021
A Comprehensive Study of Deep Video Action Recognition
Yi Zhu
Xinyu Li
Chunhui Liu
Mohammadreza Zolfaghari
Yuanjun Xiong
Chongruo Wu
Zhi-Li Zhang
Joseph Tighe
R. Manmatha
Mu Li
VLM
AI4TS
129
188
0
11 Dec 2020
SoccerNet-v2: A Dataset and Benchmarks for Holistic Understanding of Broadcast Soccer Videos
Adrien Deliège
A. Cioppa
Silvio Giancola
M. J. Seikavandi
J. Dueholm
Kamal Nasrollahi
Guohao Li
T. Moeslund
Marc Van Droogenbroeck
93
154
0
26 Nov 2020
Learning Object Manipulation Skills via Approximate State Estimation from Real Videos
Vladimir Petrik
Makarand Tapaswi
Ivan Laptev
Josef Sivic
62
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0
13 Nov 2020
The MECCANO Dataset: Understanding Human-Object Interactions from Egocentric Videos in an Industrial-like Domain
Francesco Ragusa
Antonino Furnari
S. Livatino
G. Farinella
EgoV
57
102
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12 Oct 2020
Data augmentation techniques for the Video Question Answering task
Alex Falcon
Oswald Lanz
G. Serra
EgoV
44
4
0
22 Aug 2020
ScribbleBox: Interactive Annotation Framework for Video Object Segmentation
Bowen Chen
Huan Ling
Xiaohui Zeng
Jun Gao
Ziyue Xu
Sanja Fidler
VOS
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0
22 Aug 2020
DHARI Report to EPIC-Kitchens 2020 Object Detection Challenge
Kaide Li
Bingyan Liao
Laifeng Hu
Yaonong Wang
44
0
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28 Jun 2020
FBK-HUPBA Submission to the EPIC-Kitchens Action Recognition 2020 Challenge
Swathikiran Sudhakaran
Sergio Escalera
Oswald Lanz
EgoV
24
1
0
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Human in Events: A Large-Scale Benchmark for Human-centric Video Analysis in Complex Events
Weiyao Lin
Huabin Liu
Shizhan Liu
Yuxi Li
Rui Qian
Tao Wang
Ning Xu
H. Xiong
Guojun Qi
N. Sebe
84
15
0
09 May 2020
Knowledge Distillation for Action Anticipation via Label Smoothing
Guglielmo Camporese
Pasquale Coscia
Antonino Furnari
G. Farinella
Lamberto Ballan
EgoV
75
36
0
16 Apr 2020
Error correction and extraction in request dialogs
Stefan Constantin
A. Waibel
18
1
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08 Apr 2020
Connecting Vision and Language with Localized Narratives
Jordi Pont-Tuset
J. Uijlings
Soravit Changpinyo
Radu Soricut
V. Ferrari
ObjD
135
252
0
06 Dec 2019
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