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1904.03273
Cited By
A Variational Auto-Encoder Model for Stochastic Point Processes
5 April 2019
Nazanin Mehrasa
Akash Abdu Jyothi
Thibaut Durand
Jiawei He
Leonid Sigal
Greg Mori
DRL
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Papers citing
"A Variational Auto-Encoder Model for Stochastic Point Processes"
39 / 39 papers shown
LAST SToP For Modeling Asynchronous Time Series
Shubham Gupta
Thibaut Durand
Graham Taylor
Lilian W. Białokozowicz
AI4TS
231
1
0
04 Feb 2025
Human Action Anticipation: A Survey
Bolin Lai
Sam Toyer
Tushar Nagarajan
Rohit Girdhar
S. Zha
James M. Rehg
Kris Kitani
Kristen Grauman
Ruta Desai
Miao Liu
AI4TS
305
7
0
17 Oct 2024
Pretext Training Algorithms for Event Sequence Data
Yimu Wang
He Zhao
Ruizhi Deng
Frederick Tung
Greg Mori
AI4TS
158
0
0
16 Feb 2024
DiffAnt: Diffusion Models for Action Anticipation
Zeyun Zhong
Chengzhi Wu
Manuel Martin
Michael Voit
Juergen Gall
Jürgen Beyerer
DiffM
VGen
199
9
0
27 Nov 2023
Non-Autoregressive Diffusion-based Temporal Point Processes for Continuous-Time Long-Term Event Prediction
Wang-Tao Zhou
Zhao Kang
Ling Tian
DiffM
239
6
0
02 Nov 2023
A Survey on Deep Learning Techniques for Action Anticipation
Zeyun Zhong
Manuel Martin
Michael Voit
Juergen Gall
Jürgen Beyerer
304
15
0
29 Sep 2023
Tapestry of Time and Actions: Modeling Human Activity Sequences using Temporal Point Process Flows
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2023
Vinayak Gupta
Srikanta J. Bedathur
AI4TS
214
1
0
13 Jul 2023
Streaming egocentric action anticipation: An evaluation scheme and approach
Computer Vision and Image Understanding (CVIU), 2023
Antonino Furnari
G. Farinella
EgoV
177
6
0
29 Jun 2023
Spatio-temporal Diffusion Point Processes
Knowledge Discovery and Data Mining (KDD), 2023
Yuan Yuan
Jingtao Ding
Chenyang Shao
Depeng Jin
Yong Li
DiffM
237
65
0
21 May 2023
Pretrained Language Models as Visual Planners for Human Assistance
IEEE International Conference on Computer Vision (ICCV), 2023
Dhruvesh Patel
H. Eghbalzadeh
Nitin Kamra
Michael L. Iuzzolino
Unnat Jain
Ruta Desai
LM&Ro
328
35
0
17 Apr 2023
Modeling Events and Interactions through Temporal Processes -- A Survey
Neurocomputing (Neurocomputing), 2023
Angelica Liguori
Luciano Caroprese
Marco Minici
Bruno Veloso
Francesco Spinnato
M. Nanni
Giuseppe Manco
João Gama
AI4TS
247
4
0
10 Mar 2023
Rethinking Learning Approaches for Long-Term Action Anticipation
European Conference on Computer Vision (ECCV), 2022
Megha Nawhal
Akash Abdu Jyothi
Greg Mori
AI4TS
180
39
0
20 Oct 2022
Finding Islands of Predictability in Action Forecasting
D. Scarafoni
Irfan Essa
Thomas Ploetz
AI4TS
135
1
0
13 Oct 2022
Bayesian Prompt Learning for Image-Language Model Generalization
IEEE International Conference on Computer Vision (ICCV), 2022
Mohammad Mahdi Derakhshani
Enrique Sanchez
Adrian Bulat
Victor G. Turrisi da Costa
Cees G. M. Snoek
Georgios Tzimiropoulos
Brais Martínez
VPVLM
VLM
419
60
0
05 Oct 2022
Predicting the Next Action by Modeling the Abstract Goal
International Conference on Pattern Recognition (ICPR), 2022
Debaditya Roy
Basura Fernando
EgoV
357
22
0
12 Sep 2022
Intention-Conditioned Long-Term Human Egocentric Action Forecasting
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Esteve Valls Mascaro
Hyemin Ahn
Dongheui Lee
EgoV
340
43
0
25 Jul 2022
Modeling Continuous Time Sequences with Intermittent Observations using Marked Temporal Point Processes
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022
Vinayak Gupta
Srikanta J. Bedathur
Sourangshu Bhattacharya
A. De
AI4TS
168
13
0
23 Jun 2022
ProActive: Self-Attentive Temporal Point Process Flows for Activity Sequences
Knowledge Discovery and Data Mining (KDD), 2022
Vinayak Gupta
Srikanta J. Bedathur
AI4TS
234
18
0
10 Jun 2022
Mitigating Modality Collapse in Multimodal VAEs via Impartial Optimization
International Conference on Machine Learning (ICML), 2022
Adrián Javaloy
Maryam Meghdadi
Isabel Valera
186
39
0
09 Jun 2022
P3IV: Probabilistic Procedure Planning from Instructional Videos with Weak Supervision
Computer Vision and Pattern Recognition (CVPR), 2022
Henghui Zhao
Isma Hadji
Nikita Dvornik
Konstantinos G. Derpanis
Richard P. Wildes
Allan D. Jepson
272
54
0
04 May 2022
Deep Learning-Enabled Semantic Communication Systems with Task-Unaware Transmitter and Dynamic Data
IEEE Journal on Selected Areas in Communications (JSAC), 2022
Hongwei Zhang
Shuo Shao
M. Tao
X. Bi
Khaled B. Letaief
287
202
0
30 Apr 2022
PCENet: High Dimensional Surrogate Modeling for Learning Uncertainty
Paz Fink Shustin
Shashanka Ubaru
Małgorzata J. Zimoń
Songtao Lu
Vasileios Kalantzis
L. Horesh
H. Avron
323
3
0
10 Feb 2022
Deep Neyman-Scott Processes
Chengkuan Hong
C. Shelton
283
6
0
06 Nov 2021
Individual Mobility Prediction via Attentive Marked Temporal Point Processes
Yuankai Wu
Zhanhong Cheng
Lijun Sun
AI4TS
89
2
0
06 Sep 2021
Analysis of ODE2VAE with Examples
Batuhan Koyuncu
DRL
100
0
0
10 Aug 2021
Review of Video Predictive Understanding: Early Action Recognition and Future Action Prediction
He Zhao
Richard P. Wildes
226
13
0
11 Jul 2021
Anticipating human actions by correlating past with the future with Jaccard similarity measures
Computer Vision and Pattern Recognition (CVPR), 2021
Basura Fernando
Samitha Herath
EgoV
116
65
0
26 May 2021
PLAN-B: Predicting Likely Alternative Next Best Sequences for Action Prediction
D. Scarafoni
Irfan Essa
Thomas Ploetz
117
1
0
29 Mar 2021
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges
Information Fusion (Inf. Fusion), 2020
Moloud Abdar
Farhad Pourpanah
Sadiq Hussain
Dana Rezazadegan
Tianpeng Liu
...
Xiaochun Cao
Abbas Khosravi
U. Acharya
V. Makarenkov
S. Nahavandi
BDL
UQCV
955
2,296
0
12 Nov 2020
Long-Term Anticipation of Activities with Cycle Consistency
German Conference on Pattern Recognition (DAGM), 2020
Yazan Abu Farha
Qiuhong Ke
Bernt Schiele
Juergen Gall
AI4TS
189
53
0
02 Sep 2020
Learning to Abstract and Predict Human Actions
Romero Morais
Vuong Le
T. Tran
Svetha Venkatesh
AI4CE
114
6
0
20 Aug 2020
Rethinking Anticipation Tasks: Uncertainty-aware Anticipation of Sparse Surgical Instrument Usage for Context-aware Assistance
Dominik Rivoir
S. Bodenstedt
Isabel Funke
F. Bechtolsheim
Marius Distler
Jürgen Weitz
Stefanie Speidel
337
29
0
01 Jul 2020
Towards Visually Explaining Variational Autoencoders
Computer Vision and Pattern Recognition (CVPR), 2019
Wenqian Liu
Runze Li
Meng Zheng
Srikrishna Karanam
Ziyan Wu
B. Bhanu
Richard J. Radke
Mario Sznaier
404
250
0
18 Nov 2019
Point Process Flows
Nazanin Mehrasa
Ruizhi Deng
Mohamed Osama Ahmed
B. Chang
Jiawei He
Thibaut Durand
Marcus A. Brubaker
Greg Mori
AI4TS
136
10
0
18 Oct 2019
Graph Generation with Variational Recurrent Neural Network
Shih-Yang Su
Shunwei Lei
Greg Mori
GAN
GNN
167
18
0
02 Oct 2019
Uncertainty-Aware Anticipation of Activities
Yazan Abu Farha
Juergen Gall
188
58
0
26 Aug 2019
Prediction and Description of Near-Future Activities in Video
Computer Vision and Image Understanding (CVIU), 2019
T. Mahmud
Mohammad Billah
Mahmudul Hasan
Amit K. Roy-Chowdhury
380
17
0
02 Aug 2019
Procedure Planning in Instructional Videos
European Conference on Computer Vision (ECCV), 2019
C. Chang
De-An Huang
Danfei Xu
Ehsan Adeli
Li Fei-Fei
Juan Carlos Niebles
269
114
0
02 Jul 2019
Human Action Recognition and Prediction: A Survey
International Journal of Computer Vision (IJCV), 2018
Yu Kong
Y. Fu
413
735
0
28 Jun 2018
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