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Visual Relationship Forecasting (VRF) aims to anticipate relations among objects without observing future visual content.
Long short-term memory,
S. Hochreiter, J. Schmidhuber, · 1997
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Crowds by example,
A. Lerner, Y. Chrysanthou, D. Lischinski, · 2007
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You’ll never walk alone: Modeling social behavior for multi-target tracking,
S. Pellegrini, A. Ess, K. Schindler, L. Van Gool, · 2009
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Detecting activities of daily living in first-person camera views,
H. Pirsiavash, D. Ramanan, · 2012
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Efficient estimation of word representations in vector space,
T. Mikolov, K. Chen, G. S. Corrado, J. Dean, · 2013
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Learning phrase representations using rnn encoder-decoder for statistical machine translation,
K. Cho, B. Van Merriënboer, C. Gulcehre, D. Bahdanau, F. Bougares, H. Schwenk, Y. Bengio, · 2014
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Learning social etiquette: Human trajectory understanding in crowded scenes,
A. Robicquet, A. Sadeghian, A. Alahi, S. Savarese, · 2016
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Social lstm: Human trajectory prediction in crowded spaces,
A. Alahi, K. Goel, V. Ramanathan, A. Robicquet, L. Fei-Fei, S. Savarese, · 2016
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Visual relationship detection with language priors,
C. Lu, R. Krishna, M. Bernstein, F. F. Li, · 2016
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Predicting behaviors of basketball players from first person videos,
S. Su, J. Pyo Hong, J. Shi, H. Soo Park, · 2017
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Desire: Distant future prediction in dynamic scenes with interacting agents,
N. Lee, W. Choi, P. Vernaza, C. B. Choy, P. H. Torr, M. Chandraker, · 2017
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Predicting deeper into the future of semantic segmentation,
P. Luc, N. Neverova, C. Couprie, J. Verbeek, Y. LeCun, · 2017
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Video visual relation detection,
X. Shang, T. Ren, J. Guo, H. Zhang, T.-S. Chua, · 2017
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Attention is all you need,
A. Vaswani, N. Shazeer, N. Parmar, J. Uszkoreit, L. Jones, A. N. Gomez, L. Kaiser, I. Polosukhin, · 2017
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Semi-supervised classification with graph convolutional networks,
T. N. Kipf, M. Welling, · 2017
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Visual translation embedding network for visual relation detection,
H. Zhang, Z. Kyaw, S. F. Chang, T. S. Chua, · 2017
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Every moment counts: Dense detailed labeling of actions in complex videos,
S. Yeung, O. Russakovsky, N. Jin, M. Andriluka, G. Mori, L. Fei-Fei, · 2018
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Scaling egocentric vision: The epic-kitchens dataset,
D. Damen, H. Doughty, G. Maria Farinella, S. Fidler, A. Furnari, E. Kazakos, D. Moltisanti, J. Munro, T. Perrett, W. Price, et al., · 2018
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End-to-end dense video captioning with masked transformer,
L. Zhou, Y. Zhou, J. J. Corso, R. Socher, C. Xiong, · 2018
Cited alongside, same era.
Forecasting hands and objects in future frames,
C. Fan, J. Lee, M. S. Ryoo, · 2018
Cited alongside, same era.
Spatial temporal graph convolutional networks for skeleton-based action recognition,
S. Yan, Y. Xiong, D. Lin, · 2018
Predicting short-term next-active-object through visual attention and hand position,
J. Jiang, Z. Nan, H. Chen, S. Chen, N. Zheng, · 2021
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Mcvd-masked conditional video diffusion for prediction, generation, and interpolation,
V. Voleti, A. Jolicoeur-Martineau, C. Pal, · 2022
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Future transformer for long-term action anticipation,
D. Gong, J. Lee, M. Kim, S. J. Ha, M. Cho, · 2022
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Dual attentional transformer for video visual relation prediction,
M. Qu, G. Deng, D. Di, J. Cui, T. Su, · 2023
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Intention-conditioned long-term human egocentric action anticipation,
E. V. Mascaró, H. Ahn, D. Lee, · 2023
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Multiple visual relationship forecasting and arrangement in videos,
W. Ouyang, Y. Hu, Y. Ou, Z. Chen, · 2023
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Relational action forecasting,
C. Sun, A. Shrivastava, C. Vondrick, R. Sukthankar, K. Murphy, C. Schmid, · 2019
Cited alongside, same era.
Video action transformer network,
R. Girdhar, J. Carreira, C. Doersch, A. Zisserman, · 2019
Cited alongside, same era.
Neural message passing for visual relationship detection,
Y. Hu, S. Chen, X. Chen, Y. Zhang, X. Gu, · 2019
Cited alongside, same era.
Open-ended video question answering via multi-modal conditional adversarial networks,
Z. Zhao, S. Xiao, Z. Song, C. Lu, J. Xiao, Y. Zhuang, · 2020
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Action genome: Actions as compositions of spatio-temporal scene graphs,
J. Ji, R. Krishna, L. Fei-Fei, J. C. Niebles, · 2020
Cited alongside, same era.
Multiple object forecasting: Predicting future object locations in diverse environments,
O. Styles, V. Sanchez, T. Guha, · 2020
Cited alongside, same era.
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Towards scene graph anticipation,
R. Peddi, S. Singh, P. Singla, V. Gogate, et al., · 2024
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Hyperglm: Hypergraph for video scene graph generation and anticipation,
T.-T. Nguyen, P. Nguyen, J. Cothren, A. Yilmaz, K. Luu, · 2024
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A multivariate markov chain model for interpretable dense action anticipation,
Y. Qiu, D. Rajan, · 2024
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Mc-vivit: Multi-branch classifier-vivit to detect mild cognitive impairment in older adults using facial videos,
J. Sun, H. H. Dodge, M. H. Mahoor, · 2024
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Towards unbiased and robust spatio-temporal scene graph generation and anticipation,
R. Peddi, S. Saurabh, A. A. Shrivastava, P. Singla, V. Gogate, · 2025
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Egocentric event-based vision for ping pong ball trajectory prediction,
I. Alberico, M. Cannici, G. Cioffi, D. Scaramuzza, · 2025
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Swinlip: An efficient visual speech encoder for lip reading using swin transformer,
Y.-H. Park, R.-H. Park, H.-M. Park, · 2025
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R2-diff: Denoising by diffusion as a refinement of retrieved motion for image-based motion prediction,
T. Oba, N. Ukita, · 2025
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Sequential posterior sampling with diffusion models,
T. S. Stevens, O. Nolan, J.-L. Robert, R. J. Van Sloun, · 2025
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