A Survey on Deep Learning Techniques for Action Anticipation

29 September 2023

Papers citing "A Survey on Deep Learning Techniques for Action Anticipation"

50 / 72 papers shown

Title
Large Language Models Michael R Douglas LLMAG LM&MA 129 625 0 11 Jul 2023
Action Anticipation with Goal Consistency Olga Zatsarynna Juergen Gall 73 10 0 26 Jun 2023
VideoLLM: Modeling Video Sequence with Large Language Models Guo Chen Yin-Dong Zheng Jiahao Wang Jilan Xu Yifei Huang ... Yi Wang Yali Wang Yu Qiao Tong Lu Limin Wang MLLM 118 83 0 22 May 2023
Future Transformer for Long-term Action Anticipation Dayoung Gong Joonseok Lee Manjin Kim S. Ha Minsu Cho AI4TS 44 66 0 27 May 2022
Assembly101: A Large-Scale Multi-View Video Dataset for Understanding Procedural Activities Fadime Sener Dibyadip Chatterjee Daniel Shelepov Kun He Dipika Singhania Robert Y. Wang Angela Yao VGen 65 214 0 28 Mar 2022
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection Yanghao Li Chaoxia Wu Haoqi Fan K. Mangalam Bo Xiong Jitendra Malik Christoph Feichtenhofer ViT 144 689 0 02 Dec 2021
Self-Regulated Learning for Egocentric Video Activity Anticipation Zhaobo Qi Shuhui Wang Chi Su Li Su Qingming Huang Q. Tian EgoV 105 52 0 23 Nov 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 380 1,088 0 13 Oct 2021
SlowFast Rolling-Unrolling LSTMs for Action Anticipation in Egocentric Videos Nada Osman Guglielmo Camporese Pasquale Coscia Lamberto Ballan EgoV 71 21 0 02 Sep 2021
Predicting the Future from First Person (Egocentric) Vision: A Survey Ivan Rodin Antonino Furnari Dimitrios Mavroeidis G. Farinella EgoV 60 42 0 28 Jul 2021
Multi-Modal Temporal Convolutional Network for Anticipating Actions in Egocentric Videos Olga Zatsarynna Yazan Abu Farha Juergen Gall EgoV 57 27 0 18 Jul 2021
Video Swin Transformer Ze Liu Jia Ning Yue Cao Yixuan Wei Zheng Zhang Stephen Lin Han Hu ViT 94 1,481 0 24 Jun 2021
OadTR: Online Action Detection with Transformers Xiang Wang Shiwei Zhang Zhiwu Qing Yuanjie Shao Zhe Zuo Changxin Gao Nong Sang OffRL ViT 70 113 0 21 Jun 2021
Anticipative Video Transformer Rohit Girdhar Kristen Grauman ViT 53 211 0 03 Jun 2021
Anticipating human actions by correlating past with the future with Jaccard similarity measures Basura Fernando Samitha Herath EgoV 56 58 0 26 May 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 406 2,672 0 04 May 2021
Perceiver: General Perception with Iterative Attention Andrew Jaegle Felix Gimeno Andrew Brock Andrew Zisserman Oriol Vinyals João Carreira VLM ViT MDE 178 1,014 0 04 Mar 2021
Learning to Anticipate Egocentric Actions by Imagination Yu Wu Linchao Zhu Xiaohan Wang Yi Yang Leilei Gan EgoV 96 69 0 13 Jan 2021
Learning the Predictability of the Future Dídac Surís Ruoshi Liu Carl Vondrick 65 74 0 01 Jan 2021
Human Action Recognition from Various Data Modalities: A Review Zehua Sun Qiuhong Ke Hossein Rahmani Mohammed Bennamoun Gang Wang Jun Liu MU 122 523 0 22 Dec 2020
Rethinking Attention with Performers K. Choromanski Valerii Likhosherstov David Dohan Xingyou Song Andreea Gane ... Afroz Mohiuddin Lukasz Kaiser David Belanger Lucy J. Colwell Adrian Weller 173 1,580 0 30 Sep 2020
Long-Term Anticipation of Activities with Cycle Consistency Yazan Abu Farha Qiuhong Ke Bernt Schiele Juergen Gall AI4TS 62 44 0 02 Sep 2020
Adversarial Generative Grammars for Human Activity Prediction A. Piergiovanni A. Angelova Alexander Toshev Michael S. Ryoo GAN 60 31 0 11 Aug 2020
Deep Learning for Vision-based Prediction: A Survey Amir Rasouli 68 42 0 30 Jun 2020
Rescaling Egocentric Vision Dima Damen Hazel Doughty G. Farinella Antonino Furnari Evangelos Kazakos ... Davide Moltisanti Jonathan Munro Toby Perrett Will Price Michael Wray EgoV 65 457 0 23 Jun 2020
Linformer: Self-Attention with Linear Complexity Sinong Wang Belinda Z. Li Madian Khabsa Han Fang Hao Ma 205 1,700 0 08 Jun 2020
The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines Dima Damen Hazel Doughty G. Farinella Sanja Fidler Antonino Furnari ... Davide Moltisanti Jonathan Munro Toby Perrett Will Price Michael Wray EgoV 52 232 0 29 Apr 2020
TTPP: Temporal Transformer with Progressive Prediction for Efficient Action Anticipation Wen Wang Xiaojiang Peng Yanzhou Su Yu Qiao Jian Cheng AI4TS 58 18 0 07 Mar 2020
EGO-TOPO: Environment Affordances from Egocentric Video Tushar Nagarajan Yanghao Li Christoph Feichtenhofer Kristen Grauman EgoV 110 123 0 14 Jan 2020
Video Representation Learning by Dense Predictive Coding Tengda Han Weidi Xie Andrew Zisserman SSL 88 361 0 10 Sep 2019
Transformer Dissection: A Unified Understanding of Transformer's Attention via the Lens of Kernel Yao-Hung Hubert Tsai Shaojie Bai M. Yamada Louis-Philippe Morency Ruslan Salakhutdinov 112 258 0 30 Aug 2019
EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition Evangelos Kazakos Arsha Nagrani Andrew Zisserman Dima Damen EgoV 57 337 0 22 Aug 2019
A Short Note on the Kinetics-700 Human Action Dataset João Carreira Eric Noland Chloe Hillier Andrew Zisserman 70 452 0 15 Jul 2019
Human Motion Trajectory Prediction: A Survey Andrey Rudenko Luigi Palmieri Michael Herman Kris Kitani D. Gavrila Kai O. Arras 86 733 0 15 May 2019
Next-Active-Object prediction from Egocentric Videos Antonino Furnari Sebastiano Battiato Kristen Grauman G. Farinella EgoV 52 97 0 10 Apr 2019
Knowledge Distillation for Human Action Anticipation Vinh Tran Yang Wang Minh Hoai 39 6 0 09 Apr 2019
Video Classification with Channel-Separated Convolutional Networks Du Tran Heng Wang Lorenzo Torresani Matt Feiszli 3DV 61 587 0 04 Apr 2019
Peeking into the Future: Predicting Future Person Activities and Locations in Videos Junwei Liang Lu Jiang Juan Carlos Niebles Alexander G. Hauptmann Li Fei-Fei 42 378 0 11 Feb 2019
Diversity-Sensitive Conditional Generative Adversarial Networks Dingdong Yang Seunghoon Hong Y. Jang Tianchen Zhao Honglak Lee GAN 92 216 0 25 Jan 2019
Long-Term Feature Banks for Detailed Video Understanding Chao-Yuan Wu Christoph Feichtenhofer Haoqi Fan Kaiming He Philipp Krahenbuhl Ross B. Girshick 163 480 0 12 Dec 2018
SlowFast Networks for Video Recognition Christoph Feichtenhofer Haoqi Fan Jitendra Malik Kaiming He 164 3,272 0 10 Dec 2018
TSM: Temporal Shift Module for Efficient Video Understanding Ji Lin Chuang Gan Song Han 87 1,689 0 20 Nov 2018
Human Intention Estimation based on Hidden Markov Model Motion Validation for Safe Flexible Robotized Warehouses Tomislav Petković David Puljiz Ivan Marković B. Hein 38 82 0 20 Nov 2018
Action Anticipation By Predicting Future Dynamic Images Cristian Rodriguez-Opazo Basura Fernando Hongdong Li 48 64 0 01 Aug 2018
Human Action Recognition and Prediction: A Survey Yu Kong Y. Fu 77 619 0 28 Jun 2018
Anticipating Traffic Accidents with Adaptive Loss and Large-scale Incident DB Tomoyuki Suzuki Hirokatsu Kataoka Y. Aoki Y. Satoh 54 114 0 08 Apr 2018
When will you do what? - Anticipating Temporal Occurrences of Activities Yazan Abu Farha Alexander Richard Juergen Gall 65 191 0 03 Apr 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 430 13,121 0 07 Feb 2018
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 283 8,902 0 21 Nov 2017
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 466 20,124 0 30 Oct 2017