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awesome-action-prediction-list
A curated list of papers and resources linked to action anticipation and early action recognition from videos.
https://github.com/guglielmocamporese/awesome-action-prediction-list
Last synced: 2 days ago
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Early Action Recognition Papers
- What Would You Expect? Anticipating Egocentric Actions With Rolling-Unrolling LSTMs and Modality Attention - *Furnari et al* - **ICCV, 2019**.
- Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video - *Furnari et al* - **PAMI, 2020**.
- Human Action Recognition and Prediction: A Survey - *Kong et al* - **arxiv, 2018**.
- Action Prediction from Videos via Memorizing Hard-to-Predict Samples - *Kong et al* - **AAAI, 2018**.
- On Encoding Temporal Evolution for Real-time Action Prediction - *Rezazadegan et al* - **arXiv, 2018**.
- Predictive Learning: Using Future Representation Learning Variantial Autoencoder for Human Action Prediction - *Runsheng et al* - **arXiv, 2017**.
- Encouraging LSTMs to Anticipate Actions Very Early - *Aliakbarian et al* - **ICCV, 2017**.
- RED: Reinforced Encoder-Decoder Networks for Action Anticipation - *Gao et al* - **BMVC, 2017**.
- Anticipating Visual Representations from Unlabeled Video - *Vondrick et al* - **CVPR, 2016**.
- Deep Action- and Context-Aware Sequence Learning for Activity Recognition and Anticipation - *Aliakbarian et al* - **arXiv, 2016**.
- A hierarchical representation for future action prediction - *Lan et al* - **ECCV, 2014**.
- Human activity prediction: Early recognition of ongoing activities from streaming videos - *Ryoo et al* - **ICCV, 2011**.
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Action Anticipation Papers
- Learning to Anticipate Egocentric Actions by Imagination - *Y. Wu et al.* - **TIP, 2021**.
- Anticipative Video Transformer - *Girdhar et al.* - **arXiv, 2021**.
- Learning to Anticipate Egocentric Actions by Imagination - *Y. Wu et al.* - **TIP, 2021**.
- Anticipative Video Transformer - *Girdhar et al.* - **arXiv, 2021**.
- Forecasting Human-Object Interaction: Joint Prediction of Motor Attention and Actions in First Person Video - *M. Liu et al.* - **ECCV, 2020**.
- Temporal Aggregate Representations for Long-Range Video Understanding - F. Sener et al. - **ECCV, 2020**.
- TTPP: Temporal Transformer with Progressive Prediction for Efficient Action Anticipation - *W. Wang et al.* - **arXiv, 2020**.
- Leveraging the Present to Anticipate the Future in Videos - *A. Miech et al.* - **CVPRW, 2019**.
- Predicting the Future: A Jointly Learnt Model for Action Anticipation - *H. Gammulle et al.* - **ICCV, 2019**.
- Time-Conditioned Action Anticipation in One Shot - *Q. Ke et al.* - **CVPR, 2019**.
- Action Anticipation By Predicting Future Dynamic Images - *C. Rodriguez et al.* - **ECCVW, 2018**.
- Encouraging LSTMs to Anticipate Actions Very Early - *M. S. Aliakbarian et al.* - **ICCV, 2017**.
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Early Action Recognition Datasets
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Action Anticipation Competitions