Search Results for author: James Rehg

Found 3 papers, 1 papers with code

Unsupervised Class-Incremental Learning Through Confusion

no code implementations9 Apr 2021 Shivam Khare, Kun Cao, James Rehg

While many works on Continual Learning have shown promising results for mitigating catastrophic forgetting, they have relied on supervised training.

class-incremental learning Image Classification +1

Forecasting Human-Object Interaction: Joint Prediction of Motor Attention and Actions in First Person Video

1 code implementation ECCV 2020 Miao Liu, Siyu Tang, Yin Li, James Rehg

Motivated by this, we adopt intentional hand movement as a future representation and propose a novel deep network that jointly models and predicts the egocentric hand motion, interaction hotspots and future action.

Action Anticipation Human-Object Interaction Detection

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