Computer Vision

Towards Automated Movie Trailer Generation featured image

Towards Automated Movie Trailer Generation

Movie trailers are an essential tool for promoting films and attracting audiences. However the process of creating trailers can be time-consuming and expensive. To streamline this …

Dawit mureja argaw
Dr2Net: Dynamic Reversible Dual-Residual Networks for Memory-Efficient Finetuning featured image

Dr<sup>2</sup>Net: Dynamic Reversible Dual-Residual Networks for Memory-Efficient Finetuning

Large pretrained models are increasingly crucial in modern computer vision tasks. These models are typically used in downstream tasks by end-to-end finetuning, which is highly …

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Chen Zhao
End-to-End Temporal Action Detection with 1B Parameters Across 1000 Frames featured image

End-to-End Temporal Action Detection with 1B Parameters Across 1000 Frames

Recently, temporal action detection (TAD) has seen significant performance improvement with end-to-end training. However, due to the memory bottleneck, only models with limited …

Shuming liu