Nov 18, 2022 · We propose Ample and Focal Network (AFNet), which is composed of two branches to utilize more frames but with less computation.

With this design, we can introduce more frames to the network but cost less computation. Besides, we demonstrate AFNet can utilize fewer frames while achieving ...

Oct 31, 2022 · This paper presents an efficient framework called Ample and Focal Network (AFNet) for video recognition. This framework consists of two branches ...

Apr 3, 2024 · With this design, we can introduce more frames to the network but cost less computation. Besides, we demonstrate AFNet can utilize fewer frames ...

Look More but Care Less in Video Recognition (NeurIPS 2022) ... Comparisons between existing methods and our proposed Ample and Focal Network (AFNet). Most ...

Explore all code implementations available for Look More but Care Less in Video Recognition.

Oct 23, 2024 · Just because faces look more realistically captured doesn't mean they won't need to work on other aspects of the process. Upvote 1. Downvote

Don't Judge by the Look: A Motion Coherent Augmentation for Video Recognition ... Look More but Care Less in Video Recognition Yitian Zhang, Yue Bai, Huan ...

Jun 3, 2023 · 通过这种设计，我们不仅可以防止信息丢失，还可以加强基本帧的表示。 • 我们提出了一个轻量级导航模块，可以在每个卷积块上动态选择显着帧，这可以很容易地以 ...

Look more but care less in video recognition. Y Zhang, Y Bai, H Wang, Y Xu, Y Fu. Advances in Neural Information Processing Systems 35, 30813-30825, 2022. 9 ...