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01/05/2023
Skip-Attention: Improving Vision Transformers by Paying Less Attention
This work aims to improve the efficiency of vision transformers (ViT). W...
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04/05/2022
SALISA: Saliency-based Input Sampling for Efficient Video Object Detection
High-resolution images are widely adopted for high-performance object de...
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04/27/2021
FrameExit: Conditional Early Exiting for Efficient Video Recognition
In this paper, we propose a conditional early exiting framework for effi...
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07/18/2018
Video Time: Properties, Encoders and Evaluation
Time-aware encoding of frame sequences in a video is a fundamental probl...
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03/20/2018
Actor and Action Video Segmentation from a Sentence
This paper strives for pixel-level segmentation of actors and their acti...
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06/15/2016
DeepProposals: Hunting Objects and Actions by Cascading Deep Convolutional Layers
In this paper, a new method for generating object and action proposals i...
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04/21/2016
Online Action Detection
In online action detection, the goal is to detect the start of an action...
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12/06/2015
Rank Pooling for Action Recognition
We propose a function-based temporal pooling method that captures the la...
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10/15/2015