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08/18/2023
ResQ: Residual Quantization for Video Perception
This paper accelerates video perception, such as semantic segmentation a...
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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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06/16/2022
Simple and Efficient Architectures for Semantic Segmentation
Though the state-of-the architectures for semantic segmentation, such as...
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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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03/17/2022
Delta Distillation for Efficient Video Processing
This paper aims to accelerate video stream processing, such as object de...
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03/03/2022
Region-of-Interest Based Neural Video Compression
Humans do not perceive all parts of a scene with the same resolution, bu...
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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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04/23/2021
Skip-Convolutions for Efficient Video Processing
We propose Skip-Convolutions to leverage the large amount of redundancie...
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04/20/2020
Adversarial Distortion for Learned Video Compression
In this paper, we present a novel adversarial lossy video compression mo...
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08/14/2019
Video Compression With Rate-Distortion Autoencoders
In this paper we present a a deep generative model for lossy video compr...
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08/02/2019