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Found 4 papers, 2 papers with code
Catch Missing Details: Image Reconstruction with Frequency Augmented Variational Autoencoder
The popular VQ-VAE models reconstruct images through learning a discrete codebook but suffer from a significant issue in the rapid quality degradation of image reconstruction as the compression rate rises.
VideoXum: Cross-modal Visual and Textural Summarization of Videos
We propose a new joint video and text summarization task.
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Video Summarization
on videoxum
Open Vocabulary Multi-Label Classification with Dual-Modal Decoder on Aligned Visual-Textual Features
In computer vision, multi-label recognition are important tasks with many real-world applications, but classifying previously unseen labels remains a significant challenge.
GCF-Net: Gated Clip Fusion Network for Video Action Recognition
These models are trained by applying a deep CNN on single clip of fixed temporal length.
