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Found 7 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.
Ranked #1 on
Video Summarization
on videoxum
ROIFormer: Semantic-Aware Region of Interest Transformer for Efficient Self-Supervised Monocular Depth Estimation
The exploration of mutual-benefit cross-domains has shown great potential toward accurate self-supervised depth estimation.
A Masked Bounding-Box Selection Based ResNet Predictor for Text Rotation Prediction
The existing Optical Character Recognition (OCR) systems are capable of recognizing images with horizontal texts.
Optical Character Recognition
Optical Character Recognition (OCR)
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.
Dual-Flattening Transformers through Decomposed Row and Column Queries for Semantic Segmentation
We propose a Dual-Flattening Transformer (DFlatFormer) to enable high-resolution output by reducing complexity to $\mathcal{O}(hw(H+W))$ that is multiple orders of magnitude smaller than the naive dense transformer.
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.
