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05/20/2023
Text-Video Retrieval with Disentangled Conceptualization and Set-to-Set Alignment
Text-video retrieval is a challenging cross-modal task, which aims to al...
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03/23/2023
Multi-granularity Interaction Simulation for Unsupervised Interactive Segmentation
Interactive segmentation enables users to segment as needed by providing...
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12/10/2022
Position Embedding Needs an Independent Layer Normalization
The Position Embedding (PE) is critical for Vision Transformers (VTs) du...
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10/16/2022
PCR: Pessimistic Consistency Regularization for Semi-Supervised Segmentation
Currently, state-of-the-art semi-supervised learning (SSL) segmentation ...
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10/12/2022
Dynamic Clustering Network for Unsupervised Semantic Segmentation
Recently, the ability of self-supervised Vision Transformer (ViT) to rep...
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07/20/2022
Locality Guidance for Improving Vision Transformers on Tiny Datasets
While the Vision Transformer (VT) architecture is becoming trendy in com...
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07/06/2022
Difference in Euclidean Norm Can Cause Semantic Divergence in Batch Normalization
In this paper, we show that the difference in Euclidean norm of samples ...
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04/30/2021
DPR-CAE: Capsule Autoencoder with Dynamic Part Representation for Image Parsing
Parsing an image into a hierarchy of objects, parts, and relations is im...
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06/06/2020
MMA Regularization: Decorrelating Weights of Neural Networks by Maximizing the Minimal Angles
The strong correlation between neurons or filters can significantly weak...
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04/30/2019