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08/15/2023
Ternary Singular Value Decomposition as a Better Parameterized Form in Linear Mapping
We present a simple yet novel parameterized form of linear mapping to ac...
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08/09/2023
JEN-1: Text-Guided Universal Music Generation with Omnidirectional Diffusion Models
Music generation has attracted growing interest with the advancement of ...
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07/25/2023
Modify Training Directions in Function Space to Reduce Generalization Error
We propose theoretical analyses of a modified natural gradient descent m...
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10/18/2022
1st Place Solutions for the UVO Challenge 2022
This paper describes the approach we have taken in the challenge. We sti...
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09/28/2022
Low-Resolution Action Recognition for Tiny Actions Challenge
Tiny Actions Challenge focuses on understanding human activities in real...
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05/02/2022
FedDKD: Federated Learning with Decentralized Knowledge Distillation
The performance of federated learning in neural networks is generally in...
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03/10/2022
Backbone is All Your Need: A Simplified Architecture for Visual Object Tracking
Exploiting a general-purpose neural architecture to replace hand-wired d...
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08/16/2021
BN-NAS: Neural Architecture Search with Batch Normalization
We present BN-NAS, neural architecture search with Batch Normalization (...
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08/07/2021
PSViT: Better Vision Transformer via Token Pooling and Attention Sharing
In this paper, we observe two levels of redundancies when applying visio...
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07/07/2021
GLiT: Neural Architecture Search for Global and Local Image Transformer
We introduce the first Neural Architecture Search (NAS) method to find a...
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11/22/2020
Evolving Search Space for Neural Architecture Search
The automation of neural architecture design has been a coveted alternat...
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09/15/2019
GradNet: Gradient-Guided Network for Visual Object Tracking
The fully-convolutional siamese network based on template matching has s...
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03/18/2019
Intelligent Solution System towards Parts Logistics Optimization
Due to the complication of the presented problem, intelligent algorithms...
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05/22/2018