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06/01/2023
UniDiff: Advancing Vision-Language Models with Generative and Discriminative Learning
Recent advances in vision-language pre-training have enabled machines to...
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06/17/2022
Entity-Graph Enhanced Cross-Modal Pretraining for Instance-level Product Retrieval
Our goal in this research is to study a more realistic environment in wh...
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04/27/2022
Worst-Case Dynamic Power Distribution Network Noise Prediction Using Convolutional Neural Network
Worst-case dynamic PDN noise analysis is an essential step in PDN sign-o...
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09/09/2021
M5Product: A Multi-modal Pretraining Benchmark for E-commercial Product Downstream Tasks
In this paper, we aim to advance the research of multi-modal pre-trainin...
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07/30/2021
Product1M: Towards Weakly Supervised Instance-Level Product Retrieval via Cross-modal Pretraining
Nowadays, customer's demands for E-commerce are more diversified, which ...
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01/25/2021
A Unified Joint Maximum Mean Discrepancy for Domain Adaptation
Domain adaptation has received a lot of attention in recent years, and m...
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04/25/2019
Adaptive Collaborative Similarity Learning for Unsupervised Multi-view Feature Selection
In this paper, we investigate the research problem of unsupervised multi...
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02/11/2019
Understanding over-parameterized deep networks by geometrization
A complete understanding of the widely used over-parameterized deep netw...
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01/17/2019
Background subtraction on depth videos with convolutional neural networks
Background subtraction is a significant component of computer vision sys...
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01/06/2019
Geometrization of deep networks for the interpretability of deep learning systems
How to understand deep learning systems remains an open problem. In this...
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12/16/2018
Auto-tuning Neural Network Quantization Framework for Collaborative Inference Between the Cloud and Edge
Recently, deep neural networks (DNNs) have been widely applied in mobile...
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03/11/2018
The shortness of human life constitutes its limit
In this paper, we affirm our earlier findings of evidence for a limit to...
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11/24/2017
Demystifying AlphaGo Zero as AlphaGo GAN
The astonishing success of AlphaGo ZeroSilver_AlphaGo invokes a worldwid...
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10/30/2017