Search Results for author: Shixiong Xu

Found 5 papers, 2 papers with code

AddressCLIP: Empowering Vision-Language Models for City-wide Image Address Localization

1 code implementation11 Jul 2024 Shixiong Xu, Chenghao Zhang, Lubin Fan, Gaofeng Meng, Shiming Xiang, Jieping Ye

In this study, we introduce a new problem raised by social media and photojournalism, named Image Address Localization (IAL), which aims to predict the readable textual address where an image was taken.

Contrastive Learning Transfer Learning

Defying Imbalanced Forgetting in Class Incremental Learning

no code implementations22 Mar 2024 Shixiong Xu, Gaofeng Meng, Xing Nie, Bolin Ni, Bin Fan, Shiming Xiang

This intriguing phenomenon, discovered in replay-based Class Incremental Learning (CIL), highlights the imbalanced forgetting of learned classes, as their accuracy is similar before the occurrence of catastrophic forgetting.

class-incremental learning Class Incremental Learning +2

Exploring Domain Incremental Video Highlights Detection with the LiveFood Benchmark

1 code implementation12 Sep 2022 Sen Pei, Shixiong Xu, Xiaojie Jin

However, most VHD methods are based on the closed world assumption, i. e., a fixed number of highlight categories is defined in advance and all training data are available beforehand.

Incremental Learning

Deep Encryption: Protecting Pre-Trained Neural Networks with Confusion Neurons

no code implementations29 Sep 2021 Mengbiao Zhao, Shixiong Xu, Jianlong Chang, Lingxi Xie, Jie Chen, Qi Tian

Having consumed huge amounts of training data and computational resource, large-scale pre-trained models are often considered key assets of AI service providers.

Position

Cannot find the paper you are looking for? You can Submit a new open access paper.