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CASIA OpenIR

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Understanding and Mitigating Dimensional Collapse in Federated Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 5, 页码: 2936-2949
作者:  Shi, Yujun;  Liang, Jian;  Zhang, Wenqing;  Xue, Chuhui;  Tan, Vincent Y. F.;  Bai, Song
收藏  |  浏览/下载：3/0  |  提交时间：2024/07/03
Federated learning  representation learning  distribution shift  dimensional collapse  
Super Sparse 3D Object Detection 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 10, 页码: 12490-12505
作者:  Fan, Lue;  Yang, Yuxue;  Wang, Feng;  Wang, Naiyan;  Zhang, Zhaoxiang
收藏  |  浏览/下载：5/0  |  提交时间：2024/07/03
Feature extraction  Detectors  Point cloud compression  Three-dimensional displays  Proposals  Object detection  Laser radar  3D object detection  autonomous driving  instance segmentation  LiDAR  point clustering  sparse  temporal fusion  waymo open dataset  
Diag-IoU Loss for Object Detection 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 12, 页码: 7671-7683
作者:  Zhang, Shuangqing;  Li, Chenglong;  Jia, Zhen;  Liu, Lei;  Zhang, Zhang;  Wang, Liang
收藏  |  浏览/下载：2/0  |  提交时间：2024/07/03
Object detection  bounding box regression  box diagonal  IoU metric  
Memory-Adaptive Vision-and-Language Navigation 期刊论文
Pattern Recognition, 2024, 卷号: 153, 页码: 110511
作者:  Keji He;  Ya Jing;  Yan Huang;  Zhihe Lu;  Dong An;  Liang Wang
Adobe PDF(3831Kb)  |  收藏  |  浏览/下载：32/11  |  提交时间：2024/06/26
Vision-and-Language Navigation  Memory bank  History noises  Memory-Adaptive Model  
Invisible Intruders: Label-Consistent Backdoor Attack using Re-parameterized Noise Trigger 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 14, 期号: 8, 页码: 1-13
作者:  Bo Wang;  Fei Yu;  Fei Wei;  Yi Li;  Wei Wang
Adobe PDF(1364Kb)  |  收藏  |  浏览/下载：39/13  |  提交时间：2024/06/21
Improving Generalization of Deepfake Detectors by Imposing Gradient Regularization 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2024, 卷号: 19, 期号: 2024, 页码: 5345-5356
作者:  Weinan Guan;  Wei Wang;  Jing Dong;  Bo Peng
Adobe PDF(1989Kb)  |  收藏  |  浏览/下载：34/9  |  提交时间：2024/06/21
Deepfake detection  forgery texture patterns  
GraphFM: Graph Factorization Machines for Feature Interaction Modeling 期刊论文
Machine Intelligence Research, 2024, 页码: 1
作者:  Shu Wu;  Zekun Li;  Yunyue Su;  Zeyu Cui;  Xiaoyu Zhang;  Liang Wang
Adobe PDF(7938Kb)  |  收藏  |  浏览/下载：24/5  |  提交时间：2024/06/21
Improving Multi-Task GNNs for Molecular Property Prediction via Missing Label Imputation 期刊论文
Machine Intelligence Research, 2023, 页码: 1-31
作者:  Fenyu Hu;  Dingshuo Chen;  Qiang Liu;  Shu Wu
Adobe PDF(5659Kb)  |  收藏  |  浏览/下载：22/7  |  提交时间：2024/06/21
Out-of-distribution Evidence-aware Fake News Detection via Dual Adversarial Debiasing 期刊论文
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024, 页码: 1-13
作者:  Qiang Liu;  Junfei Wu;  Shu Wu;  Liang Wang
Adobe PDF(1303Kb)  |  收藏  |  浏览/下载：22/6  |  提交时间：2024/06/21
Adversarial Contrastive Learning for Evidence-aware Fake News Detection with Graph Neural Networks 期刊论文
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023, 页码: 1-14
作者:  Junfei Wu;  Weizhi Xu;  Qiang Liu;  Shu Wu;  Liang Wang
Adobe PDF(4374Kb)  |  收藏  |  浏览/下载：22/4  |  提交时间：2024/06/21