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CASIA OpenIR

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MGML: Momentum Group Meta-Learning for Few-Shot Image Classification 期刊论文
Neurocomputing, 2022, 页码: 351-361
作者:  Zhu XM(朱晓萌);  Li SX(李书晓)
Adobe PDF(1801Kb)  |  收藏  |  浏览/下载：38/8  |  提交时间：2024/07/30
Few-shot learning  Meta-learning  Ensemble model  Adaptive momentum update rule  
面向弱标签的视觉场景分割方法研究 学位论文
, 2024
作者:  李靖
Adobe PDF(15843Kb)  |  收藏  |  浏览/下载：45/1  |  提交时间：2024/07/25
视觉场景分割，弱监督图像分割，交互式图像分割  
Towards Noiseless Object Contours for Weakly Supervised Semantic Segmentation 会议论文
, New Orleans, 2022.6.19-2022.6.24
作者:  Li, Jing;  Fan, Junsong;  Zhang, Zhaoxiang
Adobe PDF(2241Kb)  |  收藏  |  浏览/下载：19/7  |  提交时间：2024/07/24
Segmentation, Weakly Supervised, Contour  
Snippet-to-Prototype Contrastive Consensus Network for Weakly Supervised Temporal Action Localization 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2024, 卷号: 26, 页码: 6717-6729
作者:  Shao, Yuxiang;  Zhang, Feifei;  Xu, Changsheng
收藏  |  浏览/下载：9/0  |  提交时间：2024/07/22
Contrastive learning  knowledge distillation  weakly-supervised temporal action localization  
A Deep Model for Partial Multi-label Image Classification with Curriculum-based Disambiguation 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 801-814
作者:  Feng Sun;  Ming-Kun Xie;  Sheng-Jun Huang
Adobe PDF(1337Kb)  |  收藏  |  浏览/下载：30/8  |  提交时间：2024/07/18
Partial multi-label image classification  curriculum-based disambiguation  consistency regularization  label difficulty  candidate label set.  
Learning Top-K Subtask Planning Tree Based on Discriminative Representation Pretraining for Decision-making 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 782-800
作者:  Jingqing Ruan;   Kaishen Wang;   Qingyang Zhang;   Dengpeng Xing;   Bo Xu
Adobe PDF(4577Kb)  |  收藏  |  浏览/下载：25/11  |  提交时间：2024/07/18
Reinforcement learning  representation learning  subtask planning  task decomposition  pretraining.  
Toward Human-centered XAI in Practice: A survey 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 740-770
作者:  Xiangwei Kong;  Shujie Liu;  Luhao Zhu
Adobe PDF(1550Kb)  |  收藏  |  浏览/下载：25/4  |  提交时间：2024/07/18
Artificial intelligence (AI) application  explainable AI (XAI)  human-centered design  visual computing  medical diagnosis  
Interpretability of Neural Networks Based on Game-theoretic Interactions 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 718-739
作者:  Huilin Zhou;   Jie Ren;   Huiqi Deng;   Xu Cheng;  Jinpeng Zhang;   Quanshi Zhang
Adobe PDF(2984Kb)  |  收藏  |  浏览/下载：27/8  |  提交时间：2024/07/18
Model interpretability and transparency  explainable AI  game theory  interaction  deep learning  
Vision Transformers with Hierarchical Attention 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 670-683
作者:  Yun Liu;   Yu-Huan Wu;   Guolei Sun;    Le Zhang;  Ajad Chhatkuli;   Luc Van Gool
Adobe PDF(1358Kb)  |  收藏  |  浏览/下载：36/12  |  提交时间：2024/07/18
Vision transformer  hierarchical attention  global attention  local attention  scene understanding  
Enhancing Evolutionary Algorithms With Pattern Mining for Sparse Large-Scale Multi-Objective Optimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1786-1801
作者:  Sheng Qi;  Rui Wang;  Tao Zhang;  Weixiong Huang;  Fan Yu;  Ling Wang
Adobe PDF(2019Kb)  |  收藏  |  浏览/下载：22/13  |  提交时间：2024/07/16
Evolutionary algorithms  pattern mining  sparse large-scale multi-objective problems (SLMOPs)  sparse large-scale optimization