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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 |
| 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 |
| Learning to Play Football from Sports Perspective: A Knowledge-embedded Deep Reinforcement Learning Framework 期刊论文
IEEE Transactions on Games, 2022, 页码: 12
作者: Liu BY(刘博寅)
Adobe PDF(2957Kb) | 收藏 | 浏览/下载：40/10 | 提交时间：2024/07/12 |
| 基于深度强化学习的足球智能体球员策略方法研究 学位论文
, 2024
作者: 刘博寅
Adobe PDF(11380Kb) | 收藏 | 浏览/下载：60/0 | 提交时间：2024/07/12
足球 多智能体系统 深度强化学习 互信息 内在激励 预训练 |
| 面向视觉-语言的跨模态预训练与匹配方法研究 学位论文
, 2024
作者: chen yuxin
Adobe PDF(46981Kb) | 收藏 | 浏览/下载：34/2 | 提交时间：2024/07/11
视觉语言匹配 图像文本预训练 知识蒸馏 双向匹配评估 令牌合并 |
