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| 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：22/7 | 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：10/4 | 提交时间：2024/07/18
Reinforcement learning representation learning subtask planning task decomposition pretraining. |
| 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：11/3 | 提交时间：2024/07/18
Model interpretability and transparency explainable AI game theory interaction deep learning |
| A Novel Divide and Conquer Solution for Long-term Video Salient Object Detection 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 684-703
作者: Yun-Xiao Li; Cheng-Li-Zhao Chen; Shuai Li; Ai-Min Hao; Hong Qin
Adobe PDF(6454Kb) | 收藏 | 浏览/下载：13/4 | 提交时间：2024/07/18
Video salient object detection background consistency analysis weakly supervised learning long-term information background shift |
| 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：19/6 | 提交时间：2024/07/18
Vision transformer hierarchical attention global attention local attention scene understanding |
| Towards Domain-agnostic Depth Completion 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 652-669
作者: Guangkai Xu; Wei Yin; Jianming Zhang; Oliver Wang; Simon Niklaus; Simon Chen; Jia-Wang Bian
Adobe PDF(17196Kb) | 收藏 | 浏览/下载：9/2 | 提交时间：2024/07/18
Monocular depth estimation depth completion zero-shot generalization scene reconstruction neural network |
| Rethinking Global Context in Crowd Counting 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 640-651
作者: Guolei Sun; Yun Liu; Thomas Probst; Danda Pani Paudel; Nikola Popovic; Luc Van Gool
Adobe PDF(2388Kb) | 收藏 | 浏览/下载：11/4 | 提交时间：2024/07/18
Crowd counting vision transformer global context attention density map |
| Segment Anything Is Not Always Perfect: An Investigationof SAM on Different Real-world Applications 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 617-630
作者: Wei Ji; Jingjing Li; Qi Bi; Tingwei Liu; Wenbo Li; Li Cheng
Adobe PDF(11623Kb) | 收藏 | 浏览/下载：4/2 | 提交时间：2024/07/18
Segment anything model (SAM) visual perception segmentation foundational model computer vision |
| 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：32/8 | 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：31/11 | 提交时间：2024/06/21 |
