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<h3>Recent Publications</h3>
<ul>
<li>
<p><b>DANCE: Dual-View Distribution Alignment for Dataset Condensation.</b>
<span class="author">Hansong Zhang, Shikun Li, Fanzhao Lin, Weiping Wang, Zhenxing Qian, Shiming Ge*.</span>
<span class="venue">33rd International Joint Conference on Artificial Intelligence (IJCAI), 2024.</span>
</p>
</li>
<li>
<p><b>M3D: Dataset Condensation by Minimizing Maximum Mean Discrepancy.</b>
<span class="author">Hansong Zhang, Shikun Li, Pengju Wang, Dan Zeng, Shiming Ge*.</span>
<span class="venue">Thirty-Eighth Annual AAAI Conference on Artificial Intelligence (AAAI), 2024.</span>
</p>
</li>
<li>
<p><b>Coupled Confusion Correction: Learning from Crowds with Sparse Annotations.</b>
<span class="author">Hansong Zhang, Shikun Li, Dan Zeng, Chenggang Yan, Shiming Ge*.</span>
<span class="venue">Thirty-Eighth Annual AAAI Conference on Artificial Intelligence (AAAI), 2024.</span>
</p>
</li>
<li>
<p><b>Learning Patch-Channel Correspondence for Interpretable Face Forgery Detection.</b>
<span class="author">Yingying Hua, Ruixin Shi, Pengju Wang, Shiming Ge*.</span>
<span class="venue">IEEE Transactions on Image Processing (TIP), 2023.</span>
</p>
</li>
<li>
<p><b>Learning Privacy-Preserving Student Networks via Discriminative-Generative Distillation.</b>
<span class="author">Shiming Ge, Bochao Liu, Pengju Wang, Yong Li*, Dan Zeng.</span>
<span class="venue">IEEE Transactions on Image Processing (TIP), 2023, 32: 116-127.</span>
</p>
</li>
<li>
<p><b>Estimating Noise Transition Matrix with Label Correlations for Noisy Multi-Label Learning.</b>
<span class="author">Shikun Li, Xiaobo Xia, Hansong Zhang, Yibing Zhan, Shiming Ge*, and Tongliang Liu.</span>
<span class="venue">In Annual Conference on Neural Information Processing Systems (NeurIPS), 2022.</span>
</p>
</li>
<li>
<p><b>Deepfake Video Detection with Spatiotemporal Dropout Transformer.</b>
<span class="author">Daichi Zhang, Fanzhao Lin, Yingying Hua, Pengju Wang, Dan Zeng and Shiming Ge*.</span>
<span class="venue">In ACM International Conference on Multimedia (MM), 2022.</span>
</p>
</li>
<li>
<p><b>资源受限场景中的联邦学习技术综述.</b>
<span class="author">王鹏举，卢江虎，刘博超，葛仕明*.</span>
<span class="venue">信息安全学报, 2022.</span>
</p>
</li>
<li>
<p><b>Selective-Supervised Contrastive Learning with Noisy Labels.</b> <span class="author">Shikun Li,
Xiaobo Xia, Shiming Ge*, and Tongliang Liu.</span> <span class="venue">In IEEE Conference on Computer Vision and Pattern Recognition
(CVPR), 2022.</span>
</p>
</li>
<li>
<p><b>Regularized Latent Space Exploration for Discriminative Face Super-Resolution.</b> <span class="author">Ruixin Shi, Junzheng Zhang, Yong Li*,
and Shiming Ge*.</span> <span class="venue">In IEEE International Conference on Acoustics, Speech and Signal Processing
(ICASSP), 2022.</span>
</p>
</li>
<li>
<p><b>Interpretable Face Manipulation Detection via Feature Whitening.</b> <span class="author">Yingying
Hua, Daichi Zhang, Pengju Wang, Shiming Ge*.</span> <span class="venue">In International Conference on
Machine Learning (ICML Workshop), 2021.</span>
</p>
</li>
<li>
<p><b>Student Network Learning via Evolutionary Knowledge Distillation.</b> <span class="author">Kangkai
Zhang, Chunhui Zhang, Shikun Li, Dan Zeng, and Shiming Ge*.</span> <span class="venue">IEEE
Transactions on Circuits and Systems for Video Technology (TCSVT), 2021.</span>
</p>
</li>
<li>
<p><b>Detecting Deepfake Videos with Temporal Dropout 3DCNN.</b> <span class="author">Daichi Zhang, Chenyu
Li, Fanzhao Lin, Dan Zeng, Shiming Ge*.</span> <span class="venue">In International Joint Conference
on Artificial Intelligence (IJCAI), 2021</span>
</p>
</li>
<li>
<p> <b>Cascaded Correlation Refinement for Robust Deep Tracking.</b> <span class="author">Shiming Ge*,
Chunhui Zhang, Shikun Li, Dan Zeng*, and Dacheng Tao.</span>
<span class="venue">IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021, 32(3):
1276-1288.</span>
</p>
</li>
<li>
<p><b>深度学习模型可解释性的研究进展.</b> <span class="author">化盈盈,张岱墀,葛仕明*.</span>
<span class="venue">信息安全学报, 2020, 5(3): 1-12.</span>
</p>
</li>
<li>
<p><b>Look Through Masks:
Towards Masked Face
Recognition with
De-Occlusion Distillation.</b> <span class="author">Chenyu Li, Shiming Ge*, Daichi Zhang, and Jia
Li.</span> <span class="venue">In ACM International Conference on Multimedia (MM),
2020: 3016–3024.</span></p>
</li>
<li>
<p><b>Efficient
Low-Resolution Face
Recognition via Bridge Distillation.</b> <span class="author">Shiming Ge, Shengwei Zhao, Chenyu Li, Yu
Zhang, and Jia Li*.</span> <span class="venue">IEEE Transactions on Image Processing
(TIP), 2020, 29: 6898-6908.</span></p>
</li>
</ul>
</div>
<div class="col-6">
<!-- <h3>Intelligent Multimedia Security Group</h3>
<p>The <span style="color:blue;">I</span>ntelligent <span style="color:blue;">M</span>ultimedia <span
style="color:blue;">S</span>ecurity <span style="color:blue;">G</span>roup（IMSG）is affiliated to Big Data
Security Lab in the Institute of Information Engineering, Chinese Academy of Sciences. The research mainly
focuses on computer vision, data analysis, machine learning and AI security, especially effificient learning
algorithms toward scalable applications.</p> -->
<!-- <p>智能多媒体安全课题组隶属于中国科学院信息工程所大数据安全研究室。研究方向为计算机视觉、深度学习与人工智能安全，
尤其关注信息不充分条件下的机器学习问题及其现实应用。当前聚焦在低质量视觉物体理解、图像生成与伪造检测、大数据受控共享学习等方面的研究。欢迎有志于从事人工智能、深度学习和计算机视觉的学生报考博士和硕士研究生。</p> -->
<h3>News</h3>
<p><span class="label-info">2024.05</span> 论文"Masked Face Recognition with Generative-to-Discriminative Representations"被会议ICML 2024录用</p>
<p><span class="label-info">2024.04</span> 论文"DANCE: Dual-View Distribution Alignment for Dataset Condensation"被会议IJCAI 2024录用</p>
<p><span class="label-info">2024.04</span> 论文"Learning Contrast-enhanced Shape-biased Representations for Infrared Small Target Detection."被期刊IEEE TIP录用</p>
<p><span class="label-info">2024.04</span> 论文"Transferring Annotator- and Instance-dependent Transition Matrix for Learning from Crowds"被期刊IEEE TPAMI录用</p>
<p><span class="label-info">2024.03</span> 3篇论文被IJCNN 2024会议录用，分别涉及联邦学习、低分率人脸识别、视频人脸超分</p>
<p><span class="label-info">2024.01</span> 论文"Multimodal Composition Example Mining for Composed Query Image Retrieval."被期刊IEEE TIP录用</p>
<p><span class="label-info">2023.12</span> 2篇论文被AAAI 2024会议录用，分别涉及众包学习、数据集蒸馏</p>
<p><span class="label-info">2023.10</span> 论文"Learning Shape-Biased Representations for Infrared Small Target Detection"被期刊IEEE TMM录用</p>
<p><span class="label-info">2023.07</span> 2篇论文被ACM MM 2023会议录用，分别涉及联邦学习、视频动作定位</p>
<p><span class="label-info">2023.06</span> 论文"Low-Resolution Object Recognition with Cross-Resolution Relational Contrastive Distillation"被期刊IEEE TCSVT录用</p>
<p><span class="label-info">2023.04</span> 论文"Model Conversion via Differentially Private Data-Free Distillation"被IJCAI 2023会议论用</p>
<p><span class="label-info">2023.02</span> 论文"Learning Patch-Channel Correspondence for Interpretable Face Forgery Detection."被期刊IEEE TIP录用</p>
<p><span class="label-info">2022.12</span> 论文"WebUAV-3M: A Benchmark for Unveiling the Power of Million-Scale Deep UAV Tracking."被期刊IEEE TPAMI录用</p>
<p><span class="label-info">2022.11</span> 论文"Learning Privacy-Preserving Student Networks via Discriminative-Generative Distillation."被期刊IEEE TIP录用</p>
<p><span class="label-info">2022.09</span> 论文"Estimating Noise Transition Matrix with Label Correlations for Noisy Multi-Label Learning."被会议NeurIPS 2022录用</p>
<p><span class="label-info">2022.07</span> 论文"Deepfake Video Detection with Spatiotemporal Dropout Transformer."被会议ACM MM 2022录用</p>
<p><span class="label-info">2022.06</span> 论文"资源受限场景中的联邦学习技术综述."被中文核心期刊《信息安全学报》录用</p>
<p><span class="label-info">2022.05</span> 论文"Efficient Video Grounding with Which-Where Reading Comprehension."被期刊IEEE TCSVT录用</p>
<p><span class="label-info">2022.05</span> 论文"Deepfake Video Detection via Predictive Representation Learning."被期刊ACM TOMM录用</p>
<p><span class="label-info">2022.04</span> 论文"Robust Weight Perturbation for Adversarial Training."被会议IJCAI 2022录用</p>
<p><span class="label-info">2022.03</span> 论文"Selective-Supervised Contrastive Learning with Noisy Labels."被会议CVPR 2022录用</p>
<p><span class="label-info">2022.02</span> 论文"Regularized Latent Space Exploration for Discriminative Face Super-Resolution."被会议ICASSP 2022录用</p>
<p><span class="label-info">2021.12</span> 论文"Trustable Co-label Learning from Multiple Noisy Annotators."被期刊IEEE Transactions on Multimedia (TMM) 录用</p>
<p><span class="label-info">2021.09</span> 论文"Skeleton-based Action Recognition with Focusing-Diffusion Graph Convolutional Networks."被期刊IEEE Signal Processing Letters录用</p>
<p><span class="label-info">2021.06</span> 论文"Interpretable Face Manipulation Detection via Feature
Whitening"被会议ICML Workshop录用</p>
<p><span class="label-info">2021.06</span> 论文"Student Network Learning via Evolutionary Knowledge
Distillation"被期刊IEEE Transactions on Circuits and Systems for Video Technology录用</p>
<p><span class="label-info">2021.06</span> 论文"Self-guided Body Part Alignment with Relation Transformers for
Occluded Person Re-Identification"被期刊IEEE Signal Processing Letters录用</p>
<p><span class="label-info">2021.05</span> 论文"Detecting Deepfake Videos with Temporal Dropout 3DCNN"被会议IJCAI
2021录用</p>
<p><span class="label-info">2021.04</span> 论文"Interpret the Predictions of Deep Networks via Re-label
Distillation"被会议ICME 2021录用</p>
<p><span class="label-info">2020.08</span> 3篇论文被ACM MM
2020接收，分别涉及蒙面人脸识别、无人机物体跟踪和多模态人脸生成领域</p>
<p><span class="label-info">2020.07</span> 祝贺赵胜伟和张春辉两位同学顺利通过硕士论文答辩</p>
<p><span class="label-info">2020.06</span> 获得第一届国际反无人机竞赛<a href="https://anti-uav.github.io/"
target="_blank">Anti-UAV@CVPR2020</a>冠军</p>
<p><span class="label-info">2020.03</span>论文"Cascaded
Correlation Refinement for Robust Deep Tracking"被期刊IEEE
TNNLS录用
</p>
<p><span class="label-info">2020.01</span> 论文"Occluded Face Recognition in the Wild by Identity-Diversity
Inpainting"被期刊IEEE
TCSVT录用 </p>
<!-- <p><span class="label-info">2020.06</span> 赵胜伟同学获得中国科学院院长奖</p> -->
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