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Oral
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Wed 6:20
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Towards Understanding Ensemble, Knowledge Distillation and Self-Distillation in Deep Learning
Zeyuan Allen-Zhu · Yuanzhi Li
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Poster
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Towards Understanding Ensemble, Knowledge Distillation and Self-Distillation in Deep Learning
Zeyuan Allen-Zhu · Yuanzhi Li
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Poster
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IDEAL: Query-Efficient Data-Free Learning from Black-Box Models
Jie Zhang · Chen Chen · Lingjuan Lyu
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Poster
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Wed 2:30
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NORM: Knowledge Distillation via N-to-One Representation Matching
Xiaolong Liu · Lujun Li · Chao Li · Anbang Yao
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Poster
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Learning MLPs on Graphs: A Unified View of Effectiveness, Robustness, and Efficiency
Yijun Tian · Chuxu Zhang · Zhichun Guo · Xiangliang Zhang · Nitesh Chawla
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Poster
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Mon 2:30
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3D Segmenter: 3D Transformer based Semantic Segmentation via 2D Panoramic Distillation
ZHENNAN WU · YANG LI · Yifei Huang · Lin Gu · Tatsuya Harada · Hiroyuki Sato
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Poster
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Mon 7:30
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Scaffolding a Student to Instill Knowledge
Anil Kag · Durmus Alp Emre Acar · Aditya Gangrade · Venkatesh Saligrama
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Poster
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Pseudo-label Training and Model Inertia in Neural Machine Translation
Benjamin Hsu · Anna Currey · Xing Niu · Maria Nadejde · georgiana dinu
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Poster
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Knowledge Distillation based Degradation Estimation for Blind Super-Resolution
Bin Xia · Yulun Zhang · Yitong Wang · Yapeng Tian · Wenming Yang · Radu Timofte · Luc Van Gool
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Poster
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Better Teacher Better Student: Dynamic Prior Knowledge for Knowledge Distillation
Martin Zong · Zengyu Qiu · Xinzhu Ma · Kunlin Yang · Chunya Liu · Jun Hou · Shuai Yi · Wanli Ouyang
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Workshop
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Robust Neural Architecture Search by Cross-Layer Knowledge Distillation
Utkarsh Nath · Yancheng Wang · Yingzhen Yang
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Oral
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Wed 6:20
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The Modality Focusing Hypothesis: Towards Understanding Crossmodal Knowledge Distillation
Zihui Xue · Zhengqi Gao · Sucheng Ren · Hang Zhao
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