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Mohan Kankanhalli

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Prior-Free Continual Learning with Unlabeled Data in the Wild

Oct 16, 2023
Tao Zhuo, Zhiyong Cheng, Hehe Fan, Mohan Kankanhalli

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PELA: Learning Parameter-Efficient Models with Low-Rank Approximation

Oct 16, 2023
Yangyang Guo, Guangzhi Wang, Mohan Kankanhalli

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AutoLoRa: A Parameter-Free Automated Robust Fine-Tuning Framework

Oct 03, 2023
Xilie Xu, Jingfeng Zhang, Mohan Kankanhalli

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ELIP: Efficient Language-Image Pre-training with Fewer Vision Tokens

Sep 28, 2023
Yangyang Guo, Haoyu Zhang, Liqiang Nie, Yongkang Wong, Mohan Kankanhalli

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Distill to Delete: Unlearning in Graph Networks with Knowledge Distillation

Sep 28, 2023
Yash Sinha, Murari Mandal, Mohan Kankanhalli

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Semantic-Guided Feature Distillation for Multimodal Recommendation

Aug 06, 2023
Fan Liu, Huilin Chen, Zhiyong Cheng, Liqiang Nie, Mohan Kankanhalli

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DPMix: Mixture of Depth and Point Cloud Video Experts for 4D Action Segmentation

Jul 31, 2023
Yue Zhang, Hehe Fan, Yi Yang, Mohan Kankanhalli

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Towards Generalizable Deepfake Detection by Primary Region Regularization

Jul 28, 2023
Harry Cheng, Yangyang Guo, Tianyi Wang, Liqiang Nie, Mohan Kankanhalli

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Sample Less, Learn More: Efficient Action Recognition via Frame Feature Restoration

Jul 27, 2023
Harry Cheng, Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Mohan Kankanhalli

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Keyword-Aware Relative Spatio-Temporal Graph Networks for Video Question Answering

Jul 25, 2023
Yi Cheng, Hehe Fan, Dongyun Lin, Ying Sun, Mohan Kankanhalli, Joo-Hwee Lim

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