Alert button
Picture for Qing Qu

Qing Qu

Alert button

Analysis of Deep Image Prior and Exploiting Self-Guidance for Image Reconstruction

Feb 08, 2024
Shijun Liang, Evan Bell, Qing Qu, Rongrong Wang, Saiprasad Ravishankar

Viaarxiv icon

Improving Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architectures

Dec 14, 2023
Huijie Zhang, Yifu Lu, Ismail Alkhouri, Saiprasad Ravishankar, Dogyoon Song, Qing Qu

Viaarxiv icon

Efficient Compression of Overparameterized Deep Models through Low-Dimensional Learning Dynamics

Nov 08, 2023
Soo Min Kwon, Zekai Zhang, Dogyoon Song, Laura Balzano, Qing Qu

Viaarxiv icon

Understanding Deep Representation Learning via Layerwise Feature Compression and Discrimination

Nov 06, 2023
Peng Wang, Xiao Li, Can Yaras, Zhihui Zhu, Laura Balzano, Wei Hu, Qing Qu

Viaarxiv icon

Neural Collapse in Multi-label Learning with Pick-all-label Loss

Nov 01, 2023
Pengyu Li, Yutong Wang, Xiao Li, Qing Qu

Viaarxiv icon

Generalized Neural Collapse for a Large Number of Classes

Oct 15, 2023
Jiachen Jiang, Jinxin Zhou, Peng Wang, Qing Qu, Dustin Mixon, Chong You, Zhihui Zhu

Figure 1 for Generalized Neural Collapse for a Large Number of Classes
Figure 2 for Generalized Neural Collapse for a Large Number of Classes
Figure 3 for Generalized Neural Collapse for a Large Number of Classes
Figure 4 for Generalized Neural Collapse for a Large Number of Classes
Viaarxiv icon

The Emergence of Reproducibility and Consistency in Diffusion Models

Oct 08, 2023
Huijie Zhang, Jinfan Zhou, Yifu Lu, Minzhe Guo, Liyue Shen, Qing Qu

Viaarxiv icon

Investigating the Catastrophic Forgetting in Multimodal Large Language Models

Sep 26, 2023
Yuexiang Zhai, Shengbang Tong, Xiao Li, Mu Cai, Qing Qu, Yong Jae Lee, Yi Ma

Figure 1 for Investigating the Catastrophic Forgetting in Multimodal Large Language Models
Figure 2 for Investigating the Catastrophic Forgetting in Multimodal Large Language Models
Figure 3 for Investigating the Catastrophic Forgetting in Multimodal Large Language Models
Figure 4 for Investigating the Catastrophic Forgetting in Multimodal Large Language Models
Viaarxiv icon