QPT V2: Masked Image Modeling Advances Visual Scoring

1 code implementation • 23 Jul 2024 • Qizhi Xie, Kun Yuan, Yunpeng Qu, Mingda Wu, Ming Sun, Chao Zhou, Jihong Zhu

To this end, we propose Quality- and aesthetics-aware pretraining (QPT V2), the first pretraining framework based on MIM that offers a unified solution to quality and aesthetics assessment.

XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution

1 code implementation • 8 Mar 2024 • Yunpeng Qu, Kun Yuan, Kai Zhao, Qizhi Xie, Jinhua Hao, Ming Sun, Chao Zhou

Diffusion-based methods, endowed with a formidable generative prior, have received increasing attention in Image Super-Resolution (ISR) recently.

Image Super-Resolution

KVQ: Kwai Video Quality Assessment for Short-form Videos

1 code implementation • CVPR 2024 • Yiting Lu, Xin Li, Yajing Pei, Kun Yuan, Qizhi Xie, Yunpeng Qu, Ming Sun, Chao Zhou, Zhibo Chen

Short-form UGC video platforms, like Kwai and TikTok, have been an emerging and irreplaceable mainstream media form, thriving on user-friendly engagement, and kaleidoscope creation, etc.

Video Quality Assessment Visual Question Answering (VQA)

Enhancing Automatic Modulation Recognition through Robust Global Feature Extraction

no code implementations • 2 Jan 2024 • Yunpeng Qu, Zhilin Lu, Rui Zeng, Jintao Wang, Jian Wang

Modulated signals exhibit long temporal dependencies, and extracting global features is crucial in identifying modulation schemes.

Automatic Modulation Recognition Data Augmentation