Deepfake Generation and Detection: A Benchmark and Survey by Pei, Gan, Zhang, Jiangning, Hu, Menghan, Zhang, Zhenyu, Wang, Chengjie, Wu, Yunsheng, Zhai, Guangtao, Yang, Jian, Tao, Dacheng

4D Gaussian Videos with Motion Layering by Dai, Pinxuan, Zhang, Peiquan, Dong, Zheng, Xu, Ke, Peng, Yifan, Ding, Dandan, Shen, Yujun, Yang, Yin, Liu, Xinguo, Lau, Rynson W. H., Xu, Weiwei

Transition-aware Path and Direction Variation Modeling for Gaze Target Detection in Video by Yang, Xingming, Jin, Jing, Wu, Kewei, Xie, Zhao, Zhu, Chongjia, Guo, Dan

SITFFormer: A Blind Super-Resolution Framework Preserving Structural Integrity and Texture Fidelity by Hsu, Wei-Yen, Chang, Hsin-Yun, Chen, Chung-Yu

PE-CLIP: A Parameter-Efficient Fine-Tuning of Vision Language Models for Dynamic Facial Expression Recognition by Saadi, Ibtissam, Hadid, Abdenour, Cunningham, Douglas W., Taleb-Ahmed, Abdelmalik, El hillali, Yassin

Dual Sparse Long-Short Term Transformer for Video Shadow Detection by Han, Shuo, Yao, Rui, Hao, Huili, Feng, Qian, Zhu, Hancheng, Zhao, Jiaqi, Zhou, Yong

CP-Diffusion: Conditional Prompt-Based Diffusion Models for Video Generation by Saeed, Muhammad, Khan, Mustaqeem, Saad, Muhammad, Rahim, Nasir, Gueaieb, Wail, El Saddik, Abdulmotaleb

Digital Twin for Digital Health: Body Joint Modeling and 3D Pose Reconstruction by Chen, Huan, Qian, Xiaoye, Cai, Yi, Lu, Tianyu, Xu, Xiaowei, Lin, Feng, Yeh, Shih-Ching, Huang, Ming-Chun

Tuning-Free Long Video Generation via Global-Local Collaborative Diffusion by Ma, Yongjia, Chen, Junlin, Di, Donglin, Xie, Qi, Fan, Lei, Chen, Wei, Zhao, Na, Yang, Xun

Arabic Manuscripts Alignment, Segmentation, Recognition, and Classification by Al-Barhamtoshy, Hassanin M., Abdou, Sherif M.

Adaptive partitioning of urban facades by Shen, Chao-Hui, Huang, Shi-Sheng, Fu, Hongbo, Hu, Shi-Min

Video tooning by Wang, Jue, Xu, Yingqing, Shum, Heung-Yeung, Cohen, Michael F.

CamWave-Emo: Advanced Contactless Emotion Detection from Facial Expression Analysis Using Camera Labeling and mm-wave Sensing by Imran, Naveed, Zhang, Jian, Ali, Jehad, Hameed, Sana, Alenazi, Mohammed J.F., Song, Houbing

Mutual Information-Guided Style Augmentation for Single Domain Generalization by Yang, Shuai, Zhang, Zhen, Yu, Kui, Gu, Lichuan, Wu, Xindong

Editorial: New Year, New Paper Tracks by Donaldson, Alastair F.

Poisson matting by Sun, Jian, Jia, Jiaya, Tang, Chi-Keung, Shum, Heung-Yeung

Multiple 3D Object tracking for augmented reality by Park, Youngmin, Lepetit, Vincent, Woontack Woo

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SFP-TFF: A Spatial-Frequency-Phase Tensor Fusion Framework for Semi-Supervised Medical Image Segmentation by Yuan, Songhe, Yang, Laurence T., Liu, Debin, Gao, Yucheng

Eye Tracking for Infant Populations: A Comparison of Methods and Best Practices: Eye Tracking for Infant Populations by Aukerman, Julia F., Newland, Jamie, Scott, Lisa S.

Multimodal Large Language Model for Virtual Object Grounding by Xia, Ziheng, Li, Chao, Ding, Ding, Wang, Ye, Chen, Hao