Xiang Chen,Jinshan Pan,Jiangxin Dong et al. Xiang Chen et al.

Recent years have witnessed significant advances in image deraining due to the progress of effective image priors and deep learning models. As each deraining approach has individual settings (e.g., training and test datasets, evaluation cri...

Tianlu Zhang,Qiang Zhang,Kurt Debattista et al. Tianlu Zhang et al.

Contemporary multi-modal trackers achieve strong performance by leveraging complex backbones and fusion strategies, but this comes at the cost of computational efficiency, limiting their deployment in resource-constrained settings. On the o...

Dong Liang,Yuanhang Gao,Ling Li et al. Dong Liang et al.

Evaluating the performance of low-light image enhancement (LLE) is highly subjective, thus making integrating human preferences into LLE a necessity. Existing methods fail to consider this and present a series of potentially valid heuristic...

Pratik Kalshetti,Parag Chaudhuri Pratik Kalshetti

We propose a method to reconstruct a personalized hand avatar, representing the user's hand shape and appearance, from a monocular RGB-D video of a hand performing unknown hand poses under unknown illumination. Our method, HandRT, jointly o...

Tao Huang,Shan You,Fei Wang et al. Tao Huang et al.

The paper introduces DIST, an innovative knowledge distillation method that excels in learning from a superior teacher model. DIST differentiates itself from conventional techniques by adeptly handling the often significant prediction discr...

Bingqian Lin,Yunshuang Nie,Ziming Wei et al. Bingqian Lin et al.

Vision-and-Language Navigation (VLN), as a crucial research problem of Embodied AI, requires an embodied agent to navigate through complex 3D environments following natural language instructions. Recent research has highlighted the promisin...

Dongdong Ren,Wenbin Li,Tianyu Ding et al. Dongdong Ren et al.

Recent advancements in model pruning have focused on developing new algorithms and improving upon benchmarks. However, the practical application of these algorithms across various models and platforms remains a significant challenge. To add...

Tianyu Luan,Yuanhao Zhai,Jingjing Meng et al. Tianyu Luan et al.

Despite the impressive performance obtained by recent single-image hand modeling techniques, they lack the capability to capture sufficient details of the 3D hand mesh. This deficiency greatly limits their applications when high-fidelity ha...

Yunhao Zou,Ying Fu,Yulun Zhang et al. Yunhao Zou et al.

Image denoising has progressed significantly due to the development of effective deep denoisers. To improve the performance in real-world scenarios, recent trends prefer to formulate superior noise models to generate realistic training data...

Tong Guo,Yi Mei,Mengjie Zhang et al. Tong Guo et al.

The Vehicle Routing Problem (VRP) is a classic optimization problem with diverse real-world applications. The neighborhood search has emerged as an effective approach, yielding high-quality solutions across different VRPs. However, most exi...