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20182026
most citedPVT v2: Improved Baselines with Pyramid Vision Transformer

2.4k citations

Showing 2022 · cs.CVShow all

11 papers · 2 filters

cs.CV2022★ 19 cited

OBMO: One Bounding Box Multiple Objects for Monocular 3D Object Detection

Chenxi Huang, Tong He, Haidong Ren +3

Compared to typical multi-sensor systems, monocular 3D object detection has attracted much attention due to its simple configuration. However, there is still a significant gap betw…

cs.CV2022★ 28 cited

Slow Motion Matters: A Slow Motion Enhanced Network for Weakly Supervised Temporal Action Localization

Weiqi Sun, Rui Su, Qian Yu +1

Weakly supervised temporal action localization (WTAL) aims to localize actions in untrimmed videos with only weak supervision information (e.g. video-level labels). Most existing m…

cs.CV2022★ 15 cited

CGOF++: Controllable 3D Face Synthesis with Conditional Generative Occupancy Fields

Keqiang Sun, Shangzhe Wu, Ning Zhang +3

Capitalizing on the recent advances in image generation models, existing controllable face image synthesis methods are able to generate high-fidelity images with some levels of con…

cs.CV2022★ 7 cited

Label-Efficient Object Detection via Region Proposal Network Pre-Training

Nanqing Dong, Linus Ericsson, Yongxin Yang +2

Self-supervised pre-training, based on the pretext task of instance discrimination, has fueled the recent advance in label-efficient object detection. However, existing studies foc…

cs.CV2022★ 2 cited

Demystify Transformers & Convolutions in Modern Image Deep Networks

Xiaowei Hu, Min Shi, Weiyun Wang +9

Vision transformers have gained popularity recently, leading to the development of new vision backbones with improved features and consistent performance gains. However, these adva…

cs.CV2022★ 13 cited

Enhancing Generalizable 6D Pose Tracking of an In-Hand Object with Tactile Sensing

Yun Liu, Xiaomeng Xu, Weihang Chen +5

When manipulating an object to accomplish complex tasks, humans rely on both vision and touch to keep track of the object's 6D pose. However, most existing object pose tracking sys…