activity
20172024
most citedMulti-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection

99 citations · 556 across the 39 of their papers we have counts for

collaborators
Showing 2019Show all

8 papers · 1 filter

cs.CV2019★ 28 cited

Morphing and Sampling Network for Dense Point Cloud Completion

Minghua Liu, Lu Sheng, Sheng Yang +2

3D point cloud completion, the task of inferring the complete geometric shape from a partial point cloud, has been attracting attention in the community. For acquiring high-fidelit…

cs.CV2019★ 14 cited

Improving Pedestrian Attribute Recognition With Weakly-Supervised Multi-Scale Attribute-Specific Localization

Chufeng Tang, Lu Sheng, Zhaoxiang Zhang +1

Pedestrian attribute recognition has been an emerging research topic in the area of video surveillance. To predict the existence of a particular attribute, it is demanded to locali…

cs.CV2019★ 31 cited

CAMP: Cross-Modal Adaptive Message Passing for Text-Image Retrieval

Zihao Wang, Xihui Liu, Hongsheng Li +4

Text-image cross-modal retrieval is a challenging task in the field of language and vision. Most previous approaches independently embed images and sentences into a joint embedding…

cs.CV2019

Visibility Constrained Generative Model for Depth-based 3D Facial Pose Tracking

Lu Sheng, Jianfei Cai, Tat-Jen Cham +2

In this paper, we propose a generative framework that unifies depth-based 3D facial pose tracking and face model adaptation on-the-fly, in the unconstrained scenarios with heavy oc…

cs.CV2019★ 12 cited

Semantics Disentangling for Text-to-Image Generation

Guojun Yin, Bin Liu, Lu Sheng +3

Synthesizing photo-realistic images from text descriptions is a challenging problem. Previous studies have shown remarkable progresses on visual quality of the generated images. In…

cs.CV2019★ 6 cited

Context and Attribute Grounded Dense Captioning

Guojun Yin, Lu Sheng, Bin Liu +3

Dense captioning aims at simultaneously localizing semantic regions and describing these regions-of-interest (ROIs) with short phrases or sentences in natural language. Previous st…