5.3k citations · 5.8k across the 7 of their papers we have counts for
8 papers
FarSee-Net: Real-Time Semantic Segmentation by Efficient Multi-scale Context Aggregation and Feature Space Super-resolution
Zhanpeng Zhang, Kaipeng Zhang
Real-time semantic segmentation is desirable in many robotic applications with limited computation resources. One challenge of semantic segmentation is to deal with the object scal…
Multi-modality Latent Interaction Network for Visual Question Answering
Peng Gao, Haoxuan You, Zhanpeng Zhang +2
Exploiting relationships between visual regions and question words have achieved great success in learning multi-modality features for Visual Question Answering (VQA). However, we…
MetaGrasp: Data Efficient Grasping by Affordance Interpreter Network
Junhao Cai, Hui Cheng, Zhanpeng Zhang +1
Data-driven approach for grasping shows significant advance recently. But these approaches usually require much training data. To increase the efficiency of grasping data collectio…
Super-Identity Convolutional Neural Network for Face Hallucination
Kaipeng Zhang, Zhanpeng Zhang, Chia-Wen Cheng +4
Face hallucination is a generative task to super-resolve the facial image with low resolution while human perception of face heavily relies on identity information. However, previo…
From Facial Expression Recognition to Interpersonal Relation Prediction
Zhanpeng Zhang, Ping Luo, Chen Change Loy +1
Interpersonal relation defines the association, e.g., warm, friendliness, and dominance, between two or more people. Motivated by psychological studies, we investigate if such fine…
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks
Kaipeng Zhang, Zhanpeng Zhang, Zhifeng Li +1
Face detection and alignment in unconstrained environment are challenging due to various poses, illuminations and occlusions. Recent studies show that deep learning approaches can…
Learning Social Relation Traits from Face Images
Zhanpeng Zhang, Ping Luo, Chen Change Loy +1
Social relation defines the association, e.g, warm, friendliness, and dominance, between two or more people. Motivated by psychological studies, we investigate if such fine-grained…
Learning Deep Representation for Face Alignment with Auxiliary Attributes
Zhanpeng Zhang, Ping Luo, Chen Change Loy +1
In this study, we show that landmark detection or face alignment task is not a single and independent problem. Instead, its robustness can be greatly improved with auxiliary inform…