43 citations · 78 across the 11 of their papers we have counts for
11 papers
AFPN: Asymptotic Feature Pyramid Network for Object Detection
Guoyu Yang, Jie Lei, Zhikuan Zhu +3
Multi-scale features are of great importance in encoding objects with scale variance in object detection tasks. A common strategy for multi-scale feature extraction is adopting the…
ViT-Calibrator: Decision Stream Calibration for Vision Transformer
Lin Chen, Zhijie Jia, Tian Qiu +4
A surge of interest has emerged in utilizing Transformers in diverse vision tasks owing to its formidable performance. However, existing approaches primarily focus on optimizing in…
Propheter: Prophetic Teacher Guided Long-Tailed Distribution Learning
Wenxiang Xu, Yongcheng Jing, Linyun Zhou +4
The problem of deep long-tailed learning, a prevalent challenge in the realm of generic visual recognition, persists in a multitude of real-world applications. To tackle the heavil…
Mid-level Representation Enhancement and Graph Embedded Uncertainty Suppressing for Facial Expression Recognition
Jie Lei, Zhao Liu, Zeyu Zou +5
Facial expression is an essential factor in conveying human emotional states and intentions. Although remarkable advancement has been made in facial expression recognition (FER) ta…
Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks
Jiacong Hu, Jing Gao, Jingwen Ye +4
With the rapid development of deep learning, the increasing complexity and scale of parameters make training a new model increasingly resource-intensive. In this paper, we start fr…
Boundary Knowledge Translation based Reference Semantic Segmentation
Lechao Cheng, Zunlei Feng, Xinchao Wang +3
Given a reference object of an unknown type in an image, human observers can effortlessly find the objects of the same category in another image and precisely tell their visual bou…
Edge-competing Pathological Liver Vessel Segmentation with Limited Labels
Zunlei Feng, Zhonghua Wang, Xinchao Wang +5
The microvascular invasion (MVI) is a major prognostic factor in hepatocellular carcinoma, which is one of the malignant tumors with the highest mortality rate. The diagnosis of MV…
MTVR: Multilingual Moment Retrieval in Videos
Jie Lei, Tamara L. Berg, Mohit Bansal
We introduce mTVR, a large-scale multilingual video moment retrieval dataset, containing 218K English and Chinese queries from 21.8K TV show video clips. The dataset is collected b…
QVHighlights: Detecting Moments and Highlights in Videos via Natural Language Queries
Jie Lei, Tamara L. Berg, Mohit Bansal
Detecting customized moments and highlights from videos given natural language (NL) user queries is an important but under-studied topic. One of the challenges in pursuing this dir…
Selective Zero-Shot Classification with Augmented Attributes
Jie Song, Chengchao Shen, Jie Lei +4
In this paper, we introduce a selective zero-shot classification problem: how can the classifier avoid making dubious predictions? Existing attribute-based zero-shot classification…
TripletGAN: Training Generative Model with Triplet Loss
Gongze Cao, Yezhou Yang, Jie Lei +3
As an effective way of metric learning, triplet loss has been widely used in many deep learning tasks, including face recognition and person-ReID, leading to many states of the art…