571 citations · 1.9k across the 53 of their papers we have counts for
8 papers · 2 filters
FcaNet: Frequency Channel Attention Networks
Zequn Qin, Pengyi Zhang, Fei Wu +1
Attention mechanism, especially channel attention, has gained great success in the computer vision field. Many works focus on how to design efficient channel attention mechanisms w…
Poet: Product-oriented Video Captioner for E-commerce
Shengyu Zhang, Ziqi Tan, Jin Yu +6
In e-commerce, a growing number of user-generated videos are used for product promotion. How to generate video descriptions that narrate the user-preferred product characteristics…
TextRay: Contour-based Geometric Modeling for Arbitrary-shaped Scene Text Detection
Fangfang Wang, Yifeng Chen, Fei Wu +1
Arbitrary-shaped text detection is a challenging task due to the complex geometric layouts of texts such as large aspect ratios, various scales, random rotations and curve shapes.…
Comprehensive Information Integration Modeling Framework for Video Titling
Shengyu Zhang, Ziqi Tan, Jin Yu +6
In e-commerce, consumer-generated videos, which in general deliver consumers' individual preferences for the different aspects of certain products, are massive in volume. To recomm…
ResKD: Residual-Guided Knowledge Distillation
Xuewei Li, Songyuan Li, Bourahla Omar +2
Knowledge distillation, aimed at transferring the knowledge from a heavy teacher network to a lightweight student network, has emerged as a promising technique for compressing neur…
Progressive Multi-Stage Learning for Discriminative Tracking
Weichao Li, Xi Li, Omar Elfarouk Bourahla +5
Visual tracking is typically solved as a discriminative learning problem that usually requires high-quality samples for online model adaptation. It is a critical and challenging pr…