281 citations · 2k across the 103 of their papers we have counts for
11 papers · 1 filter
Visual Social Relationship Recognition
Junnan Li, Yongkang Wong, Qi Zhao +1
Social relationships form the basis of social structure of humans. Developing computational models to understand social relationships from visual data is essential for building int…
Learning to Learn from Noisy Labeled Data
Junnan Li, Yongkang Wong, Qi Zhao +1
Despite the success of deep neural networks (DNNs) in image classification tasks, the human-level performance relies on massive training data with high-quality manual annotations,…
Attentive Long Short-Term Preference Modeling for Personalized Product Search
Yangyang Guo, Zhiyong Cheng, Liqiang Nie +3
E-commerce users may expect different products even for the same query, due to their diverse personal preferences. It is well-known that there are two types of preferences: long-te…
MMALFM: Explainable Recommendation by Leveraging Reviews and Images
Zhiyong Cheng, Xiaojun Chang, Lei Zhu +2
Although the latent factor model achieves good accuracy in rating prediction, it suffers from many problems including cold-start, non-transparency, and suboptimal results for indiv…
Unsupervised Online Video Object Segmentation with Motion Property Understanding
Tao Zhuo, Zhiyong Cheng, Peng Zhang +2
Unsupervised video object segmentation aims to automatically segment moving objects over an unconstrained video without any user annotation. So far, only few unsupervised online me…
Unsupervised Learning of View-invariant Action Representations
Junnan Li, Yongkang Wong, Qi Zhao +1
The recent success in human action recognition with deep learning methods mostly adopt the supervised learning paradigm, which requires significant amount of manually labeled data…
EEG-based Evaluation of Cognitive Workload Induced by Acoustic Parameters for Data Sonification
Maneesh Bilalpur, Mohan Kankanhalli, Stefan Winkler +1
Data Visualization has been receiving growing attention recently, with ubiquitous smart devices designed to render information in a variety of ways. However, while evaluations of v…
Looking Beyond a Clever Narrative: Visual Context and Attention are Primary Drivers of Affect in Video Advertisements
Abhinav Shukla, Harish Katti, Mohan Kankanhalli +1
Emotion evoked by an advertisement plays a key role in influencing brand recall and eventual consumer choices. Automatic ad affect recognition has several useful applications. Howe…
Interact as You Intend: Intention-Driven Human-Object Interaction Detection
Bingjie Xu, Junnan Li, Yongkang Wong +2
The recent advances in instance-level detection tasks lay strong foundation for genuine comprehension of the visual scenes. However, the ability to fully comprehend a social scene…
Video Storytelling: Textual Summaries for Events
Junnan Li, Yongkang Wong, Qi Zhao +1
Bridging vision and natural language is a longstanding goal in computer vision and multimedia research. While earlier works focus on generating a single-sentence description for vi…
Aspect-Aware Latent Factor Model: Rating Prediction with Ratings and Reviews
Zhiyong Cheng, Ying Ding, Lei Zhu +1
Although latent factor models (e.g., matrix factorization) achieve good accuracy in rating prediction, they suffer from several problems including cold-start, non-transparency, and…