90 citations · 326 across the 21 of their papers we have counts for
8 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,…
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…
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…
Egocentric Spatial Memory
Mengmi Zhang, Keng Teck Ma, Shih-Cheng Yen +3
Egocentric spatial memory (ESM) defines a memory system with encoding, storing, recognizing and recalling the spatial information about the environment from an egocentric perspecti…
Finding any Waldo: zero-shot invariant and efficient visual search
Mengmi Zhang, Jiashi Feng, Keng Teck Ma +3
Searching for a target object in a cluttered scene constitutes a fundamental challenge in daily vision. Visual search must be selective enough to discriminate the target from distr…
What am I Searching for: Zero-shot Target Identity Inference in Visual Search
Mengmi Zhang, Gabriel Kreiman
Can we infer intentions from a person's actions? As an example problem, here we consider how to decipher what a person is searching for by decoding their eye movement behavior. We…
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…