Yongkang Wong | DeepAI

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∙ 09/06/2023

MCM: Multi-condition Motion Synthesis Framework for Multi-scenario

The objective of the multi-condition human motion synthesis task is to i...

0 Zeyu Ling, et al. ∙

∙ 07/13/2023

A Study on Differentiable Logic and LLMs for EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2023

In this technical report, we present our findings from a study conducted...

0 Yi Cheng, et al. ∙

∙ 07/06/2022

Chairs Can be Stood on: Overcoming Object Bias in Human-Object Interaction Detection

Detecting Human-Object Interaction (HOI) in images is an important step ...

0 Guangzhi Wang, et al. ∙

∙ 07/05/2022

Distance Matters in Human-Object Interaction Detection

Human-Object Interaction (HOI) detection has received considerable atten...

0 Guangzhi Wang, et al. ∙

∙ 06/30/2022

A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA

Knowledge-based Visual Question Answering (VQA) expects models to rely o...

0 Yangyang Guo, et al. ∙

∙ 01/23/2022

Learning to Predict Gradients for Semi-Supervised Continual Learning

A key challenge for machine intelligence is to learn new visual concepts...

39 Yan Luo, et al. ∙

∙ 01/23/2022

Learning to Minimize the Remainder in Supervised Learning

The learning process of deep learning methods usually updates the model'...

0 Yan Luo, et al. ∙

∙ 10/01/2021

Unsupervised Motion Representation Learning with Capsule Autoencoders

We propose the Motion Capsule Autoencoder (MCAE), which addresses a key ...

0 Ziwei Xu, et al. ∙

∙ 09/30/2021

Learning to Predict Trustworthiness with Steep Slope Loss

Understanding the trustworthiness of a prediction yielded by a classifie...

0 Yan Luo, et al. ∙

∙ 09/01/2021

Fair Representation: Guaranteeing Approximate Multiple Group Fairness for Unknown Tasks

Motivated by scenarios where data is used for diverse prediction tasks, ...

0 Xudong Shen, et al. ∙

∙ 08/10/2021

Relation-aware Compositional Zero-shot Learning for Attribute-Object Pair Recognition

This paper proposes a novel model for recognizing images with composite ...

5 Ziwei Xu, et al. ∙

∙ 07/09/2020

n-Reference Transfer Learning for Saliency Prediction

Benefiting from deep learning research and large-scale datasets, salienc...

0 Yan Luo, et al. ∙

∙ 02/09/2020

Weakly-Supervised Multi-Person Action Recognition in 360^∘ Videos

The recent development of commodity 360^∘ cameras have enabled a single ...

0 Junnan Li, et al. ∙

∙ 02/09/2020

GradMix: Multi-source Transfer across Domains and Tasks

The computer vision community is witnessing an unprecedented rate of new...

0 Junnan Li, et al. ∙

∙ 12/17/2019

Direction Concentration Learning: Enhancing Congruency in Machine Learning

One of the well-known challenges in computer vision tasks is the visual ...

33 Yan Luo, et al. ∙

∙ 08/28/2019

Explainable Video Action Reasoning via Prior Knowledge and State Transitions

Human action analysis and understanding in videos is an important and ch...

19 Tao Zhuo, et al. ∙

∙ 04/08/2019

G-softmax: Improving Intra-class Compactness and Inter-class Separability of Features

Intra-class compactness and inter-class separability are crucial indicat...

0 Yan Luo, et al. ∙

∙ 12/13/2018

Visual Social Relationship Recognition

Social relationships form the basis of social structure of humans. Devel...

0 Junnan Li, et al. ∙

∙ 12/13/2018

Learning to Learn from Noisy Labeled Data

Despite the success of deep neural networks (DNNs) in image classificati...

46 Junnan Li, et al. ∙

∙ 10/09/2018

Unsupervised Online Video Object Segmentation with Motion Property Understanding

Unsupervised online video object segmentation (VOS) aims to automaticall...

2 Tao Zhuo, et al. ∙

∙ 09/06/2018

Unsupervised Learning of View-invariant Action Representations

The recent success in human action recognition with deep learning method...

0 Junnan Li, et al. ∙

∙ 08/29/2018

Interact as You Intend: Intention-Driven Human-Object Interaction Detection

The recent advances in instance-level detection tasks lay strong foundat...

0 Bingjie Xu, et al. ∙

∙ 07/25/2018

Video Storytelling

Bridging vision and natural language is a longstanding goal in computer ...

2 Junnan Li, et al. ∙

∙ 08/03/2017

Attention Transfer from Web Images for Video Recognition

Training deep learning based video classifiers for action recognition re...

0 Junnan Li, et al. ∙

∙ 08/02/2017

Dual-Glance Model for Deciphering Social Relationships

Since the beginning of early civilizations, social relationships derived...

0 Junnan Li, et al. ∙

∙ 04/08/2013

Dynamic Amelioration of Resolution Mismatches for Local Feature Based Identity Inference

While existing face recognition systems based on local features are robu...

0 Yongkang Wong, et al. ∙

∙ 04/04/2013

Classification of Human Epithelial Type 2 Cell Indirect Immunofluoresence Images via Codebook Based Descriptors

The Anti-Nuclear Antibody (ANA) clinical pathology test is commonly used...

0 Arnold Wiliem, et al. ∙

∙ 04/03/2013

Patch-based Probabilistic Image Quality Assessment for Face Selection and Improved Video-based Face Recognition

In video based face recognition, face images are typically captured over...

0 Yongkang Wong, et al. ∙

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