Publications

2021

Interaction Relational Network for Mutual Action Recognition
Mauricio Lisboa Perez (GIS) Transactions on Multimedia

Device-free single-user activity recognition using diversified deep ensemble learning
Cui Wei (I2R) Applied Soft Computing

Multi-scale single image dehazing using Laplacian and Gaussian Pyramid
Li Zhengguo (I2R) IEEE Transactions on Image Processing

DMRST: A Joint Framework for Document-Level Multilingual RST Discourse Segmentation and Parsing
Liu Zhengyuan (I2R) EMNLP

CAM-Guided Multi-Path Decoding U-Net with Triplet Feature Regularization for Defect Detection and Segmentation
Lin Dongyun (I2R) Knowledge-based Systems

BS-McL: Bilevel Segmentation Framework With Metacognitive Learning for Detection of the Power Lines in UAV Imagery
Senthilnath Jayavelu (I2R) IEEE Transactions on Geoscience and Remote Sensing

The role of global labels in few-shot classification and how to infer them
Wang Ruohan (I2R) NeurIPS

Knowledge-aware deep framework for collaborative skin lesion segmentation and melanoma recognition
Wang Xiaohong (I2R) Pattern Recognition

A3-FKG: Attentive Attribute-Aware Fashion Knowledge Graph for Outfit Preference Prediction
Zhang Huijing (I2R) IEEE Transactions on Multimedia 

Efficient Spiking Neural Networks with Radix Encoding
Wang Zhehui (IHPC) IEEE TNNLS

EDCompress: Energy-Aware Model Compression for Dataflows
Wang Zhehui (IHPC) IEEE TNNLS

Optimizing for In-memory Deep Learning with Emerging Memory Technology
Wang Zhehui (IHPC) IEEE TPAMI

Learning Clustering for Motion Segmentation
Xu Xun (I2R) IEEE TCSVT

3D AffordanceNet: A Benchmark for Visual Object Affordance Understanding
Xu Xun (I2R) CVPR

When Pigs Fly: Contextual Reasoning in Synthetic and Natural Scenes
Zhang Mengmi (I2R) ICCV

Optical Mode Solving using Scalable Deep Deconvolutional Neural Network
Alagappan Gandhi (IHPC) Neural Networks

Anticipating human actions by correlating past with the future with jaccard similarity measures
Basura Fernando (IHPC) CVPR

Knowledge-embedded Machine Learning and its Applications in Smart Manufacturing
Farzam Farbiz (IHPC) Journal of Intelligent Manufacturing

Medical Image Segmentation using Squeeze-and-Expansion Transformers
Li Shaohua (IHPC) IJCAI

Few-Shot Domain Adaptation with Polymorphic Transformers
Li Shaohua (IHPC) MICCAI

Unsupervised visual representation learning via dual-level progressive similar instance selection
Liu Ping (IHPC) IEEE Transactions on Cybernetics 

Point Adversarial Self Mining: A Simple Method for Facial Expression Recognition
Liu Ping (IHPC) IEEE Transactions on Cybernetics 

Attention Uncovers Task-Relevant Semantics in Emotional Narrative Understanding
Nguyen Thanh Son (IHPC) Knowledge Based Systems

Exploring the contextual factors affecting multimodal emotion recognition in videos
Prasanta Bhattacharya (IHPC) IEEE Transactions on Affective Computing

WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification
Wang Yan (IHPC) IEEE Transactions on Medical Imaging

Crowd Counting With Partial Annotations in an Image
Xu Yanyu (IHPC) ICCV

Spherical DNNs and Their Applications in 360 Images and Videos
Xu Yanyu (IHPC) IEEE Transactions on Pattern Analysis

Meta-learning for Compressed Language Model: A Multiple Choice Question Answering Study
Yan Ming (IHPC) Neurocomputing

Distributed Optimization for Degenerate Loss Function Arising From Over-Parameterization
Zhang Chi (IHPC) Artificial Intelligence

Parallel Attention Network with Sequence Matching for Video Grounding
Zhang Hao (IHPC) ACL

2022

Skeleton-based Relational Reasoning for Group Activity Analysis

Mauricio Lisboa Perez (GIS) Pattern Recognition