Xiang Xiang

Orcid: 0000-0003-0606-6193

Affiliations:
  • Huazhong University of Science and Technology, School of Artificial Intelligence and Automation, Wuhan, China
  • Johns Hopkins University, Department of Computer Science, Baltimore, MD, USA (former, PhD 2018)


According to our database1, Xiang Xiang authored at least 48 papers between 2008 and 2024.

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Bibliography

2024
Curricular-balanced long-tailed learning.
Neurocomputing, February, 2024

Facial Action Unit Detection by Adaptively Constraining Self-Attention and Causally Deconfounding Sample.
CoRR, 2024

AI WALKUP: A Computer-Vision Approach to Quantifying MDS-UPDRS in Parkinson's Disease.
CoRR, 2024

Enhancing the General Agent Capabilities of Low-Parameter LLMs through Tuning and Multi-Branch Reasoning.
CoRR, 2024

Cross-Domain Few-Shot Incremental Learning for Point-Cloud Recognition.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Expanding Hyperspherical Space for Few-Shot Class-Incremental Learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Stay Open: Calibrating Weights Continuously for Detecting Out-of-Distribution Objects on the Fly.
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

Enhancing the General Agent Capabilities of Low-Paramter LLMs through Tuning and Multi-Branch Reasoning.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformer.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Aligning Logits Generatively for Principled Black-Box Knowledge Distillation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Hierarchical Task-Incremental Learning with Feature-Space Initialization Inspired by Neural Collapse.
Neural Process. Lett., December, 2023

Boundary-Constrained Graph Network for Tooth Segmentation on 3D Dental Surfaces.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

Coupling Bracket Segmentation and Tooth Surface Reconstruction on 3D Dental Models.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Saliency Regularization for Self-Training with Partial Annotations.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Decoupling MaxLogit for Out-of-Distribution Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Replaying Styles for Continual Semantic Segmentation Across Domains.
Proceedings of the Pattern Recognition - 7th Asian Conference, 2023

2022
Imbalanced regression for intensity series of pain expression from videos by regularizing spatio-temporal face nets.
Pattern Recognit. Lett., 2022

Weakly Supervised Object Detection Based on Active Learning.
Neural Process. Lett., 2022

A Pilot Study of Relating MYCN-Gene Amplification with Neuroblastoma-Patient CT Scans.
CoRR, 2022

Lightweight Human Pose Estimation Using Heatmap-Weighting Loss.
CoRR, 2022

Mapping Emulation for Knowledge Distillation.
CoRR, 2022

Long-Tailed Classification with Gradual Balanced Loss and Adaptive Feature Generation.
CoRR, 2022

Introduction to The Dynamic Pickup and Delivery Problem Benchmark - ICAPS 2021 Competition.
CoRR, 2022

Learning-Based Detection of MYCN Amplification in Clinical Neuroblastoma Patients: A Pilot Study.
Proceedings of the Multiscale Multimodal Medical Imaging - Third International Workshop, 2022

Lightweight Human Pose Estimation Using Loss Weighted by Target Heatmap.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Coarse-To-Fine Incremental Few-Shot Learning.
Proceedings of the Computer Vision - ECCV 2022, 2022

Bootstrapping Autonomous Lane Changes with Self-supervised Augmented Runs.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Hierarchical Memory Learning for Fine-Grained Scene Graph Generation.
Proceedings of the Computer Vision - ECCV 2022, 2022

2021
Coarse-To-Fine Incremental Few-Shot Learning.
CoRR, 2021

Entropy-based Optimization via A* Algorithm for Parking Space Recommendation.
CoRR, 2021

2020
Long-Short Graph Memory Network for Skeleton-based Action Recognition.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

2019
Beyond Deep Feature Averaging: Sampling Videos Towards Practical Facial Pain Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Linear Disentangled Representation Learning for Facial Actions.
IEEE Trans. Circuits Syst. Video Technol., 2018

Adversarial deep structured nets for mass segmentation from mammograms.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

S3D: Stacking Segmental P3D for Action Quality Assessment.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
Transferring Face Verification Nets To Pain and Expression Regression.
CoRR, 2017

NormFace: L<sub>2</sub> Hypersphere Embedding for Face Verification.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Supervised hashing with jointly learning embedding and quantization.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Regularizing face verification nets for pain intensity regression.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Sparse Unsupervised Clustering with Mixture Observations for Video Summarization.
Proceedings of the 2017 IEEE Applied Imagery Pattern Recognition Workshop, 2017

2016
Pose-Selective Max Pooling for Measuring Similarity.
Proceedings of the Video Analytics. Face and Facial Expression Recognition and Audience Measurement, 2016

Recursively Measured Action Units.
Proceedings of the Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, 2016

2015
Hierarchical Sparse and Collaborative Low-Rank representation for emotion recognition.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
Is Multi-model Feature Matching Better for Endoscopic Motion Estimation?
Proceedings of the Computer-Assisted and Robotic Endoscopy - First International Workshop, 2014

2012
Online Web-Data-Driven Segmentation of Selected Moving Objects in Videos.
Proceedings of the Computer Vision, 2012

2011
An Attempt to Segment Foreground in Dynamic Scenes.
Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011

A Localization Framework under Non-rigid Deformation for Robotic Surgery.
Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011

2008
Intelligent Target Tracking and Shooting System with Mean Shift.
Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2008


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