Di Xie

Orcid: 0000-0001-8065-5901

According to our database1, Di Xie authored at least 98 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Better Together: Data-Free Multi-Student Coevolved Distillation.
Knowl. Based Syst., January, 2024

CLIP-Gaze: Towards General Gaze Estimation via Visual-Linguistic Model.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Arbitrary-Scale Point Cloud Upsampling by Voxel-Based Network with Latent Geometric-Consistent Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks.
IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark.
Medical Image Anal., May, 2023

Focal Contrastive Learning for Palm Vein Authentication.
IEEE Trans. Instrum. Meas., 2023

Adapt Anything: Tailor Any Image Classifiers across Domains And Categories Using Text-to-Image Diffusion Models.
CoRR, 2023

An Information Bottleneck Approach to Secrecy-Preserving Gaussian Mixture Classification.
CoRR, 2023

1st Place Solution for ECCV 2022 OOD-CV Challenge Object Detection Track.
CoRR, 2023

1st Place Solution for ECCV 2022 OOD-CV Challenge Image Classification Track.
CoRR, 2023

Up to Thousands-fold Storage Saving: Towards Efficient Data-Free Distillation of Large-Scale Visual Classifiers.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Distilling Vision-Language Foundation Models: A Data-Free Approach via Prompt Diversification.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Unsupervised Prompt Tuning for Text-Driven Object Detection.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

HPFTN: Hierarchical Progressive Fusion Transformer Network for Video Denoising.
Proceedings of the IEEE International Conference on Acoustics, 2023

Learning Expressive And Generalizable Motion Features For Face Forgery Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

PRIME: 3D Human Pose and Body Shape Recovery with Perspective Projection.
Proceedings of the IEEE International Conference on Acoustics, 2023

Single Domain Dynamic Generalization for Iris Presentation Attack Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

MDR-MFI:Multi-Branch Decoupled Regression and Multi-Scale Feature Interaction for Partial-to-Partial Cloud Registration.
Proceedings of the IEEE International Conference on Acoustics, 2023

Rethinking the Approximation Error in 3D Surface Fitting for Point Cloud Normal Estimation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

A Likelihood Probability-Based Online Summarization Ranking Model.
Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

2022
NeRF-Gaze: A Head-Eye Redirection Parametric Model for Gaze Estimation.
CoRR, 2022

2nd Place Solution for ICCV 2021 VIPriors Image Classification Challenge: An Attract-and-Repulse Learning Approach.
CoRR, 2022

"Lossless" Compression of Deep Neural Networks: A High-dimensional Neural Tangent Kernel Approach.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Self-Supervised Noisy Label Learning for Source-Free Unsupervised Domain Adaptation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Self-distilled Knowledge Delegator for Exemplar-free Class Incremental Learning.
Proceedings of the International Joint Conference on Neural Networks, 2022

KRNet: Towards Efficient Knowledge Replay.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

High-Accuracy and Energy-Efficient Action Recognition with Deep Spiking Neural Network.
Proceedings of the Neural Information Processing - 29th International Conference, 2022

Learning Domain Adaptive Object Detection with Probabilistic Teacher.
Proceedings of the International Conference on Machine Learning, 2022

Effcient Shift Network in Denoising-Friendly Space for Real Noise Removal.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Semi-Supervised Ranking for Object Image Blur Assessment.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Simulation-and-Mining: Towards Accurate Source-Free Unsupervised Domain Adaptive Object Detection.
Proceedings of the IEEE International Conference on Acoustics, 2022

Target-Aware Auto-Augmentation for Unsupervised Domain Adaptive Object Detection.
Proceedings of the IEEE International Conference on Acoustics, 2022

Transductive Clip with Class-Conditional Contrastive Learning.
Proceedings of the IEEE International Conference on Acoustics, 2022

FBNet: Feedback Network for Point Cloud Completion.
Proceedings of the Computer Vision - ECCV 2022, 2022

Attention Diversification for Domain Generalization.
Proceedings of the Computer Vision - ECCV 2022, 2022

Slimmable Domain Adaptation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Label Matching Semi-Supervised Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Multi-scale Wavelet Transformer for Face Forgery Detection.
Proceedings of the Computer Vision - ACCV 2022, 2022

Point Cloud Upsampling via Cascaded Refinement Network.
Proceedings of the Computer Vision - ACCV 2022, 2022

Topology-Aware Convolutional Neural Network for Efficient Skeleton-Based Action Recognition.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Auxiliary diagnostic system for ADHD in children based on AI technology.
Frontiers Inf. Technol. Electron. Eng., 2021

Unsupervised object detection with scene-adaptive concept learning.
Frontiers Inf. Technol. Electron. Eng., 2021

Associative affinity network learning for multi-object tracking.
Frontiers Inf. Technol. Electron. Eng., 2021

Semi-Supervised Domain Generalization in Real World: New Benchmark and Strong Baseline.
CoRR, 2021

Hindsight Reward Tweaking via Conditional Deep Reinforcement Learning.
CoRR, 2021

Self-Supervised Noisy Label Learning for Source-Free Unsupervised Domain Adaptation.
CoRR, 2021

Box Re-Ranking: Unsupervised False Positive Suppression for Domain Adaptive Pedestrian Detection.
CoRR, 2021

MGD-GAN: Text-to-Pedestrian Generation Through Multi-grained Discrimination.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Look Before You Act: Boosting Pseudo-LiDAR with Online Semantic Embedding.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Modulating Localization and Classification for Harmonized Object Detection.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Divide-and-Assemble: Learning Block-wise Memory for Unsupervised Anomaly Detection.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

TransForensics: Image Forgery Localization with Dense Self-Attention.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

A Free Lunch for Unsupervised Domain Adaptive Object Detection without Source Data.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
An Attentive Sequence to Sequence Translator for Localizing Video Clips by Natural Language.
IEEE Trans. Multim., 2020

Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study.
IEEE Trans. Image Process., 2020

IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge [Competitions].
IEEE Robotics Autom. Mag., 2020

Deep Reinforcement Learning for Smart Home Energy Management.
IEEE Internet Things J., 2020

Cascade region proposal and global context for deep object detection.
Neurocomputing, 2020

MGD-GAN: Text-to-Pedestrian generation through Multi-Grained Discrimination.
CoRR, 2020

IROS 2019 Lifelong Robotic Vision Challenge - Lifelong Object Recognition Report.
CoRR, 2020

Dynamic GCN: Context-enriched Topology Learning for Skeleton-based Action Recognition.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Unsupervised Image Classification for Deep Representation Learning.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Neural Inheritance Relation Guided One-Shot Layer Assignment Search.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Energy Optimization of HVAC Systems in Commercial Buildings Considering Indoor Air Quality Management.
IEEE Trans. Smart Grid, 2019

Adversarial learning for viewpoints invariant 3D human pose estimation.
J. Vis. Commun. Image Represent., 2019

Deep Reinforcement Learning for Smart Home Energy Management.
CoRR, 2019

Collaborative Spatio-temporal Feature Learning for Video Action Recognition.
CoRR, 2019

MicroRNAs and complex diseases: from experimental results to computational models.
Briefings Bioinform., 2019

An End-to-End Audio Classification System Based on Raw Waveforms and Mix-Training Strategy.
Proceedings of the Interspeech 2019, 2019

Self-Supervised Spatiotemporal Learning via Video Clip Order Prediction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Collaborative Spatiotemporal Feature Learning for Video Action Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

All You Need Is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learning Incremental Triplet Margin for Person Re-Identification.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

A Layer Decomposition-Recomposition Framework for Neuron Pruning towards Accurate Lightweight Networks.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Fusing Geometric Features for Skeleton-Based Action Recognition Using Multilayer LSTM Networks.
IEEE Trans. Multim., 2018

Distributed Real-Time HVAC Control for Cost-Efficient Commercial Buildings Under Smart Grid Environment.
IEEE Internet Things J., 2018

Attentive Sequence to Sequence Translation for Localizing Clips of Interest by Natural Language Descriptions.
CoRR, 2018

Small-scale Pedestrian Detection Based on Somatic Topology Localization and Temporal Feature Aggregation.
CoRR, 2018

BNPMDA: Bipartite Network Projection for MiRNA-Disease Association prediction.
Bioinform., 2018

Distributed Energy Optimization for HVAC Systems in University Campus Buildings.
IEEE Access, 2018

Text-to-Image Synthesis via Visual-Memory Creative Adversarial Network.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

A Practical Convolutional Neural Network as Loop Filter for Intra Frame.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Small-Scale Pedestrian Detection Based on Topological Line Localization and Temporal Feature Aggregation.
Proceedings of the Computer Vision - ECCV 2018, 2018

Extreme Network Compression via Filter Group Approximation.
Proceedings of the Computer Vision - ECCV 2018, 2018

2017
Skeleton-based action recognition with convolutional neural networks.
Proceedings of the 2017 IEEE International Conference on Multimedia & Expo Workshops, 2017

All You Need is Beyond a Good Init: Exploring Better Solution for Training Extremely Deep Convolutional Neural Networks with Orthonormality and Modulation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
NDCMC: A Hybrid Data Collection Approach for Large-Scale WSNs Using Mobile Element and Hierarchical Clustering.
IEEE Internet Things J., 2016

Mixed context networks for semantic segmentation.
CoRR, 2016

HRI Team @ TRECVID 2016: Surveillance event detection.
Proceedings of the 2016 TREC Video Retrieval Evaluation, 2016

2015
A hybrid approach using mobile element and hierarchical clustering for data collection in WSNs.
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference, 2015

2013
Upper Body Human Detection and Segmentation in Low Contrast Video.
IEEE Trans. Circuits Syst. Video Technol., 2013

PIKACHU: How to Rebalance Load in Optimizing MapReduce On Heterogeneous Clusters.
Proceedings of the 2013 USENIX Annual Technical Conference, 2013

2012
The only constant is change: incorporating time-varying network reservations in data centers.
Proceedings of the ACM SIGCOMM 2012 Conference, 2012

Video based head detection and tracking surveillance system.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

On the performance projectability of MapReduce.
Proceedings of the 4th IEEE International Conference on Cloud Computing Technology and Science Proceedings, 2012

2009
Multi-channel video-based parallel fire detection acceleration method using multi-cores.
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, 2009

A Method to Distinguish the Fire and Flickering Vehicle Light.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009


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