Wei Ji

Orcid: 0000-0003-4059-5902

Affiliations:

University of Alberta, Department of Electrical and Computer Engineering, Edmonton, AB, Canada
Dalian University of Technology, School of Software Technology, China

According to our database¹, Wei Ji authored at least 56 papers between 2019 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

Selective Noise Suppression and Discriminative Mutual Interaction for Robust Audio-Visual Segmentation.

[BibT_eX]

[DOI]

CoRR, March, 2026

Revisiting Fine-Grained Image Analysis by Semantic-Part Alignment.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2026

Dose-aware diffusion model for 3D PET image denoising: Multi-institutional validation with reader study and real low-dose data.

[BibT_eX]

[DOI]

Medical Image Anal., 2026

Anatomically and metabolically informed diffusion for unified denoising and segmentation in low-count PET imaging.

[BibT_eX]

[DOI]

Medical Image Anal., 2026

2025

Learning Generalized Medical Image Representation by Decoupled Feature Queries.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., December, 2025

Surgical Scene Segmentation using a Spike-Driven Video Transformer with Real-Time Potential.

[BibT_eX]

[DOI]

CoRR, December, 2025

SAM3-I: Segment Anything with Instructions.

[BibT_eX]

[DOI]

CoRR, December, 2025

AI Deception: Risks, Dynamics, and Controls.

[BibT_eX]

[DOI]

CoRR, November, 2025

MVU-Eval: Towards Multi-Video Understanding Evaluation for Multimodal LLMs.

[BibT_eX]

[DOI]

CoRR, November, 2025

Highly Efficient 3D Human Pose Tracking From Events With Spiking Spatiotemporal Transformer.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., October, 2025

Frequency-Domain Decomposition and Recomposition for Robust Audio-Visual Segmentation.

[BibT_eX]

[DOI]

CoRR, September, 2025

Universal Fine-Grained Visual Categorization by Concept Guided Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2025

Cross-Level Multi-Instance Distillation for Self-Supervised Fine-Grained Visual Categorization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2025

GAD: Domain generalized diabetic retinopathy grading by grade-aware de-stylization.

[BibT_eX]

[DOI]

Pattern Recognit., 2025

A generalizable diffusion framework for 3D low-dose and few-view cardiac SPECT imaging.

[BibT_eX]

[DOI]

Medical Image Anal., 2025

AtlantisGS: Underwater Sparse-View Scene Reconstruction via Gaussian Splatting.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

D-CAM: Learning Generalizable Weakly-Supervised Medical Image Segmentation from Domain-Invariant CAM.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Learning Generalizable Diabetic Retinopathy Grading by Decoupled State Space Decoding.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

A Simple Yet Mighty Hartley Diffusion Versatilist for Generalizable Dense Vision Tasks.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

DefMamba: Deformable Visual State Space Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

DGFamba: Learning Flow Factorized State Space for Visual Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Correction to: Segment Anything Is Not Always Perfect: An Investigation of SAM on Different Real-world Applications.

[BibT_eX]

[DOI]

Mach. Intell. Res., December, 2024

Segment Anything Is Not Always Perfect: An Investigation of SAM on Different Real-world Applications.

[BibT_eX]

[DOI]

Mach. Intell. Res., August, 2024

Learning Spectral-Decomposed Tokens for Domain Generalized Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2024

GOOD: Towards Domain Generalized Orientated Object Detection.

[BibT_eX]

[DOI]

CoRR, 2024

Unleashing Multispectral Video's Potential in Semantic Segmentation: A Semi-supervised Viewpoint and New UAV-View Benchmark.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Samba: Severity-aware Recurrent Modeling for Cross-domain Medical Image Grading.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Learning Spectral-Decomposited Tokens for Domain Generalized Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Hallucinated Style Distillation for Single Domain Generalization in Medical Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Spider: A Unified Framework for Context-dependent Concept Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

MedSegDiff-V2: Diffusion-Based Medical Image Segmentation with Transformer.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Learning Generalized Medical Image Segmentation from Decoupled Feature Queries.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Delving into Calibrated Depth for Accurate RGB-D Salient Object Detection.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., April, 2023

Learning rotation equivalent scene representation from instance-level semantics: A novel top-down perspective.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., March, 2023

C$^{2}$DFNet: Criss-Cross Dynamic Filter Network for RGB-D Salient Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Segment Anything Is Not Always Perfect: An Investigation of SAM on Different Real-world Applications.

[BibT_eX]

[DOI]

CoRR, 2023

DVSOD: RGB-D Video Salient Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

SemanticRT: A Large-Scale Dataset and Method for Robust Semantic Segmentation in Multispectral Images.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Animal3D: A Comprehensive Dataset of 3D Animal Pose and Shape.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Multispectral Video Semantic Segmentation: A Benchmark Dataset and Baseline.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

DMRA: Depth-Induced Multi-Scale Recurrent Attention Network for RGB-D Saliency Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

TW-GAN: Topology and width aware GAN for retinal artery/vein classification.

[BibT_eX]

[DOI]

Medical Image Anal., 2022

Promoting Saliency From Depth: Deep Unsupervised RGB-D Saliency Detection.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Exploring Denoised Cross-video Contrast for Weakly-supervised Temporal Action Localization.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Generating Diverse and Natural 3D Human Motions from Text.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Human Pose and Shape Estimation from Single Polarization Images.

[BibT_eX]

[DOI]

CoRR, 2021

Joint Semantic Mining for Weakly Supervised RGB-D Salient Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Local-Global Dual Perception Based Deep Multiple Instance Learning for Retinal Disease Classification.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Dynamic Context-Sensitive Filtering Network for Video Salient Object Detection.

[BibT_eX]

[DOI]