Jiankang Deng

Orcid: 0000-0002-3709-6216

According to our database1, Jiankang Deng authored at least 114 papers between 2015 and 2024.

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Bibliography

2024
Self-Adaptive Reality-Guided Diffusion for Artifact-Free Super-Resolution.
CoRR, 2024

Deep Active Learning: A Reality Check.
CoRR, 2024

CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-spoofing.
CoRR, 2024

Unsupervised Audio-Visual Segmentation with Modality Alignment.
CoRR, 2024

IDAdapter: Learning Mixed Features for Tuning-Free Personalization of Text-to-Image Models.
CoRR, 2024

WaveFace: Authentic Face Restoration with Efficient Frequency Recovery.
CoRR, 2024

Arc2Face: A Foundation Model of Human Faces.
CoRR, 2024

V<sub>k</sub>D: Improving Knowledge Distillation using Orthogonal Projections.
CoRR, 2024

G3DR: Generative 3D Reconstruction in ImageNet.
CoRR, 2024

Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization.
CoRR, 2024

AvatarMMC: 3D Head Avatar Generation and Editing with Multi-Modal Conditioning.
CoRR, 2024

Unified Physical-Digital Face Attack Detection.
CoRR, 2024

Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD Images.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Three Heads Are Better than One: Complementary Experts for Long-Tailed Semi-supervised Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

DiffSED: Sound Event Detection with Denoising Diffusion.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Transformer-based hierarchical dynamic decoders for salient object detection.
Knowl. Based Syst., December, 2023

Linear Complexity Self-Attention With $3{\mathrm{rd}}$3 rd Order Polynomials.
IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models.
IEEE Trans. Circuits Syst. Video Technol., September, 2023

EDFace-Celeb-1 M: Benchmarking Face Hallucination With a Million-Scale Dataset.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Extended $T$T: Learning With Mixed Closed-Set and Open-Set Noisy Labels.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Redesigning Multi-Scale Neural Network for Crowd Counting.
IEEE Trans. Image Process., 2023

Inverse Image Frequency for Long-Tailed Image Recognition.
IEEE Trans. Image Process., 2023

Boundary-Aware Network With Two-Stage Partial Decoders for Salient Object Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023

WebFace260M: A Benchmark for Million-Scale Deep Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Neural Sign Actors: A diffusion model for 3D sign language production from text.
CoRR, 2023

Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation.
CoRR, 2023

Rethinking the Domain Gap in Near-infrared Face Recognition.
CoRR, 2023

Transferring Annotator- and Instance-dependent Transition Matrix for Learning from Crowds.
CoRR, 2023

Robotic Perception of Transparent Objects: A Review.
CoRR, 2023

HeadSculpt: Crafting 3D Head Avatars with Text.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

DamoFD: Digging into Backbone Design on Face Detection.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Unicom: Universal and Compact Representation Learning for Image Retrieval.
Proceedings of the Eleventh International Conference on Learning Representations, 2023


Factorized Dynamic Fully-Connected Layers for Neural Networks.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

ALIP: Adaptive Language-Image Pre-training with Synthetic Caption.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Holistic Label Correction for Noisy Multi-Label Classification.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Spatio-temporal Prompting Network for Robust Video Feature Extraction.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Controllable Person Image Synthesis with Pose-Constrained Latent Diffusion.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

TransFace: Calibrating Transformer Training for Face Recognition from a Data-Centric Perspective.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Adaptive Spiral Layers for Efficient 3D Representation Learning on Meshes.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Facial Geometric Detail Recovery via Implicit Representation.
Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023

Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Improving Fairness in Facial Albedo Estimation via Visual-Textual Cues.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

FitMe: Deep Photorealistic 3D Morphable Model Avatars.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Regularization of polynomial networks for image recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Domain-General Crowd Counting in Unseen Scenarios.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
ArcFace: Additive Angular Margin Loss for Deep Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Deep Polynomial Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Weakly-Supervised Gaze Estimation from Synthetic Views.
CoRR, 2022

Confidence-guided Centroids for Unsupervised Person Re-Identification.
CoRR, 2022

A Survey of Deep Face Restoration: Denoise, Super-Resolution, Deblur, Artifact Removal.
CoRR, 2022

FaceMAE: Privacy-Preserving Face Recognition via Masked Autoencoders.
CoRR, 2022

Gait Recognition in the Wild: A Benchmark.
CoRR, 2022

Facial Geometric Detail Recovery via Implicit Representation.
CoRR, 2022

Physically-Based Face Rendering for NIR-VIS Face Recognition.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Sample and Computation Redistribution for Efficient Face Detection.
Proceedings of the Tenth International Conference on Learning Representations, 2022


Perspective Reconstruction of Human Faces by Joint Mesh and Landmark Regression.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Augmenting Deep Classifiers with Polynomial Neural Networks.
Proceedings of the Computer Vision - ECCV 2022, 2022

Long-Tailed Instance Segmentation Using Gumbel Optimized Loss.
Proceedings of the Computer Vision - ECCV 2022, 2022

Decoupled Multi-task Learning with Cyclical Self-Regulation for Face Parsing.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

MogFace: Towards a Deeper Appreciation on Face Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Killing Two Birds with One Stone: Efficient and Robust Training of Face Recognition CNNs by Partial FC.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Deep face recognition in the wild.
PhD thesis, 2021

EDFace-Celeb-1M: Benchmarking Face Hallucination with a Million-scale Dataset.
CoRR, 2021

Masked Face Recognition Challenge: The WebFace260M Track Report.
CoRR, 2021

Poly-NL: Linear Complexity Non-local Layers with Polynomials.
CoRR, 2021

Polynomial Networks in Deep Classifiers.
CoRR, 2021

Masked Face Recognition Challenge: The InsightFace Track Report.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Poly-NL: Linear Complexity Non-local Layers With 3rd Order Polynomials.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

OSTeC: One-Shot Texture Completion.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Variational Prototype Learning for Deep Face Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Extended T: Learning with Mixed Closed-set and Open-set Noisy Labels.
CoRR, 2020

Π-nets: Deep Polynomial Neural Networks.
CoRR, 2020

Dual T: Reducing Estimation Error for Transition Matrix in Label-noise Learning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks.
Proceedings of the Computer Vision - ECCV 2020, 2020

Sub-center ArcFace: Boosting Face Recognition by Large-Scale Noisy Web Faces.
Proceedings of the Computer Vision - ECCV 2020, 2020

GP-NAS: Gaussian Process Based Neural Architecture Search.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

RetinaFace: Single-Shot Multi-Level Face Localisation in the Wild.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

P-nets: Deep Polynomial Neural Networks.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Joint Multi-View Face Alignment in the Wild.
IEEE Trans. Image Process., 2019

Side Information for Face Completion: A Robust PCA Approach.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

The Menpo Benchmark for Multi-pose 2D and 3D Facial Landmark Localisation and Tracking.
Int. J. Comput. Vis., 2019

RetinaFace: Single-stage Dense Face Localisation in the Wild.
CoRR, 2019

ArcFace for Disguised Face Recognition.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Lightweight Face Recognition Challenge.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Single-Stage Joint Face Detection and Alignment.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Dense 3D Face Decoding Over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

ArcFace: Additive Angular Margin Loss for Deep Face Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Spatio-temporal convolutional features with nested LSTM for facial expression recognition.
Neurocomputing, 2018

ArcFace: Additive Angular Margin Loss for Deep Face Recognition.
CoRR, 2018

Cascaded Regional Spatio-Temporal Feature-Routing Networks for Video Object Detection.
IEEE Access, 2018

Improve Accurate Pose Alignment and Action Localization by Dense Pose Estimation.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Cascade Multi-View Hourglass Model for Robust 3D Face Alignment.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

UV-GAN: Adversarial Facial UV Map Completion for Pose-Invariant Face Recognition.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment.
Proceedings of the British Machine Vision Conference 2018, 2018

Informed Non-Convex Robust Principal Component Analysis With Features.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Adaptive Cascade Regression Model For Robust Face Alignment.
IEEE Trans. Image Process., 2017

Robust facial landmark tracking via cascade regression.
Pattern Recognit., 2017

The 3D Menpo Facial Landmark Tracking Challenge.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

The Menpo Facial Landmark Localisation Challenge: A Step Towards the Solution.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

AgeDB: The First Manually Collected, In-the-Wild Age Database.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Marginal Loss for Deep Face Recognition.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
Efficient χ<sup>2</sup> Kernel Linearization via Random Feature Maps.
IEEE Trans. Neural Networks Learn. Syst., 2016

Video Face Editing Using Temporal-Spatial-Smooth Warping.
ACM Trans. Intell. Syst. Technol., 2016

Dual Sparse Constrained Cascade Regression for Robust Face Alignment.
IEEE Trans. Image Process., 2016

FaceHunter: A multi-task convolutional neural network based face detector.
Signal Process. Image Commun., 2016

M<sup>3</sup> CSR: Multi-view, multi-scale and multi-component cascade shape regression.
Image Vis. Comput., 2016

2015
基于稀疏级联回归的快速人脸配准方法及其在移动设备上的应用 (Fast Face Alignment Method Based on Sparse Cascade Regression and its Application on Mobile Devices).
计算机科学, 2015

Low rank driven robust facial landmark regression.
Neurocomputing, 2015

Hierarchical Convolutional Neural Network for Face Detection.
Proceedings of the Image and Graphics - 8th International Conference, 2015

Facial Shape Tracking via Spatio-Temporal Cascade Shape Regression.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015


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