Shengfeng He

Orcid: 0000-0002-3802-4644

According to our database1, Shengfeng He authored at least 162 papers between 2011 and 2024.

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

Timeline

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Bibliography

2024
3D Snapshot: Invertible Embedding of 3D Neural Representations in a Single Image.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Ultra-High Resolution Image Segmentation via Locality-Aware Context Fusion and Alternating Local Enhancement.
Int. J. Comput. Vis., November, 2024

Monocular BEV Perception of Road Scenes via Front-to-Top View Projection.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2024

Unifying Global-Local Representations in Salient Object Detection With Transformers.
IEEE Trans. Emerg. Top. Comput. Intell., August, 2024

Appearance-Preserved Portrait-to-Anime Translation via Proxy-Guided Domain Adaptation.
IEEE Trans. Vis. Comput. Graph., July, 2024

Learning Nighttime Semantic Segmentation the Hard Way.
ACM Trans. Multim. Comput. Commun. Appl., July, 2024

Fully Deformable Network for Multiview Face Image Synthesis.
IEEE Trans. Neural Networks Learn. Syst., July, 2024

TranSiam: Aggregating multi-modal visual features with locality for medical image segmentation.
Expert Syst. Appl., March, 2024

DR-FER: Discriminative and Robust Representation Learning for Facial Expression Recognition.
IEEE Trans. Multim., 2024

Delving Into Important Samples of Semi-Supervised Old Photo Restoration: A New Dataset and Method.
IEEE Trans. Multim., 2024

G²Face: High-Fidelity Reversible Face Anonymization via Generative and Geometric Priors.
IEEE Trans. Inf. Forensics Secur., 2024

Triadic temporal-semantic alignment for weakly-supervised video moment retrieval.
Pattern Recognit., 2024

Granular3D: Delving into multi-granularity 3D scene graph prediction.
Pattern Recognit., 2024

Hierarchical damage correlations for old photo restoration.
Inf. Fusion, 2024

Lagrangian Motion Fields for Long-term Motion Generation.
CoRR, 2024

Task-Oriented Diffusion Inversion for High-Fidelity Text-based Editing.
CoRR, 2024

G2Face: High-Fidelity Reversible Face Anonymization via Generative and Geometric Priors.
CoRR, 2024

Beat-It: Beat-Synchronized Multi-Condition 3D Dance Generation.
CoRR, 2024

OneRestore: A Universal Restoration Framework for Composite Degradation.
CoRR, 2024

Glance to Count: Learning to Rank with Anchors for Weakly-supervised Crowd Counting.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

DiTMoS: Delving into Diverse Tiny-Model Selection on Microcontrollers.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2024

DenseTrack: Drone-Based Crowd Tracking via Density-Aware Motion-Appearance Synergy.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

VrdONE: One-stage Video Visual Relation Detection.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Portrait Shadow Removal via Self-Exemplar Illumination Equalization.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Zero-Shot Object Counting with Good Exemplars.
Proceedings of the Computer Vision - ECCV 2024, 2024

Beyond Textual Constraints: Learning Novel Diffusion Conditions with Fewer Examples.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Learning with Unreliability: Fast Few-Shot Voxel Radiance Fields with Relative Geometric Consistency.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

D3still: Decoupled Differential Distillation for Asymmetric Image Retrieval.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Drag Your Noise: Interactive Point-based Editing via Diffusion Semantic Propagation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Rethinking Multi-View Representation Learning via Distilled Disentangling.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Delving into Multimodal Prompting for Fine-Grained Visual Classification.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Monocular Depth Estimation for Glass Walls With Context: A New Dataset and Method.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Contextual-Assisted Scratched Photo Restoration.
IEEE Trans. Circuits Syst. Video Technol., October, 2023

Reference-based Screentone Transfer via Pattern Correspondence and Regularization.
Comput. Graph. Forum, September, 2023

Single-View View Synthesis with Self-rectified Pseudo-Stereo.
Int. J. Comput. Vis., August, 2023

Reducing Spatial Labeling Redundancy for Active Semi-Supervised Crowd Counting.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Learning invariant and uniformly distributed feature space for multi-view generation.
Inf. Fusion, May, 2023

DSDNet: Toward single image deraining with self-paced curricular dual stimulations.
Comput. Vis. Image Underst., April, 2023

Pose- and Attribute-consistent Person Image Synthesis.
ACM Trans. Multim. Comput. Commun. Appl., 2023

Parsing-Conditioned Anime Translation: A New Dataset and Method.
ACM Trans. Graph., 2023

Edge Distraction-aware Salient Object Detection.
IEEE Multim., 2023

DiffusionMat: Alpha Matting as Sequential Refinement Learning.
CoRR, 2023

One-for-All: Towards Universal Domain Translation with a Single StyleGAN.
CoRR, 2023

DAOT: Domain-Agnostically Aligned Optimal Transport for Domain-Adaptive Crowd Counting.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

NPF-200: A Multi-Modal Eye Fixation Dataset and Method for Non-Photorealistic Videos.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Disentangling Multi-view Representations Beyond Inductive Bias.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Surgical Activity Triplet Recognition via Triplet Disentanglement.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Fine-grained Domain Adaptive Crowd Counting via Point-derived Segmentation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

CIRI: Curricular Inactivation for Residue-aware One-shot Video Inpainting.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

RIGID: Recurrent GAN Inversion and Editing of Real Face Videos.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Deep Video Demoiréing via Compact Invertible Dyadic Decomposition.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Diffuse3D: Wide-Angle 3D Photography via Bilateral Diffusion.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Curricular Contrastive Regularization for Physics-Aware Single Image Dehazing.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Where is My Spot? Few-shot Image Generation via Latent Subspace Optimization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Towards a Smaller Student: Capacity Dynamic Distillation for Efficient Image Retrieval.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

SCANet: Self-Paced Semi-Curricular Attention Network for Non-Homogeneous Image Dehazing.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023


Layout Generation as Intermediate Action Sequence Prediction.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Learning Transferable Perturbations for Image Captioning.
ACM Trans. Multim. Comput. Commun. Appl., 2022

Mask-Guided Deformation Adaptive Network for Human Parsing.
ACM Trans. Multim. Comput. Commun. Appl., 2022

Make Your Own Sprites: Aliasing-Aware and Cell-Controllable Pixelization.
ACM Trans. Graph., 2022

Pro-PULSE: Learning Progressive Encoders of Latent Semantics in GANs for Photo Upsampling.
IEEE Trans. Image Process., 2022

Self-Supervised Matting-Specific Portrait Enhancement and Generation.
IEEE Trans. Image Process., 2022

Deep Multiview Clustering via Iteratively Self-Supervised Universal and Specific Space Learning.
IEEE Trans. Cybern., 2022

Holistically Associated Transductive Zero-Shot Learning.
IEEE Trans. Cogn. Dev. Syst., 2022

Efficient Exploration in Crowds by Coupling Navigation Controller and Exploration Planner.
IEEE Robotics Autom. Lett., 2022

Self-Supervised Video Representation Learning by Uncovering Spatio-Temporal Statistics.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

CrowdGAN: Identity-Free Interactive Crowd Video Generation and Beyond.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

SeqSeg: A sequential method to achieve nasopharyngeal carcinoma segmentation free from background dominance.
Medical Image Anal., 2022

Delving deep into pixelized face recovery and defense.
Neurocomputing, 2022

Background Matting via Recursive Excitation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Editing Out-of-Domain GAN Inversion via Differential Activations.
Proceedings of the Computer Vision - ECCV 2022, 2022

Faithful Extreme Rescaling via Generative Prior Reciprocated Invertible Representations.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

High-resolution Face Swapping via Latent Semantics Disentanglement.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Shunted Self-Attention via Multi-Scale Token Aggregation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

A Simple Data Mixing Prior for Improving Self-Supervised Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Co-advise: Cross Inductive Bias Distillation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Smart Scribbles for Image Matting.
ACM Trans. Multim. Comput. Commun. Appl., 2021

Invertible Grayscale with Sparsity Enforcing Priors.
ACM Trans. Multim. Comput. Commun. Appl., 2021

Transductive Zero-Shot Action Recognition via Visually Connected Graph Convolutional Networks.
IEEE Trans. Neural Networks Learn. Syst., 2021

Blind Image Denoising via Dynamic Dual Learning.
IEEE Trans. Multim., 2021

Erratum to "Multi-View Face Synthesis via Progressive Face Flow".
IEEE Trans. Image Process., 2021

Multi-View Face Synthesis via Progressive Face Flow.
IEEE Trans. Image Process., 2021

Few-Shot Breast Cancer Metastases Classification via Unsupervised Cell Ranking.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Mask-ShadowNet: Toward Shadow Removal via Masked Adaptive Instance Normalization.
IEEE Signal Process. Lett., 2021

Video Snapshot: Single Image Motion Expansion via Invertible Motion Embedding.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Fast scene labeling via structural inference.
Neurocomputing, 2021

Weakly supervised segmentation via instance-aware propagation.
Neurocomputing, 2021

Reducing Spatial Labeling Redundancy for Semi-supervised Crowd Counting.
CoRR, 2021

Unifying Global-Local Representations in Salient Object Detection with Transformer.
CoRR, 2021

Smart Scribbles for Image Mating.
CoRR, 2021

Differentiated Learning for Multi-Modal Domain Adaptation.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

From Continuity to Editability: Inverting GANs with Consecutive Images.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

From Contexts to Locality: Ultra-high Resolution Image Segmentation via Locality-aware Contextual Correlation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Projecting Your View Attentively: Monocular Road Scene Layout Estimation via Cross-View Transformation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Discovering Interpretable Latent Space Directions of GANs Beyond Binary Attributes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Reciprocal Transformations for Unsupervised Video Object Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning From the Master: Distilling Cross-Modal Advanced Knowledge for Lip Reading.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Spatially-Invariant Style-Codes Controlled Makeup Transfer.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Delving Deep Into Many-to-Many Attention for Few-Shot Video Object Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Exploring Duality in Visual Question-Driven Top-Down Saliency.
IEEE Trans. Neural Networks Learn. Syst., 2020

Fast User-Guided Single Image Reflection Removal via Edge-Aware Cascaded Networks.
IEEE Trans. Multim., 2020

Learning Long-Term Structural Dependencies for Video Salient Object Detection.
IEEE Trans. Image Process., 2020

Real-Time Hierarchical Supervoxel Segmentation via a Minimum Spanning Tree.
IEEE Trans. Image Process., 2020

Boundary-Aware RGBD Salient Object Detection With Cross-Modal Feature Sampling.
IEEE Trans. Image Process., 2020

Crowd Counting Via Cross-Stage Refinement Networks.
IEEE Trans. Image Process., 2020

FormNet: Formatted Learning for Image Restoration.
IEEE Trans. Image Process., 2020

Unsupervised Domain Adaptation via Importance Sampling.
IEEE Trans. Circuits Syst. Video Technol., 2020

Image captioning via semantic element embedding.
Neurocomputing, 2020

Over-crowdedness Alert! Forecasting the Future Crowd Distribution.
CoRR, 2020

Laplacian Denoising Autoencoder.
CoRR, 2020

Example-Based Colourization Via Dense Encoding Pyramids.
Comput. Graph. Forum, 2020

Two-stage Photograph Cartoonization via Line Tracing.
Comput. Graph. Forum, 2020

Invertible Grayscale via Dual Features Ensemble.
IEEE Access, 2020

Coupled Rain Streak and Background Estimation via Separable Element-Wise Attention.
IEEE Access, 2020

Coherence and Identity Learning for Arbitrary-length Face Video Generation.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

TENet: Triple Excitation Network for Video Salient Object Detection.
Proceedings of the Computer Vision - ECCV 2020, 2020

Context-Aware and Scale-Insensitive Temporal Repetition Counting.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Don't Hit Me! Glass Detection in Real-World Scenes.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

GDFace: Gated Deformation for Multi-View Face Image Synthesis.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Deep binocular tone mapping.
Vis. Comput., 2019

SINet: A Scale-Insensitive Convolutional Neural Network for Fast Vehicle Detection.
IEEE Trans. Intell. Transp. Syst., 2019

Deformable Object Tracking With Gated Fusion.
IEEE Trans. Image Process., 2019

Interactive Hierarchical Object Proposals.
IEEE Trans. Circuits Syst. Video Technol., 2019

Proposal-Driven Segmentation for Videos.
IEEE Signal Process. Lett., 2019

Age estimation via attribute-region association.
Neurocomputing, 2019

Joint Face Hallucination and Deblurring via Structure Generation and Detail Enhancement.
Int. J. Comput. Vis., 2019

JOint Shape Matching for Overlapping Cytoplasm Segmentation in Cervical Smear Images.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Visualizing the Invisible: Occluded Vehicle Segmentation and Recovery.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Single Image Reflection Removal Beyond Linearity.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Self-Supervised Spatio-Temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Context-Aware Spatio-Recurrent Curvilinear Structure Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Efficient image super-resolution integration.
Vis. Comput., 2018

Egocentric Hand Detection Via Dynamic Region Growing.
ACM Trans. Multim. Comput. Commun. Appl., 2018

Deep unsupervised pixelization.
ACM Trans. Graph., 2018

L<sub>0</sub>-Regularized Image Downscaling.
IEEE Trans. Image Process., 2018

Egocentric Temporal Action Proposals.
IEEE Trans. Image Process., 2018

Deformable Object Tracking with Gated Fusion.
CoRR, 2018

Active Matting.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017
RGBD Salient Object Detection via Deep Fusion.
IEEE Trans. Image Process., 2017

Stereo Object Proposals.
IEEE Trans. Image Process., 2017

Robust Object Tracking via Locality Sensitive Histograms.
IEEE Trans. Circuits Syst. Video Technol., 2017

Joint Image Denoising and Disparity Estimation via Stereo Structure PCA and Noise-Tolerant Cost.
Int. J. Comput. Vis., 2017

Stylizing face images via multiple exemplars.
Comput. Vis. Image Underst., 2017

Learning to Hallucinate Face Images via Component Generation and Enhancement.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Keyword-driven image captioning via Context-dependent Bilateral LSTM.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Delving into Salient Object Subitizing and Detection.
Proceedings of the IEEE International Conference on Computer Vision, 2017

DeshadowNet: A Multi-context Embedding Deep Network for Shadow Removal.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

FormResNet: Formatted Residual Learning for Image Restoration.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
Fast Weighted Histograms for Bilateral Filtering and Nearest Neighbor Searching.
IEEE Trans. Circuits Syst. Video Technol., 2016

A Tool-Free Calibration Method for Turntable-Based 3D Scanning Systems.
IEEE Computer Graphics and Applications, 2016

Real-Time Salient Object Detection with a Minimum Spanning Tree.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Exemplar-Driven Top-Down Saliency Detection via Deep Association.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Saliency-Guided Color-to-Gray Conversion Using Region-Based Optimization.
IEEE Trans. Image Process., 2015

SuperCNN: A Superpixelwise Convolutional Neural Network for Salient Object Detection.
Int. J. Comput. Vis., 2015

Oriented Object Proposals.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014
Saliency Detection with Flash and No-flash Image Pairs.
Proceedings of the Computer Vision - ECCV 2014, 2014

2013
Synthetic Controllable Turbulence Using Robust Second Vorticity Confinement.
Comput. Graph. Forum, 2013

Consistent stereo image editing.
Proceedings of the ACM Multimedia Conference, 2013

Visual Tracking via Locality Sensitive Histograms.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2011
Real-time smoke simulation with improved turbulence by spatial adaptive vorticity confinement.
Comput. Animat. Virtual Worlds, 2011

An Efficient Adaptive Vortex Particle Method for Real-Time Smoke Simulation.
Proceedings of the 12th International Conference on Computer-Aided Design and Computer Graphics, 2011


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