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Shiguang Shan

110 papers · 2013–2025 · 10 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (138) 🌍 Conference Polyglot (10) 🌈 Renaissance Researcher (10) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (12) 🌟 Keyword Trendsetter Combo (7) 🏠 Conference Loyalist (24) 🀝 Dynamic Duo (84) πŸ”¬ Deep Specialist (20) πŸ† Keyword Champion πŸ† Grand Slam πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (408) ⚑ Prolific Year (8) πŸ’Ž Century Club (110) πŸ”₯ Unstoppable (13) πŸ“ˆ Trend Setter

Conferences

CVPR (43) ICCV (24) ECCV (16) NIPS (10) ICLR (6) WACV (6) ICML (2) AAAI (1) EMNLP (1) IJCAI (1)

Top co-authors

Xilin Chen (84) Meina Kan (27) Hong Chang (25) Ruiping Wang (20) Bingpeng MA (16) Jie Zhang (14) Ruibing Hou (11) Hu Han (10) Zhiwu Huang (6) Jiabei Zeng (4)

Keywords

face recognition (10) domain adaptation (8) representation learning (7) image classification (7) convolutional neural network (6) metric learning (6) multimodal learning (6) unsupervised learning (6) self-supervised learning (6) person re-identification (5) adversarial learning (4) feature extraction (4) generative adversarial network (4) image retrieval (4) object detection (4) video understanding (4) neural network (4) feature alignment (3) multi-label classification (3) few-shot learning (3)

Papers

Evaluating Cognitive-Behavioral Fixation via Multimodal User Viewing Patterns on Social Media EMNLP 2025
Face Forgery Video Detection via Temporal Forgery Cue Unraveling CVPR 2025
UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing CVPR 2025
MATS: An Audio Language Model under Text-only Supervision ICML 2025
Autoregressive Video Generation without Vector Quantization ICLR 2025
CtrLoRA: An Extensible and Efficient Framework for Controllable Image Generation ICLR 2025
Dysca: A Dynamic and Scalable Benchmark for Evaluating Perception Ability of LVLMs ICLR 2025
CogCM: Cognition-Inspired Contextual Modeling for Audio-Visual Speech Enhancement ICCV 2025
Feature Decomposition-Recomposition in Large Vision-Language Model for Few-Shot Class-Incremental Learning ICCV 2025
Not Only Vision: Evolve Visual Speech Recognition via Peripheral Information ICCV 2025
Benchmarking Multimodal Large Language Models Against Image Corruptions ICCV 2025
EfficientMT: Efficient Temporal Adaptation for Motion Transfer in Text-to-Video Diffusion Models ICCV 2025
HIS-GPT: Towards 3D Human-In-Scene Multimodal Understanding ICCV 2025
G2PDiffusion: Cross-Species Genotype-to-Phenotype Prediction via Evolutionary Diffusion ICCV 2025
Precise Integral in NeRFs: Overcoming the Approximation Errors of Numerical Quadrature WACV 2025
T2IShield: Defending Against Backdoors on Text-to-Image Diffusion Models ECCV 2024
An Information Theoretical View for Out-Of-Distribution Detection ECCV 2024
Tokenize Anything via Prompting ECCV 2024
PreLAR: World Model Pre-training with Learnable Action Representation ECCV 2024
HPNet: Dynamic Trajectory Forecasting with Historical Prediction Attention CVPR 2024
A Simple Romance Between Multi-Exit Vision Transformer and Token Reduction ICLR 2024
Deep Subdomain Alignment for Cross-Domain Image Classification WACV 2024
M$^3$GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation NIPS 2024
Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox NIPS 2024
UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models NIPS 2024
ES3: Evolving Self-Supervised Learning of Robust Audio-Visual Speech Representations CVPR 2024
Pre-trained Model Guided Fine-Tuning for Zero-Shot Adversarial Robustness CVPR 2024
Video Harmonization with Triplet Spatio-Temporal Variation Patterns CVPR 2024
Scalable Modular Network: A Framework for Adaptive Learning via Agreement Routing ICLR 2024
Shape-Biased CNNs Are Not Always Superior in Out-of-Distribution Robustness WACV 2024
Source-Free Adaptive Gaze Estimation by Uncertainty Reduction CVPR 2023
Understanding Few-Shot Learning: Measuring Task Relatedness and Adaptation Difficulty via Attributes NIPS 2023
Generalized Semi-Supervised Learning via Self-Supervised Feature Adaptation NIPS 2023
Function-Consistent Feature Distillation ICLR 2023
Holistic Label Correction for Noisy Multi-Label Classification ICCV 2023
DandelionNet: Domain Composition with Instance Adaptive Classification for Domain Generalization ICCV 2023
DISC: Learning From Noisy Labels via Dynamic Instance-Specific Selection and Correction CVPR 2023
Diversity-Measurable Anomaly Detection CVPR 2023
Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework ECCV 2022
Learning Continuous Graph Structure with Bilevel Programming for Graph Neural Networks IJCAI 2022
Mutual Learning of Joint and Separate Domain Alignments for Multi-Source Domain Adaptation WACV 2022
Towards High-Fidelity Face Self-Occlusion Recovery via Multi-View Residual-Based GAN Inversion AAAI 2022
Optimal Positive Generation via Latent Transformation for Contrastive Learning NIPS 2022
Clothes-Changing Person Re-Identification With RGB Modality Only CVPR 2022
Enhancing Face Recognition With Self-Supervised 3D Reconstruction CVPR 2022
Adaptive Image Transformations for Transfer-Based Adversarial Attack ECCV 2022
GAN with Multivariate Disentangling for Controllable Hair Editing ECCV 2022
BiCnet-TKS: Learning Efficient Spatial-Temporal Representation for Video Person Re-Identification CVPR 2021
Meta Gradient Adversarial Attack ICCV 2021
EigenGAN: Layer-Wise Eigen-Learning for GANs ICCV 2021
Cross-Encoder for Unsupervised Gaze Representation Learning ICCV 2021
Cross-modal Scene Graph Matching for Relationship-aware Image-Text Retrieval WACV 2020
Single-Side Domain Generalization for Face Anti-Spoofing CVPR 2020
Cross-Domain Face Presentation Attack Detection via Multi-Domain Disentangled Representation Learning CVPR 2020
Video-based Remote Physiological Measurement via Cross-verified Feature Disentangling ECCV 2020
Sketching Image Gist: Human-Mimetic Hierarchical Scene Graph Generation ECCV 2020
Temporal Complementary Learning for Video Person Re-Identification ECCV 2020
Unsupervised Domain Adaptation With Hierarchical Gradient Synchronization CVPR 2020
TCTS: A Task-Consistent Two-Stage Framework for Person Search CVPR 2020
Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text CVPR 2020
Deep Position-Aware Hashing for Semantic Continuous Image Retrieval WACV 2020
Self-Supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation CVPR 2020
Exploring Context and Visual Pattern of Relationship for Scene Graph Generation CVPR 2019
VRSTC: Occlusion-Free Video Person Re-Identification CVPR 2019
Local Relationship Learning With Person-Specific Shape Regularization for Facial Action Unit Detection CVPR 2019
Cross Attention Network for Few-shot Classification NIPS 2019
Multi-label Co-regularization for Semi-supervised Facial Action Unit Recognition NIPS 2019
Transferable Contrastive Network for Generalized Zero-Shot Learning ICCV 2019
S2GAN: Share Aging Factors Across Ages and Share Aging Trends Among Individuals ICCV 2019
Temporal Knowledge Propagation for Image-to-Video Person Re-Identification ICCV 2019
Weakly Supervised Object Detection With Segmentation Collaboration ICCV 2019
Weakly Supervised Image Classification Through Noise Regularization CVPR 2019
Self-Supervised Representation Learning From Videos for Facial Action Unit Detection CVPR 2019
Interaction-And-Aggregation Network for Person Re-Identification CVPR 2019
Fully Learnable Group Convolution for Acceleration of Deep Neural Networks CVPR 2019
Mean-Variance Loss for Deep Age Estimation From a Face CVPR 2018
Joint Representation and Truncated Inference Learning for Correlation Filter based Tracking ECCV 2018
Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition ECCV 2018
Generative Adversarial Network with Spatial Attention for Face Attribute Editing ECCV 2018
Face Recognition with Contrastive Convolution ECCV 2018
Shift-Net: Image Inpainting via Deep Feature Rearrangement ECCV 2018
Facial Expression Recognition with Inconsistently Annotated Datasets ECCV 2018
Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships CVPR 2018
Real-Time Rotation-Invariant Face Detection With Progressive Calibration Networks CVPR 2018
Duplex Generative Adversarial Network for Unsupervised Domain Adaptation CVPR 2018
Learning Discriminative Latent Attributes for Zero-Shot Classification ICCV 2017
Recursive Spatial Transformer (ReST) for Alignment-Free Face Recognition ICCV 2017
Discriminative Covariance Oriented Representation Learning for Face Recognition With Image Sets CVPR 2017
Learning Multifunctional Binary Codes for Both Category and Attribute Oriented Retrieval Tasks CVPR 2017
Occlusion-Free Face Alignment: Deep Regression Networks Coupled With De-Corrupt AutoEncoders CVPR 2016
Deep Supervised Hashing for Fast Image Retrieval CVPR 2016
Multi-View Deep Network for Cross-View Classification CVPR 2016
Bi-Shifting Auto-Encoder for Unsupervised Domain Adaptation ICCV 2015
Two Birds, One Stone: Jointly Learning Binary Code for Large-Scale Face Image Retrieval and Attributes Prediction ICCV 2015
Face Video Retrieval With Image Query via Hashing Across Euclidean Space and Riemannian Manifold CVPR 2015
Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition With Image Sets CVPR 2015
Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition CVPR 2015
Projection Metric Learning on Grassmann Manifold With Application to Video Based Face Recognition CVPR 2015
Log-Euclidean Metric Learning on Symmetric Positive Definite Manifold with Application to Image Set Classification ICML 2015
Leveraging Datasets With Varying Annotations for Face Alignment via Deep Regression Network ICCV 2015
A Unified Multiplicative Framework for Attribute Learning ICCV 2015
Stacked Progressive Auto-Encoders (SPAE) for Face Recognition Across Poses CVPR 2014
Learning Expressionlets on Spatio-Temporal Manifold for Dynamic Facial Expression Recognition CVPR 2014
Self-Paced Learning with Diversity NIPS 2014
Generalized Unsupervised Manifold Alignment NIPS 2014
Adaptive Partial Differential Equation Learning for Visual Saliency Detection CVPR 2014
Learning Euclidean-to-Riemannian Metric for Point-to-Set Classification CVPR 2014
Cascaded Shape Space Pruning for Robust Facial Landmark Detection ICCV 2013
Coupling Alignments with Recognition for Still-to-Video Face Recognition ICCV 2013
Fusing Robust Face Region Descriptors via Multiple Metric Learning for Face Recognition in the Wild CVPR 2013