← Authors

Shenghua Gao

60 papers · 2013–2026 · 9 conferences · across top CS/AI conferences

Achievements

πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (83) 🐝 Cross-Pollinator (15) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌈 Renaissance Researcher (9) 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (12) 🏠 Conference Loyalist (29) 🌟 Keyword Trendsetter Combo (3) πŸ”¬ Deep Specialist (11) 🀝 Dynamic Duo (16) πŸ† Keyword Champion (2) ⚑ Prolific Year (7) πŸ”₯ Unstoppable (10) πŸ—ƒοΈ Keyword Collector (251) πŸ’Ž Century Club (58) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter

Conferences

CVPR (29) AAAI (7) ECCV (7) ICCV (6) ICLR (3) IJCAI (3) NIPS (2) WACV (2) MICCAI (1)

Top co-authors

Weixin Luo (16) Dongze Lian (15) Yanyu Xu (12) Wen Liu (9) Jia Zheng (7) Zhengxin Li (7) Zehao Yu (5) Jiale Xu (5) Jing Li (5) Jingyi Yu (5)

Keywords

convolutional neural network (8) depth estimation (7) 3d reconstruction (5) object detection (4) self-supervised learning (4) crowd counting (3) generative adversarial network (3) scene understanding (3) novel view synthesis (3) anomaly detection (3) object localization (2) video understanding (2) semantic segmentation (2) multi-task learning (2) conditional generation (2) video anomaly detection (2) knowledge distillation (2) image classification (2) point cloud (2) image restoration (2)

Papers

LongSplat: Online Generalizable 3D Gaussian Splatting from Long Sequence Images AAAI 2026
Seeing from Another Perspective: Evaluating Multi-View Understanding in MLLMs AAAI 2026
3D StreetUnveiler with Semantic-aware 2DGS - a simple baseline ICLR 2025
MLLM-Tool: A Multimodal Large Language Model for Tool Agent Learning WACV 2025
Intra- and Cross-View Enhancement for OCTA Imaging MICCAI 2025
FreeSplatter: Pose-free Gaussian Splatting for Sparse-view 3D Reconstruction ICCV 2025
HERA: Hybrid Explicit Representation for Ultra-Realistic Head Avatars CVPR 2025
Multi-Sensor Object Anomaly Detection: Unifying Appearance, Geometry, and Internal Properties CVPR 2025
Scaling Mesh Generation via Compressive Tokenization CVPR 2025
TSP-Transformer: Task-Specific Prompts Boosted Transformer for Holistic Scene Understanding WACV 2024
MeshSegmenter: Zero-Shot Mesh Segmentation via Texture Synthesis ECCV 2024
Towards Scalable 3D Anomaly Detection and Localization: A Benchmark via 3D Anomaly Synthesis and A Self-Supervised Learning Network CVPR 2024
PlaneDepth: Self-Supervised Depth Estimation via Orthogonal Planes CVPR 2023
Lifelong Person Re-identification via Knowledge Refreshing and Consolidation AAAI 2023
Weakly Supervised Video Representation Learning With Unaligned Text for Sequential Videos CVPR 2023
Dream3D: Zero-Shot Text-to-3D Synthesis Using 3D Shape Prior and Text-to-Image Diffusion Models CVPR 2023
Michelangelo: Conditional 3D Shape Generation based on Shape-Image-Text Aligned Latent Representation NIPS 2023
LivelySpeaker: Towards Semantic-Aware Co-Speech Gesture Generation ICCV 2023
DearKD: Data-Efficient Early Knowledge Distillation for Vision Transformers CVPR 2022
UNIF: United Neural Implicit Functions for Clothed Human Reconstruction and Animation ECCV 2022
AS-MLP: An Axial Shifted MLP Architecture for Vision ICLR 2022
TransRAC: Encoding Multi-Scale Temporal Correlation With Transformers for Repetitive Action Counting CVPR 2022
SVIP: Sequence VerIfication for Procedures in Videos CVPR 2022
Crowd Counting With Partial Annotations in an Image ICCV 2021
Appearance-Motion Memory Consistency Network for Video Anomaly Detection AAAI 2021
KGDet: Keypoint-Guided Fashion Detection AAAI 2021
Amodal Segmentation Based on Visible Region Segmentation and Shape Prior AAAI 2021
Look Before You Leap: Learning Landmark Features for One-Stage Visual Grounding CVPR 2021
Layout-Guided Novel View Synthesis From a Single Indoor Panorama CVPR 2021
Prior Based Human Completion CVPR 2021
Learning To Recommend Frame for Interactive Video Object Segmentation in the Wild CVPR 2021
Speech Drives Templates: Co-Speech Gesture Synthesis With Learned Templates ICCV 2021
Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement CVPR 2020
Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling ECCV 2020
Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images ECCV 2020
PΒ²Net: Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation ECCV 2020
SIRI: Spatial Relation Induced Network For Spatial Description Resolution NIPS 2020
Towards Fast Adaptation of Neural Architectures with Meta Learning ICLR 2020
Geometric Structure Based and Regularized Depth Estimation From 360 Indoor Imagery CVPR 2020
Single-Image Piece-Wise Planar 3D Reconstruction via Associative Embedding CVPR 2019
PPGNet: Learning Point-Pair Graph for Line Segment Detection CVPR 2019
Local to Global Learning: Gradually Adding Classes for Training Deep Neural Networks CVPR 2019
Density Map Regression Guided Detection Network for RGB-D Crowd Counting and Localization CVPR 2019
Margin Learning Embedded Prediction for Video Anomaly Detection with A Few Anomalies IJCAI 2019
Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis ICCV 2019
RGBD Based Gaze Estimation via Multi-Task CNN AAAI 2019
Face Aging With Identity-Preserved Conditional Generative Adversarial Networks CVPR 2018
Future Frame Prediction for Anomaly Detection – A New Baseline CVPR 2018
Gaze Prediction in Dynamic 360Β° Immersive Videos CVPR 2018
Evaluating Capability of Deep Neural Networks for Image Classification via Information Plane ECCV 2018
Encoding Crowd Interaction With Deep Neural Network for Pedestrian Trajectory Prediction CVPR 2018
Learning to Parse Wireframes in Images of Man-Made Environments CVPR 2018
Saliency Detection in 360Β° Videos ECCV 2018
Improving Training of Deep Neural Networks via Singular Value Bounding CVPR 2017
A Revisit of Sparse Coding Based Anomaly Detection in Stacked RNN Framework ICCV 2017
Locality Constrained Deep Supervised Hashing for Image Retrieval IJCAI 2017
Beyond Universal Saliency: Personalized Saliency Prediction with Multi-task CNN IJCAI 2017
Single-Image Crowd Counting via Multi-Column Convolutional Neural Network CVPR 2016
Progressively Parsing Interactional Objects for Fine Grained Action Detection CVPR 2016
Learning by Associating Ambiguously Labeled Images CVPR 2013