← Authors

Pheng-Ann Heng

77 papers · 2016–2026 · 13 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (13) πŸƒ Academic Marathon (9) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (9) πŸ—ΊοΈ Taxonomy Completionist (108) 🧬 Topic Evolution 🀝 Dynamic Duo (22) πŸ† Grand Slam πŸ”₯ Unstoppable (10) πŸ—ƒοΈ Keyword Collector (282) πŸ’Ž Century Club (75) ⚑ Prolific Year (6) πŸš€ Conference Pioneer

Conferences

CVPR (19) MICCAI (13) ICCV (11) AAAI (10) ECCV (6) IJCAI (5) NIPS (5) ICML (2) WACV (2) ACL (1) EMNLP (1) ICLR (1) NAACL (1)

Top co-authors

Chi-Wing Fu (23) Xiaowei Hu (16) Guangyong Chen (15) LEI ZHU (9) Jing Qin (9) Qi Dou (9) Hao Chen (7) Cheng Chen (7) Donghao Zhou (7) Xianzhi Li (7)

Keywords

convolutional neural network (6) medical image segmentation (5) point cloud (5) surface reconstruction (4) image segmentation (4) semantic segmentation (4) multi-task learning (3) large language model (3) generative adversarial network (3) contrastive learning (3) 3d reconstruction (3) shadow detection (3) instance segmentation (3) adversarial learning (3) image restoration (3) attention mechanism (2) knowledge distillation (2) self-supervised learning (2) object detection (2) medical imaging (2)

Papers

IdentityStory: Taming Your Identity-Preserving Generator for Human-Centric Story Generation AAAI 2026
SurgPub-Video: A Comprehensive Surgical Video Framework for Enhanced Surgical Intelligence in Vision-Language Model AAAI 2026
Rethinking End-to-End 2D to 3D Scene Segmentation in Gaussian Splatting CVPR 2025
Fast Image Super-Resolution via Consistency Rectified Flow ICCV 2025
Topology-Constrained Learning for Efficient Laparoscopic Liver Landmark Detection MICCAI 2025
Sequence-Independent Continual Test-Time Adaptation with Mixture of Incremental Experts for Cross-Domain Segmentation MICCAI 2025
Surgical Workflow Recognition and Blocking Effectiveness Detection in Laparoscopic Liver Resection with Pringle Maneuver AAAI 2025
MM-Mixing: Multi-Modal Mixing Alignment for 3D Understanding AAAI 2025
SciVerse: Unveiling the Knowledge Comprehension and Visual Reasoning of LMMs on Multi-modal Scientific Problems ACL 2025
Medical Large Vision Language Models with Multi-Image Visual Ability MICCAI 2025
ClipGS: Clippable Gaussian Splatting for Interactive Cinematic Visualization of Volumetric Medical Data MICCAI 2025
MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models IJCAI 2025
UniHOPE: A Unified Approach for Hand-Only and Hand-Object Pose Estimation CVPR 2025
EchoTraffic: Enhancing Traffic Anomaly Understanding with Audio-Visual Insights CVPR 2025
Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement Learning NIPS 2024
Neural P$^3$M: A Long-Range Interaction Modeling Enhancer for Geometric GNNs NIPS 2024
Weakly-supervised Medical Image Segmentation with Gaze Annotations MICCAI 2024
Tri-modal Confluence with Temporal Dynamics for Scene Graph Generation in Operating Rooms MICCAI 2024
Noise Level Adaptive Diffusion Model for Robust Reconstruction of Accelerated MRI MICCAI 2024
FM-OSD: Foundation Model-Enabled One-Shot Detection of Anatomical Landmarks MICCAI 2024
Epicardium Prompt-guided Real-time Cardiac Ultrasound Frame-to-volume Registration MICCAI 2024
Depth-Driven Geometric Prompt Learning for Laparoscopic Liver Landmark Detection MICCAI 2024
PCF-Lift: Panoptic Lifting by Probabilistic Contrastive Fusion ECCV 2024
Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models ECCV 2024
SSP: Semi-Signed Prioritized Neural Fitting for Surface Reconstruction From Unoriented Point Clouds WACV 2024
DPPMask: Masked Image Modeling With Determinantal Point Processes WACV 2024
Unveiling the Generalization Power of Fine-Tuned Large Language Models NAACL 2024
Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation MICCAI 2024
Comprehensive Generative Replay for Task-Incremental Segmentation with Concurrent Appearance and Semantic Forgetting MICCAI 2024
Coarse-to-Fine Latent Diffusion Model for Glaucoma Forecast on Sequential Fundus Images MICCAI 2024
Sample-Efficient Multiagent Reinforcement Learning with Reset Replay ICML 2024
LoRAExit: Empowering Dynamic Modulation of LLMs in Resource-limited Settings using Low-rank Adapters EMNLP 2024
RepMode: Learning to Re-Parameterize Diverse Experts for Subcellular Structure Prediction CVPR 2023
Prototypical Variational Autoencoder for 3D Few-shot Object Detection NIPS 2023
Class-Conditional Sharpness-Aware Minimization for Deep Long-Tailed Recognition CVPR 2023
On the Pitfall of Mixup for Uncertainty Calibration CVPR 2023
Video Dehazing via a Multi-Range Temporal Alignment Network With Physical Prior CVPR 2023
CauSSL: Causality-inspired Semi-supervised Learning for Medical Image Segmentation ICCV 2023
Traj-MAE: Masked Autoencoders for Trajectory Prediction ICCV 2023
Uncertainty Estimation by Fisher Information-based Evidential Deep Learning ICML 2023
Joint-MAE: 2D-3D Joint Masked Autoencoders for 3D Point Cloud Pre-training IJCAI 2023
Single-Domain Generalization in Medical Image Segmentation via Test-Time Adaptation from Shape Dictionary AAAI 2022
Acknowledging the Unknown for Multi-Label Learning with Single Positive Labels ECCV 2022
RePFormer: Refinement Pyramid Transformer for Robust Facial Landmark Detection IJCAI 2022
Transformer-based Working Memory for Multiagent Reinforcement Learning with Action Parsing NIPS 2022
Point Cloud Upsampling via Disentangled Refinement CVPR 2021
Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning ICCV 2021
Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning NIPS 2021
Robustness of Accuracy Metric and its Inspirations in Learning with Noisy Labels AAAI 2021
FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space CVPR 2021
Single-Stage Instance Shadow Detection With Bidirectional Relation Learning CVPR 2021
C3-SemiSeg: Contrastive Semi-Supervised Segmentation via Cross-Set Learning and Dynamic Class-Balancing ICCV 2021
Learning Semantic Context from Normal Samples for Unsupervised Anomaly Detection AAAI 2021
Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise AAAI 2021
Noise against noise: stochastic label noise helps combat inherent label noise ICLR 2021
PointAugment: An Auto-Augmentation Framework for Point Cloud Classification CVPR 2020
Instance Shadow Detection CVPR 2020
A Multi-Task Mean Teacher for Semi-Supervised Shadow Detection CVPR 2020
Towards Cross-Modality Medical Image Segmentation with Online Mutual Knowledge Distillation AAAI 2020
Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization ECCV 2020
Mask-ShadowGAN: Learning to Remove Shadows From Unpaired Data ICCV 2019
Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation AAAI 2019
Depth-Attentional Features for Single-Image Rain Removal CVPR 2019
Deep Multi-Model Fusion for Single-Image Dehazing ICCV 2019
PU-GAN: A Point Cloud Upsampling Adversarial Network ICCV 2019
Direction-Aware Spatial Context Features for Shadow Detection CVPR 2018
PU-Net: Point Cloud Upsampling Network CVPR 2018
Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection ECCV 2018
Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss IJCAI 2018
RΒ³Net: Recurrent Residual Refinement Network for Saliency Detection IJCAI 2018
EC-Net: an Edge-aware Point set Consolidation Network ECCV 2018
Cascaded Feature Network for Semantic Segmentation of RGB-D Images ICCV 2017
Joint Bi-Layer Optimization for Single-Image Rain Streak Removal ICCV 2017
A Non-Local Low-Rank Framework for Ultrasound Speckle Reduction CVPR 2017
Online Robust Image Alignment via Subspace Learning From Gradient Orientations ICCV 2017
DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation CVPR 2016
From Noise Modeling to Blind Image Denoising CVPR 2016