Jun Cheng

Dual-level Adapter Boosting Prompt-free Curvilinear Structure Segmentation CVPR 2026 Heterogeneous Complementary Distillation AAAI 2026 NOSE: Neural Olfactory-Semantic Embedding with Tri-Modal Orthogonal Contrastive Learning ACL 2026 Spectral-Geometric Neural Fields for Pose-Free LiDAR View Synthesis CVPR 2026 Debiased Distillation for Consistency Regularization AAAI 2025 Dual Correlation-aware Mamba for Microvascular Obstruction Identification in Non-contrast Cine Cardiac Magnetic Resonance MICCAI 2025 EchoONE: Segmenting Multiple Echocardiography Planes in One Model CVPR 2025 Evidential Learning-based Certainty Estimation for Robust Dense Feature Matching ICLR 2025 Human-Imperceptible, Machine-Recognizable Images IJCAI 2025 Improving OCTA Imaging through Cross-Domain Adaptation: A Noise-Guided Framework Using Intralipid-Enhanced Rat Data MICCAI 2025 Intra- and Cross-View Enhancement for OCTA Imaging MICCAI 2025 Local Dense Logit Relations for Enhanced Knowledge Distillation ICCV 2025 Rectification-specific Supervision and Constrained Estimator for Online Stereo Rectification CVPR 2025 Robust Incomplete-Modality Alignment for Ophthalmic Disease Grading and Diagnosis via Labeled Optimal Transport MICCAI 2025 Spatiotemporal-Sensitive Network for Microvascular Obstruction Segmentation from Cine Cardiac Magnetic Resonance MICCAI 2025 Task-Aware Clustering for Prompting Vision-Language Models CVPR 2025 Uncertainty Aware Interest Point Detection and Description WACV 2025 Coarse-Grained Mask Regularization for Microvascular Obstruction Identification from non-contrast Cardiac Magnetic Resonance MICCAI 2024 Compensate Quantization Errors: Make Weights Hierarchical to Compensate Each Other NAACL 2024 Diffusion Priors for Variational Likelihood Estimation and Image Denoising NeurIPS 2024 HeartBeat: Towards Controllable Echocardiography Video Synthesis with Multimodal Conditions-Guided Diffusion Models MICCAI 2024 Learning Intra-view and Cross-view Geometric Knowledge for Stereo Matching CVPR 2024 OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding ECCV 2024 SuperJunction: Learning-Based Junction Detection for Retinal Image Registration AAAI 2024 Transfer CLIP for Generalizable Image Denoising CVPR 2024 Class-Aware Patch Embedding Adaptation for Few-Shot Image Classification ICCV 2023 ELFNet: Evidential Local-global Fusion for Stereo Matching ICCV 2023 Reject Decoding via Language-Vision Models for Text-to-Image Synthesis AAAI 2023 Score Priors Guided Deep Variational Inference for Unsupervised Real-World Single Image Denoising ICCV 2023 Spectral Bayesian Uncertainty for Image Super-Resolution CVPR 2023 Text-to-Image Synthesis Based on Object-Guided Joint-Decoding Transformer CVPR 2022 Multi-Level Graph Encoding with Structural-Collaborative Relation Learning for Skeleton-Based Person Re-Identification IJCAI 2021 Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images ECCV 2020 RiFeGAN: Rich Feature Generation for Text-to-Image Synthesis From Prior Knowledge CVPR 2020 Self-Supervised Gait Encoding with Locality-Aware Attention for Person Re-Identification IJCAI 2020 A Deep Step Pattern Representation for Multimodal Retinal Image Registration ICCV 2019 Collect and Select: Semantic Alignment Metric Learning for Few-Shot Learning ICCV 2019 Embedded Block Residual Network: A Recursive Restoration Model for Single-Image Super-Resolution ICCV 2019 Topology Reconstruction of Tree-Like Structure in Images via Structural Similarity Measure and Dominant Set Clustering CVPR 2019 A Low-Dimensional Step Pattern Analysis Algorithm With Application to Multimodal Retinal Image Registration CVPR 2015