Junjun Jiang

FBTA: Enabling Single-GPU End-to-End Gigapixel WSI Classification with Feature Bridging and Translation Alignment CVPR 2026 Reliev3R: Relieving Feed-forward 3D Reconstruction from Multi-View Geometric Annotations CVPR 2026 Semantics and Content Matter: Towards Multi-Prior Hierarchical Mamba for Image Deraining AAAI 2026 Variation-Bounded Loss for Noise-Tolerant Learning AAAI 2026 Always Clear Depth: Robust Monocular Depth Estimation Under Adverse Weather IJCAI 2025 Balancing Task-invariant Interaction and Task-specific Adaptation for Unified Image Fusion ICCV 2025 CALLIC: Content Adaptive Learning for Lossless Image Compression AAAI 2025 COB-GS: Clear Object Boundaries in 3DGS Segmentation Based on Boundary-Adaptive Gaussian Splitting CVPR 2025 DashGaussian: Optimizing 3D Gaussian Splatting in 200 Seconds CVPR 2025 Debiased All-in-one Image Restoration with Task Uncertainty Regularization AAAI 2025 Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning CVPR 2025 Joint Asymmetric Loss for Learning with Noisy Labels ICCV 2025 Robust Test-Time Adaptation for Single Image Denoising Using Deep Gaussian Prior ICCV 2025 Spatial Annealing for Efficient Few-shot Neural Rendering AAAI 2025 ε-Softmax: Approximating One-Hot Vectors for Mitigating Label Noise NeurIPS 2024 AFBench: A Large-scale Benchmark for Airfoil Design NeurIPS 2024 FMRNet: Image Deraining via Frequency Mutual Revision AAAI 2024 Improving Domain Generalization in Self-Supervised Monocular Depth Estimation via Stabilized Adversarial Training ECCV 2024 Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration AAAI 2024 Low-Light Face Super-resolution via Illumination, Structure, and Texture Associated Representation AAAI 2024 OpticalDR: A Deep Optical Imaging Model for Privacy-Protective Depression Recognition CVPR 2024 Variance-enlarged Poisson Learning for Graph-based Semi-Supervised Learning with Extremely Sparse Labeled Data ICLR 2024 Virtual Immunohistochemistry Staining for Histological Images Assisted by Weakly-supervised Learning CVPR 2024 Zero-Mean Regularized Spectral Contrastive Learning: Implicitly Mitigating Wrong Connections in Positive-Pair Graphs ICLR 2024 No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation ICML 2023 On the Dynamics Under the Unhinged Loss and Beyond JMLR 2023 Robust and Scalable Gaussian Process Regression and Its Applications CVPR 2023 Spatial-Frequency Mutual Learning for Face Super-Resolution CVPR 2023 DANet: Image Deraining via Dynamic Association Learning IJCAI 2022 Fusion from Decomposition: A Self-Supervised Decomposition Approach for Image Fusion ECCV 2022 Learning Towards The Largest Margins ICLR 2022 Local Surface Descriptor for Geometry and Feature Preserved Mesh Denoising AAAI 2022 Prototype-Anchored Learning for Learning with Imperfect Annotations ICML 2022 Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit Neural Representation CVPR 2022 Shadows Can Be Dangerous: Stealthy and Effective Physical-World Adversarial Attack by Natural Phenomenon CVPR 2022 SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-training for Spatial-Aware Visual Representations AAAI 2022 Spatial-Temporal Space Hand-in-Hand: Spatial-Temporal Video Super-Resolution via Cycle-Projected Mutual Learning CVPR 2022 Towards End-to-End Image Compression and Analysis with Transformers AAAI 2022 Unsupervised Domain Adaptation for Monocular 3D Object Detection via Self-Training ECCV 2022 Asymmetric Loss Functions for Learning with Noisy Labels ICML 2021 Learning With Noisy Labels via Sparse Regularization ICCV 2021 Omniscient Video Super-Resolution ICCV 2021 Physics-Based Iterative Projection Complex Neural Network for Phase Retrieval in Lensless Microscopy Imaging CVPR 2021 FusionDN: A Unified Densely Connected Network for Image Fusion AAAI 2020 Geometric Estimation via Robust Subspace Recovery ECCV 2020 Multi-Scale Progressive Fusion Network for Single Image Deraining CVPR 2020 Learning a Generative Model for Fusing Infrared and Visible Images via Conditional Generative Adversarial Network with Dual Discriminators IJCAI 2019 Progressive Fusion Video Super-Resolution Network via Exploiting Non-Local Spatio-Temporal Correlations ICCV 2019 Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination IJCAI 2018 Locality Preserving Matching IJCAI 2017 3D Action Recognition Using Multi-Temporal Depth Motion Maps and Fisher Vector IJCAI 2016 Scale-Adaptive Low-Resolution Person Re-Identification via Learning a Discriminating Surface IJCAI 2016