Junjun Jiang

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