PPaperPicks

Junjun Jiang

38 papers at tracked venues · 31 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. Semantics and Content Matter: Towards Multi-Prior Hierarchical Mamba for Image Deraining
  2. Variation-Bounded Loss for Noise-Tolerant Learning
  3. Always Clear Depth: Robust Monocular Depth Estimation Under Adverse Weather
  4. Balancing Task-Invariant Interaction and Task-Specific Adaptation for Unified Image Fusion
  5. CALLIC: Content Adaptive Learning for Lossless Image Compression
  6. COB-GS: Clear Object Boundaries in 3DGS Segmentation Based on Boundary-Adaptive Gaussian Splitting
  7. ControlFusion: A Controllable Image Fusion Network with Language-Vision Degradation Prompts
  8. DashGaussian: Optimizing 3D Gaussian Splatting in 200 Seconds
  9. Debiased All-in-one Image Restoration with Task Uncertainty Regularization
  10. FUSE: Label-Free Image-Event Joint Monocular Depth Estimation via Frequency-Decoupled Alignment and Degradation-Robust Fusion
  11. Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning
  12. Joint Asymmetric Loss for Learning with Noisy Labels
  13. NTIRE 2025 Challenge on HR Depth from Images of Specular and Transparent Surfaces
  14. NTIRE 2025 Challenge on Real-World Face Restoration: Methods and Results
  15. Reframing Gaussian Splatting Densification with Complexity-Density Consistency of Primitives
  16. Robust Test-Time Adaptation for Single Image Denoising Using Deep Gaussian Prior
  17. Spatial Annealing for Efficient Few-shot Neural Rendering
  18. TRICKY 2025 Challenge on Monocular Depth from Images of Specular and Transparent Surfaces
  19. The Fourth Monocular Depth Estimation Challenge
  20. Unveiling the Depths: A Multi-Modal Fusion Framework for Challenging Scenarios
  21. $\epsilon$-Softmax: Approximating One-Hot Vectors for Mitigating Label Noise
  22. AFBench: A Large-scale Benchmark for Airfoil Design
  23. Compressed Depth Map Super-Resolution and Restoration: AIM 2024 Challenge Results
  24. Disentangled-Multimodal Privileged Knowledge Distillation for Depression Recognition with Incomplete Multimodal Data
  25. FMRNet: Image Deraining via Frequency Mutual Revision
  26. Harmony in Diversity: Improving All-in-One Image Restoration via Multi-Task Collaboration
  27. Improving Domain Generalization in Self-supervised Monocular Depth Estimation via Stabilized Adversarial Training
  28. Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration
  29. Low-Light Face Super-resolution via Illumination, Structure, and Texture Associated Representation
  30. MIPI 2024 Challenge on Few-shot RAW Image Denoising: Methods and Results
  31. OpticalDR: A Deep Optical Imaging Model for Privacy-Protective Depression Recognition
  32. SDGE: Stereo Guided Depth Estimation for 360°Camera Sets
  33. TRICKY 2024 Challenge on Monocular Depth from Images of Specular and Transparent Surfaces
  34. The Third Monocular Depth Estimation Challenge
  35. Thermal Image Super-Resolution Challenge Results - PBVS 2024
  36. Variance-enlarged Poisson Learning for Graph-based Semi-Supervised Learning with Extremely Sparse Labeled Data
  37. Virtual Immunohistochemistry Staining for Histological Images Assisted by Weakly-supervised Learning
  38. Zero-Mean Regularized Spectral Contrastive Learning: Implicitly Mitigating Wrong Connections in Positive-Pair Graphs