% Key papers for RGB-D salient object detection (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2019_a_13790,
  title = {{A Simple Pooling-Based Design for Real-Time Salient Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2019_cascaded_13926,
  title = {{Cascaded Partial Decoder for Fast and Accurate Salient Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2019_contrast_13971,
  title = {{Contrast Prior and Fluid Pyramid Integration for RGBD Salient Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2018_progressively_13490,
  title = {{Progressively Complementarity-Aware Fusion Network for RGB-D Salient Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Chen_Progressively_Complementarity-Aware_Fusion_CVPR_2018_paper.html},
}

@inproceedings{cvpr2020_jl_15715,
  title = {{JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2020_learning_15781,
  title = {{Learning Selective Self-Mutual Attention for RGB-D Saliency Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2016_real_11790,
  title = {{Real-Time Salient Object Detection With a Minimum Spanning Tree}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
}

@inproceedings{cvpr2021_uncertainty_18069,
  title = {{Uncertainty-Aware Joint Salient Object and Camouflaged Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2021_calibrated_16683,
  title = {{Calibrated RGB-D Salient Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2020_a2dele_15091,
  title = {{A2dele: Adaptive and Attentive Depth Distiller for Efficient RGB-D Salient Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2020_select_16197,
  title = {{Select, Supplement and Focus for RGB-D Saliency Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2016_local_11684,
  title = {{Local Background Enclosure for RGB-D Salient Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
}

@inproceedings{aaai2023_high_3840,
  title = {{High-Resolution Iterative Feedback Network for Camouflaged Object Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25167},
}

@inproceedings{cvpr2021_deep_16831,
  title = {{Deep RGB-D Saliency Detection With Depth-Sensitive Attention and Automatic Multi-Modal Fusion}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{aaai2021_locate_945,
  title = {{Locate Globally, Segment Locally: A Progressive Architecture With Knowledge Review Network for Salient Object Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/03004-locate-globally-segment-locally-a-progressive-architecture-with-knowledge-review-network-for-salient-object-detection/},
}

@inproceedings{aaai2021_pyramidal_1213,
  title = {{Pyramidal Feature Shrinking for Salient Object Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/02311-pyramidal-feature-shrinking-for-salient-object-detection/},
}

@inproceedings{aaai2021_rgb_1226,
  title = {{RGB-D Salient Object Detection via 3D Convolutional Neural Networks}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/01063-rgb-d-salient-object-detection-via-3d-convolutional-neural-networks/},
}

@inproceedings{cvpr2023_pixels_21873,
  title = {{Pixels, Regions, and Objects: Multiple Enhancement for Salient Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21981},
}

@inproceedings{cvpr2018_revisiting_13534,
  title = {{Revisiting Salient Object Detection: Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Islam_Revisiting_Salient_Object_CVPR_2018_paper.html},
}

@inproceedings{cvpr2016_unconstrained_11944,
  title = {{Unconstrained Salient Object Detection via Proposal Subset Optimization}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
}

@inproceedings{iclr2024_dformer_34957,
  title = {{DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18117},
}

@inproceedings{cvpr2025_samba_27566,
  title = {{Samba: A Unified Mamba-based Framework for General Salient Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32797},
}

@inproceedings{aaai2025_waterdiffusion_11270,
  title = {{WaterDiffusion: Learning a Prior-involved Unrolling Diffusion for Joint Underwater Saliency Detection and Visual Restoration}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32196},
}

@inproceedings{aaai2025_smr_10618,
  title = {{SMR-Net: Semantic-Guided Mutually Reinforcing Network for Cross-Modal Image Fusion and Salient Object Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32933},
}

@inproceedings{aaai2024_seqrank_7320,
  title = {{SeqRank: Sequential Ranking of Salient Objects}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/27964},
}

@inproceedings{aaai2025_dimsod_8719,
  title = {{DiMSOD: A Diffusion-Based Framework for Multi-Modal Salient Object Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33096},
}

@inproceedings{aaai2026_breaking_100752,
  title = {{Breaking Alignment Barriers: TPS-Driven Semantic Correlation Learning for Alignment-Free RGB-T Salient Object Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/42492},
}

@inproceedings{icml2024_size_43426,
  title = {{Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/35026},
}

@inproceedings{aaai2025_hsod_9394,
  title = {{HSOD-BIT-V2: A Challenging Benchmark for Hyperspectral Salient Object Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32711},
}

@inproceedings{cvpr2026_tf_95884,
  title = {{TF-SSD: A Strong Pipeline via Synergic Mask Filter for Training-free Co-salient Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/He_TF-SSD_A_Strong_Pipeline_via_Synergic_Mask_Filter_for_Training-free_CVPR_2026_paper.html},
}

@inproceedings{cvpr2026_explaining_98831,
  title = {{Explaining Object Detectors via Collective Contribution of Pixels}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Yamauchi_Explaining_Object_Detectors_via_Collective_Contribution_of_Pixels_CVPR_2026_paper.html},
}

@inproceedings{aaai2026_simplediffusion_105516,
  title = {{SimpleDiffusion: A Lightweight and Efficient Conditional Diffusion Model for Multi-Modal Salient Object Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/38272},
}

@inproceedings{icml2024_esnet_44437,
  title = {{ESNet: Evolution and Succession Network for High-Resolution Salient Object Detection}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/34015},
}

@inproceedings{icml2026_hamiltonian_51125,
  title = {{Hamiltonian Asymmetric Fusion: One-Way Safe Directed Refinement under Modality Imbalance}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=Iv8D6q1gQL},
}

@inproceedings{iclr2025_reveal_81372,
  title = {{Reveal Object in Lensless Photography via Region Gaze and Amplification}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/30401},
}

@inproceedings{iclr2026_s3od_86504,
  title = {{S3OD: Towards Generalizable Salient Object Detection with Synthetic Data}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=QdCp9VTOlO},
}

@inproceedings{cvpr2026_distribution_96554,
  title = {{Distribution-Aligned Multimodal Fusion for Robust Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Hao_Distribution-Aligned_Multimodal_Fusion_for_Robust_Object_Detection_CVPR_2026_paper.html},
}

@inproceedings{cvpr2026_uncertainty_98362,
  title = {{Uncertainty-Aware Modality Fusion for Unaligned RGB-T Salient Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Wang_Uncertainty-Aware_Modality_Fusion_for_Unaligned_RGB-T_Salient_Object_Detection_CVPR_2026_paper.html},
}

@inproceedings{cvpr2026_bdnet_98611,
  title = {{BDNet:Bio-Inspired Dual-Backbone Small Object Detection Network}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Guan_BDNetBio-Inspired_Dual-Backbone_Small_Object_Detection_Network_CVPR_2026_paper.html},
}

@inproceedings{cvpr2026_m4_98777,
  title = {{M4-SAM: Multi-Modal Mixture-of-Experts with Memory-Augmented SAM for RGB-D Video Salient Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Liu_M4-SAM_Multi-Modal_Mixture-of-Experts_with_Memory-Augmented_SAM_for_RGB-D_Video_Salient_CVPR_2026_paper.html},
}