| Memory-aided Contrastive Consensus Learning for Co-salient Object Detection | Feb 28, 2023 | Co-Salient Object Detectionobject-detection | CodeCode Available | 4 |
| GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector | May 30, 2022 | Co-Salient Object DetectionObject | CodeCode Available | 4 |
| SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation | Aug 16, 2024 | Image SegmentationMarine Animal Segmentation | CodeCode Available | 3 |
| Revisiting Image Pyramid Structure for High Resolution Salient Object Detection | Sep 20, 2022 | Dichotomous Image SegmentationObject Detection | CodeCode Available | 3 |
| U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection | May 18, 2020 | Dichotomous Image SegmentationGPU | CodeCode Available | 3 |
| Seg-R1: Segmentation Can Be Surprisingly Simple with Reinforcement Learning | Jun 27, 2025 | Foreground Segmentationobject-detection | CodeCode Available | 2 |
| FOCUS: Towards Universal Foreground Segmentation | Jan 9, 2025 | Camouflaged Object SegmentationDefocus Blur Detection | CodeCode Available | 2 |
| Samba: A Unified Mamba-based Framework for General Salient Object Detection | Jan 1, 2025 | Mambaobject-detection | CodeCode Available | 2 |
| Multi-Scale and Detail-Enhanced Segment Anything Model for Salient Object Detection | Aug 8, 2024 | object-detectionObject Detection | CodeCode Available | 2 |
| Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale Dataset | Jun 10, 2024 | Instance SegmentationSalient Object Detection | CodeCode Available | 2 |
| DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation | Sep 18, 2023 | 3D geometryDecoder | CodeCode Available | 2 |
| Explicit Visual Prompting for Universal Foreground Segmentations | May 29, 2023 | Camouflaged Object SegmentationDefocus Blur Detection | CodeCode Available | 2 |
| Explicit Visual Prompting for Low-Level Structure Segmentations | Mar 20, 2023 | Camouflaged Object SegmentationDefocus Blur Detection | CodeCode Available | 2 |
| A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection | Mar 9, 2022 | Co-Salient Object Detectionobject-detection | CodeCode Available | 2 |
| Lightweight RGB-D Salient Object Detection from a Speed-Accuracy Tradeoff Perspective | May 7, 2025 | object-detectionObject Detection | CodeCode Available | 1 |
| Visual Consensus Prompting for Co-Salient Object Detection | Apr 19, 2025 | Co-Salient Object Detectionobject-detection | CodeCode Available | 1 |
| Uncertainty Guided Refinement for Fine-Grained Salient Object Detection | Apr 13, 2025 | object-detectionObject Detection | CodeCode Available | 1 |
| Hyperspectral Remote Sensing Images Salient Object Detection: The First Benchmark Dataset and Baseline | Apr 3, 2025 | object-detectionObject Detection | CodeCode Available | 1 |
| Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation | Jan 14, 2025 | Objectobject-detection | CodeCode Available | 1 |
| Seamless Detection: Unifying Salient Object Detection and Camouflaged Object Detection | Dec 22, 2024 | DecoderObject | CodeCode Available | 1 |
| Alignment-Free RGB-T Salient Object Detection: A Large-scale Dataset and Progressive Correlation Network | Dec 19, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
| Deep Fourier-embedded Network for Bi-modal Salient Object Detection | Nov 27, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
| Efficient Fourier Filtering Network with Contrastive Learning for UAV-based Unaligned Bi-modal Salient Object Detection | Nov 6, 2024 | Contrastive Learningobject-detection | CodeCode Available | 1 |
| MambaSOD: Dual Mamba-Driven Cross-Modal Fusion Network for RGB-D Salient Object Detection | Oct 19, 2024 | Mambaobject-detection | CodeCode Available | 1 |
| SSFam: Scribble Supervised Salient Object Detection Family | Sep 7, 2024 | DecoderObject | CodeCode Available | 1 |
| Adapting Segment Anything Model to Multi-modal Salient Object Detection with Semantic Feature Fusion Guidance | Aug 27, 2024 | Decoderobject-detection | CodeCode Available | 1 |
| CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object Detection | Jul 9, 2024 | CoLALanguage Modeling | CodeCode Available | 1 |
| Dataset Enhancement with Instance-Level Augmentations | Jun 12, 2024 | Data AugmentationObject | CodeCode Available | 1 |
| Alignment-Free RGBT Salient Object Detection: Semantics-guided Asymmetric Correlation Network and A Unified Benchmark | Jun 3, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
| Learning Adaptive Fusion Bank for Multi-modal Salient Object Detection | Jun 3, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
| MINet: Multi-scale Interactive Network for Real-time Salient Object Detection of Strip Steel Surface Defects | May 25, 2024 | CPUDefect Detection | CodeCode Available | 1 |
| Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection | May 16, 2024 | Objectobject-detection | CodeCode Available | 1 |
| Quality-aware Selective Fusion Network for V-D-T Salient Object Detection | May 13, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
| Unified Unsupervised Salient Object Detection via Knowledge Transfer | Apr 23, 2024 | Objectobject-detection | CodeCode Available | 1 |
| A Simple yet Effective Network based on Vision Transformer for Camouflaged Object and Salient Object Detection | Feb 29, 2024 | Objectobject-detection | CodeCode Available | 1 |
| Spectrum-driven Mixed-frequency Network for Hyperspectral Salient Object Detection | Dec 2, 2023 | object-detectionObject Detection | CodeCode Available | 1 |
| Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning | Dec 1, 2023 | Decoderobject-detection | CodeCode Available | 1 |
| Unified-modal Salient Object Detection via Adaptive Prompt Learning | Nov 28, 2023 | object-detectionObject Detection | CodeCode Available | 1 |
| VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt Learning | Nov 25, 2023 | DecoderModel Optimization | CodeCode Available | 1 |
| Salient Object Detection in RGB-D Videos | Oct 24, 2023 | AttributeObject | CodeCode Available | 1 |
| Salient Object Detection in Optical Remote Sensing Images Driven by Transformer | Sep 15, 2023 | object-detectionObject Detection | CodeCode Available | 1 |
| M^3Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection | Sep 15, 2023 | object-detectionObject Detection | CodeCode Available | 1 |
| Zero-Shot Co-salient Object Detection Framework | Sep 11, 2023 | Co-Salient Object DetectionObject | CodeCode Available | 1 |
| Recurrent Multi-scale Transformer for High-Resolution Salient Object Detection | Aug 7, 2023 | 2k8k | CodeCode Available | 1 |
| ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary Transformer | Jul 23, 2023 | Change DetectionCrowd Counting | CodeCode Available | 1 |
| Mutual Information Regularization for Weakly-supervised RGB-D Salient Object Detection | Jun 6, 2023 | Objectobject-detection | CodeCode Available | 1 |
| DC-Net: Divide-and-Conquer for Salient Object Detection | May 24, 2023 | DecoderObject | CodeCode Available | 1 |
| Advancing Referring Expression Segmentation Beyond Single Image | May 21, 2023 | Co-Salient Object DetectionObject | CodeCode Available | 1 |
| An Interactively Reinforced Paradigm for Joint Infrared-Visible Image Fusion and Saliency Object Detection | May 17, 2023 | Infrared And Visible Image Fusionobject-detection | CodeCode Available | 1 |
| Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection | Apr 30, 2023 | Computational EfficiencyCo-Salient Object Detection | CodeCode Available | 1 |
