| MegaDepth: Learning Single-View Depth Prediction from Internet Photos | Apr 2, 2018 | Depth EstimationDepth Prediction | CodeCode Available | 1 | 5 |
| Balancing Discriminability and Transferability for Source-Free Domain Adaptation | Jun 16, 2022 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation | Jul 21, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Balancing Logit Variation for Long-tailed Semantic Segmentation | Jun 3, 2023 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| Adaptive t-vMF Dice Loss for Multi-class Medical Image Segmentation | Jul 16, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Learning RGB-D Feature Embeddings for Unseen Object Instance Segmentation | Jul 30, 2020 | ClusteringInstance Segmentation | CodeCode Available | 1 | 5 |
| SU-SAM: A Simple Unified Framework for Adapting Segment Anything Model in Underperformed Scenes | Jan 31, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Deep learning for radar data exploitation of autonomous vehicle | Mar 15, 2022 | Autonomous DrivingDeep Learning | CodeCode Available | 1 | 5 |
| Depth-Assisted ResiDualGAN for Cross-Domain Aerial Images Semantic Segmentation | Aug 21, 2022 | Domain AdaptationSegmentation | CodeCode Available | 1 | 5 |
| Learning from Unlabelled Data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial Images | Apr 17, 2024 | Domain AdaptationEarth Observation | CodeCode Available | 1 | 5 |
| BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation | Jan 1, 2021 | Domain AdaptationSegmentation | CodeCode Available | 1 | 5 |
| Learning Fuzzy Clustering for SPECT/CT Segmentation via Convolutional Neural Networks | Apr 17, 2021 | ClusteringImage Segmentation | CodeCode Available | 1 | 5 |
| Learning Implicit Feature Alignment Function for Semantic Segmentation | Jun 17, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Memory-based Semantic Segmentation for Off-road Unstructured Natural Environments | Aug 12, 2021 | Autonomous DrivingSegmentation | CodeCode Available | 1 | 5 |
| BARS: A Benchmark for Airport Runway Segmentation | Oct 24, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Learning Inner-Group Relations on Point Clouds | Aug 27, 2021 | 3D Classification3D Point Cloud Classification | CodeCode Available | 1 | 5 |
| Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation Models | May 15, 2023 | 3D Object DetectionImage Captioning | CodeCode Available | 1 | 5 |
| Learning in the Frequency Domain | Feb 27, 2020 | channel selectionInstance Segmentation | CodeCode Available | 1 | 5 |
| Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2 | Nov 12, 2021 | Deep LearningInstance Segmentation | CodeCode Available | 1 | 5 |
| Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency | Feb 4, 2021 | Instance SegmentationMonocular Depth Estimation | CodeCode Available | 1 | 5 |
| Baseline Systems and Evaluation Metrics for Spatial Semantic Segmentation of Sound Scenes | Mar 28, 2025 | Audio TaggingSemantic Segmentation | CodeCode Available | 1 | 5 |
| Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation | Jan 1, 2021 | Semantic SegmentationUnsupervised Video Object Segmentation | CodeCode Available | 1 | 5 |
| Dense Unsupervised Learning for Video Segmentation | Nov 11, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Dense Siamese Network for Dense Unsupervised Learning | Mar 21, 2022 | Self-Supervised LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| Learning Object Bounding Boxes for 3D Instance Segmentation on Point Clouds | Jun 4, 2019 | 3D Instance SegmentationClustering | CodeCode Available | 1 | 5 |
| Learning Quality-aware Dynamic Memory for Video Object Segmentation | Jul 16, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Learning Object Depth from Camera Motion and Video Object Segmentation | Jul 11, 2020 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| Single Domain Generalization for LiDAR Semantic Segmentation | Jan 1, 2023 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 | 5 |
| Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation | Feb 8, 2021 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 | 5 |
| Learning Open-vocabulary Semantic Segmentation Models From Natural Language Supervision | Jan 22, 2023 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 | 5 |
| Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation | Mar 28, 2018 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| PaCa-ViT: Learning Patch-to-Cluster Attention in Vision Transformers | Mar 22, 2022 | Clusteringimage-classification | CodeCode Available | 1 | 5 |
| SeSame: Simple, Easy 3D Object Detection with Point-Wise Semantics | Mar 11, 2024 | 2D Object Detection3D Object Detection | CodeCode Available | 1 | 5 |
| Learning Dynamic Network Using a Reuse Gate Function in Semi-supervised Video Object Segmentation | Dec 21, 2020 | One-shot visual object segmentationSegmentation | CodeCode Available | 1 | 5 |
| Med-TTT: Vision Test-Time Training model for Medical Image Segmentation | Oct 3, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Leveraging Depth and Language for Open-Vocabulary Domain-Generalized Semantic Segmentation | Jun 11, 2025 | Autonomous DrivingDomain Generalization | CodeCode Available | 1 | 5 |
| Small but Mighty: Enhancing 3D Point Clouds Semantic Segmentation with U-Next Framework | Apr 3, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Small Object Few-shot Segmentation for Vision-based Industrial Inspection | Jul 31, 2024 | Anomaly DetectionFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| Learning Statistical Texture for Semantic Segmentation | Mar 6, 2021 | QuantizationSegmentation | CodeCode Available | 1 | 5 |
| MedVKAN: Efficient Feature Extraction with Mamba and KAN for Medical Image Segmentation | May 17, 2025 | Image SegmentationMamba | CodeCode Available | 1 | 5 |
| MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation | Mar 9, 2025 | Multi-modal image segmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Deeply supervised salient object detection with short connections | Nov 15, 2016 | Boundary DetectionObject | CodeCode Available | 1 | 5 |
| Learning the Pareto Front with Hypernetworks | Oct 8, 2020 | FairnessMultiobjective Optimization | CodeCode Available | 1 | 5 |
| L2B: Learning to Bootstrap Robust Models for Combating Label Noise | Feb 9, 2022 | Image ClassificationImage Segmentation | CodeCode Available | 1 | 5 |
| Med-Query: Steerable Parsing of 9-DoF Medical Anatomies with Query Embedding | Dec 5, 2022 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 | 5 |
| DeepMIM: Deep Supervision for Masked Image Modeling | Mar 15, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| SODAR: Segmenting Objects by DynamicallyAggregating Neighboring Mask Representations | Feb 15, 2022 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| Bridge the Points: Graph-based Few-shot Segment Anything Semantically | Oct 9, 2024 | Few-Shot Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Adaptive Superpixel for Active Learning in Semantic Segmentation | Mar 29, 2023 | Active LearningSegmentation | CodeCode Available | 1 | 5 |
| DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context Exchange | Aug 13, 2021 | Domain AdaptationSegmentation | CodeCode Available | 1 | 5 |
