| 3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds | Apr 3, 2023 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers | Jun 18, 2021 | Data Augmentationimage-classification | CodeCode Available | 1 |
| HPTQ: Hardware-Friendly Post Training Quantization | Sep 19, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| Extract Free Dense Labels from CLIP | Dec 2, 2021 | Novel ConceptsOpen Vocabulary Panoptic Segmentation | CodeCode Available | 1 |
| Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation | Aug 8, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| HRFormer: High-Resolution Vision Transformer for Dense Predict | Dec 1, 2021 | Pose EstimationSemantic Segmentation | CodeCode Available | 1 |
| Delving into Crispness: Guided Label Refinement for Crisp Edge Detection | Jun 27, 2023 | Edge DetectionImage Segmentation | CodeCode Available | 1 |
| Amodal Intra-class Instance Segmentation: Synthetic Datasets and Benchmark | Mar 12, 2023 | Amodal Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes | Dec 24, 2018 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 |
| Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation | Nov 1, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| HS-ResNet: Hierarchical-Split Block on Convolutional Neural Network | Oct 15, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation | Mar 16, 2021 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning | May 12, 2018 | Autonomous DrivingDiversity | CodeCode Available | 1 |
| Delving Deep Into Many-to-Many Attention for Few-Shot Video Object Segmentation | Jun 19, 2021 | Meta-LearningSemantic Segmentation | CodeCode Available | 1 |
| Delving into Shape-aware Zero-shot Semantic Segmentation | Apr 17, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Humans need not label more humans: Occlusion Copy & Paste for Occluded Human Instance Segmentation | Oct 7, 2022 | Human Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds | Nov 16, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation | Jul 25, 2022 | Domain AdaptationPseudo Label | CodeCode Available | 1 |
| Delving Deeper into Anti-aliasing in ConvNets | Aug 21, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| HWA-UNETR: Hierarchical Window Aggregate UNETR for 3D Multimodal Gastric Lesion Segmentation | May 15, 2025 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation | Jun 16, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems | Mar 13, 2020 | Optical Flow EstimationSemantic Segmentation | CodeCode Available | 1 |
| Delving into the Cyclic Mechanism in Semi-supervised Video Object Segmentation | Oct 23, 2020 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 |
| DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting | Dec 2, 2021 | Image-text matchingInstance Segmentation | CodeCode Available | 1 |
| BenchCloudVision: A Benchmark Analysis of Deep Learning Approaches for Cloud Detection and Segmentation in Remote Sensing Imagery | Feb 21, 2024 | Body DetectionCloud Detection | CodeCode Available | 1 |
| Benchmarking and Analysis of Unsupervised Object Segmentation from Real-world Single Images | Dec 8, 2023 | BenchmarkingObject | CodeCode Available | 1 |
| Depth-aware Object Segmentation and Grasp Detection for Robotic Picking Tasks | Nov 22, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable Convolution | Sep 30, 2023 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
| HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation | Apr 9, 2018 | Brain Segmentationimage-classification | CodeCode Available | 1 |
| HyperionSolarNet: Solar Panel Detection from Aerial Images | Jan 6, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Benchmarking Large Vision-Language Models via Directed Scene Graph for Comprehensive Image Captioning | Dec 11, 2024 | AttributeBenchmarking | CodeCode Available | 1 |
| Benchmarking Multi-modal Semantic Segmentation under Sensor Failures: Missing and Noisy Modality Robustness | Mar 24, 2025 | BenchmarkingSemantic Segmentation | CodeCode Available | 1 |
| Adversarial Examples for Semantic Segmentation and Object Detection | Mar 24, 2017 | Adversarial Attackimage-classification | CodeCode Available | 1 |
| DeiSAM: Segment Anything with Deictic Prompting | Feb 21, 2024 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Deformable Mamba for Wide Field of View Segmentation | Nov 25, 2024 | DecoderMamba | CodeCode Available | 1 |
| Benchmarking Self-Supervised Learning on Diverse Pathology Datasets | Dec 9, 2022 | BenchmarkingClassification | CodeCode Available | 1 |
| Adversarial Dual-Student with Differentiable Spatial Warping for Semi-Supervised Semantic Segmentation | Mar 5, 2022 | Data AugmentationPseudo Label | CodeCode Available | 1 |
| Illumination-based Transformations Improve Skin Lesion Segmentation in Dermoscopic Images | Mar 23, 2020 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis | Jul 10, 2024 | Data AugmentationFew-Shot Learning | CodeCode Available | 1 |
| DeiT III: Revenge of the ViT | Apr 14, 2022 | Data Augmentationimage-classification | CodeCode Available | 1 |
| UVO Challenge on Video-based Open-World Segmentation 2021: 1st Place Solution | Oct 22, 2021 | Instance SegmentationOptical Flow Estimation | CodeCode Available | 1 |
| Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation | Mar 2, 2022 | Domain AdaptationScene Understanding | CodeCode Available | 1 |
| Deformable ConvNets v2: More Deformable, Better Results | Nov 27, 2018 | Instance SegmentationObject | CodeCode Available | 1 |
| A Robust Feature Downsampling Module for Remote Sensing Visual Tasks | Jun 1, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Deformable Convolutional Networks | Mar 17, 2017 | Object DetectionSemantic Segmentation | CodeCode Available | 1 |
| Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation | Apr 5, 2024 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| DeepVoxNet2: Yet another CNN framework | Nov 17, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Implementation of a perception system for autonomous vehicles using a detection-segmentation network in SoC FPGA | Jul 17, 2023 | Autonomous VehiclesCPU | CodeCode Available | 1 |
| BerDiff: Conditional Bernoulli Diffusion Model for Medical Image Segmentation | Apr 10, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object Segmentation | Nov 1, 2023 | 3D ReconstructionData Augmentation | CodeCode Available | 1 |
