| Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation | Sep 26, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Multi-Task Multi-Scale Contrastive Knowledge Distillation for Efficient Medical Image Segmentation | Jun 5, 2024 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics | May 19, 2017 | Deep LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Novel Class Discovery in Semantic Segmentation | Dec 3, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Multi-task Learning with 3D-Aware Regularization | Oct 2, 2023 | Depth EstimationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Video Object Segmentation with Adaptive Feature Bank and Uncertain-Region Refinement | Oct 15, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| NP-SemiSeg: When Neural Processes meet Semi-Supervised Semantic Segmentation | Aug 5, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Multi-View Radar Semantic Segmentation | Mar 30, 2021 | Autonomous Drivingobject-detection | CodeCode Available | 1 | 5 |
| Multi-task Visual Grounding with Coarse-to-Fine Consistency Constraints | Jan 12, 2025 | Image SegmentationReferring Expression | CodeCode Available | 1 | 5 |
| Video Semantic Segmentation with Distortion-Aware Feature Correction | Jun 18, 2020 | Image SegmentationOptical Flow Estimation | CodeCode Available | 1 | 5 |
| Multi-view Inverse Rendering for Large-scale Real-world Indoor Scenes | Nov 18, 2022 | Inverse RenderingMixed Reality | CodeCode Available | 1 | 5 |
| VIL-100: A New Dataset and A Baseline Model for Video Instance Lane Detection | Aug 19, 2021 | Autonomous DrivingLane Detection | CodeCode Available | 1 | 5 |
| DLA-Net: Learning Dual Local Attention Features for Semantic Segmentation of Large-Scale Building Facade Point Clouds | Jun 1, 2021 | 3D Semantic SegmentationDecoder | CodeCode Available | 1 | 5 |
| Document-level Relation Extraction as Semantic Segmentation | Jun 7, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| NucMM Dataset: 3D Neuronal Nuclei Instance Segmentation at Sub-Cubic Millimeter Scale | Jul 13, 2021 | Instance SegmentationRepresentation Learning | CodeCode Available | 1 | 5 |
| Learning Spatio-Appearance Memory Network for High-Performance Visual Tracking | Sep 21, 2020 | Object TrackingSegmentation | CodeCode Available | 1 | 5 |
| NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway Segmentation Pipeline | Mar 8, 2022 | Deep LearningImage Segmentation | CodeCode Available | 1 | 5 |
| MUSES: The Multi-Sensor Semantic Perception Dataset for Driving under Uncertainty | Jan 23, 2024 | Autonomous VehiclesObject Detection | CodeCode Available | 1 | 5 |
| Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations | Oct 26, 2022 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| MUXConv: Information Multiplexing in Convolutional Neural Networks | Mar 31, 2020 | Computational EfficiencyImage Classification | CodeCode Available | 1 | 5 |
| Object-level Geometric Structure Preserving for Natural Image Stitching | Feb 20, 2024 | Image StitchingObject | CodeCode Available | 1 | 5 |
| Disentangled Representations for Domain-generalized Cardiac Segmentation | Aug 26, 2020 | AnatomyCardiac Segmentation | CodeCode Available | 1 | 5 |
| Boundary-preserving Mask R-CNN | Jul 17, 2020 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| Disentangle then Parse: Night-time Semantic Segmentation with Illumination Disentanglement | Jan 1, 2023 | DisentanglementSegmentation | CodeCode Available | 1 | 5 |
| NASViT: Neural Architecture Search for Efficient Vision Transformers with Gradient Conflict aware Supernet Training | Sep 29, 2021 | Data AugmentationImage Classification | CodeCode Available | 1 | 5 |
| Vision-based Uneven BEV Representation Learning with Polar Rasterization and Surface Estimation | Jul 5, 2022 | GPUInstance Segmentation | CodeCode Available | 1 | 5 |
| Diverse Branch Block: Building a Convolution as an Inception-like Unit | Mar 24, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Diverse Image Synthesis from Semantic Layouts via Conditional IMLE | Nov 29, 2018 | Image GenerationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Disjoint Masking with Joint Distillation for Efficient Masked Image Modeling | Dec 31, 2022 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and Colonoscopy | Apr 22, 2021 | Colorectal Polyps CharacterizationInstrument Recognition | CodeCode Available | 1 | 5 |
| Boundary loss for highly unbalanced segmentation | Dec 17, 2018 | Brain Lesion Segmentation From MriIschemic Stroke Lesion Segmentation | CodeCode Available | 1 | 5 |
| 3rd Place Solution for PVUW2023 VSS Track: A Large Model for Semantic Segmentation on VSPW | Jun 4, 2023 | PositionSegmentation | CodeCode Available | 1 | 5 |
| Dispel Darkness for Better Fusion: A Controllable Visual Enhancer based on Cross-modal Conditional Adversarial Learning | Jan 1, 2024 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Bootstraping Clustering of Gaussians for View-consistent 3D Scene Understanding | Nov 29, 2024 | 3D geometry3DGS | CodeCode Available | 1 | 5 |
| DivergentNets: Medical Image Segmentation by Network Ensemble | Jul 1, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Dissecting Self-Supervised Learning Methods for Surgical Computer Vision | Jul 1, 2022 | Action Triplet RecognitionSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Distance Guided Channel Weighting for Semantic Segmentation | Apr 27, 2020 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| NeRD: Neural Representation of Distribution for Medical Image Segmentation | Mar 6, 2021 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| Not Just Learning from Others but Relying on Yourself: A New Perspective on Few-Shot Segmentation in Remote Sensing | Oct 19, 2023 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Boundary IoU: Improving Object-Centric Image Segmentation Evaluation | Mar 30, 2021 | Image SegmentationObject | CodeCode Available | 1 | 5 |
| Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual Grouping | Apr 17, 2023 | Motion SegmentationObject | CodeCode Available | 1 | 5 |
| Visiting the Invisible: Layer-by-Layer Completed Scene Decomposition | Apr 12, 2021 | Instance SegmentationScene Understanding | CodeCode Available | 1 | 5 |
| Bootstrapping Semantic Segmentation with Regional Contrast | Apr 9, 2021 | Contrastive LearningSegmentation | CodeCode Available | 1 | 5 |
| Neural Bootstrapper | Oct 2, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| DIVA-DAF: A Deep Learning Framework for Historical Document Image Analysis | Jan 20, 2022 | Deep LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| Neural Implicit Vision-Language Feature Fields | Mar 20, 2023 | Image SegmentationLanguage Modeling | CodeCode Available | 1 | 5 |
| Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach | Apr 17, 2024 | DecoderGeneralized Few-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| Visual Prompt Selection for In-Context Learning Segmentation | Jul 14, 2024 | DiversityImage Segmentation | CodeCode Available | 1 | 5 |
| Divergences in Color Perception between Deep Neural Networks and Humans | Sep 11, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Boundary Guided Context Aggregation for Semantic Segmentation | Oct 27, 2021 | Boundary DetectionSemantic Segmentation | CodeCode Available | 1 | 5 |
