| AziNorm: Exploiting the Radial Symmetry of Point Cloud for Azimuth-Normalized 3D Perception | Mar 24, 2022 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Landmark-free Statistical Shape Modeling via Neural Flow Deformations | Sep 14, 2022 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model | Jun 16, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Language-Bridged Spatial-Temporal Interaction for Referring Video Object Segmentation | Jun 8, 2022 | DenoisingReferring Video Object Segmentation | CodeCode Available | 1 | 5 |
| MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image Segmentation | Jul 27, 2023 | Image SegmentationMedical Image Analysis | 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 |
| Adaptive t-vMF Dice Loss for Multi-class Medical Image Segmentation | Jul 16, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Backdoor Attacks for Remote Sensing Data with Wavelet Transform | Nov 15, 2022 | Backdoor Attackbackdoor defense | CodeCode Available | 1 | 5 |
| Background Activation Suppression for Weakly Supervised Object Localization and Semantic Segmentation | Sep 22, 2023 | ObjectObject Localization | CodeCode Available | 1 | 5 |
| Language Guided Domain Generalized Medical Image Segmentation | Apr 1, 2024 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| LaPE: Layer-adaptive Position Embedding for Vision Transformers with Independent Layer Normalization | Jan 1, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Laplacian2Mesh: Laplacian-Based Mesh Understanding | Feb 1, 2022 | Semantic SegmentationSurface Reconstruction | CodeCode Available | 1 | 5 |
| LaRa: Latents and Rays for Multi-Camera Bird's-Eye-View Semantic Segmentation | Jun 27, 2022 | Autonomous DrivingBird's-Eye View Semantic Segmentation | CodeCode Available | 1 | 5 |
| Large-batch Optimization for Dense Visual Predictions | Oct 20, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation | Apr 2, 2021 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| MaskingDepth: Masked Consistency Regularization for Semi-supervised Monocular Depth Estimation | Dec 21, 2022 | Data AugmentationDepth Estimation | CodeCode Available | 1 | 5 |
| Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation | Nov 29, 2023 | Data AugmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Large-scale 6D Object Pose Estimation Dataset for Industrial Bin-Picking | Dec 6, 2019 | 6D Pose Estimation using RGBInstance Segmentation | CodeCode Available | 1 | 5 |
| Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation | Jul 18, 2022 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| MCP-MedSAM: A Powerful Lightweight Medical Segment Anything Model Trained with a Single GPU in Just One Day | Dec 8, 2024 | GPUImage Segmentation | 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 |
| Large Separable Kernel Attention: Rethinking the Large Kernel Attention Design in CNN | Sep 4, 2023 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Extract Free Dense Labels from CLIP | Dec 2, 2021 | Novel ConceptsOpen Vocabulary Panoptic Segmentation | CodeCode Available | 1 | 5 |
| Deep Learning based Food Instance Segmentation using Synthetic Data | Jul 15, 2021 | Deep LearningInstance Segmentation | CodeCode Available | 1 | 5 |
| mc-BEiT: Multi-choice Discretization for Image BERT Pre-training | Mar 29, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| 1st Place Solution for the 5th LSVOS Challenge: Video Instance Segmentation | Aug 28, 2023 | Autonomous DrivingDenoising | CodeCode Available | 1 | 5 |
| Active Negative Loss: A Robust Framework for Learning with Noisy Labels | Dec 3, 2024 | Image SegmentationLearning with noisy labels | CodeCode Available | 1 | 5 |
| Latent Discriminant deterministic Uncertainty | Jul 20, 2022 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 | 5 |
| Learning Class-Agnostic Pseudo Mask Generation for Box-Supervised Semantic Segmentation | Mar 9, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Learning Fast and Robust Target Models for Video Object Segmentation | Feb 27, 2020 | One-shot visual object segmentationSegmentation | CodeCode Available | 1 | 5 |
| LayerCAM: Exploring Hierarchical Class Activation Maps for Localization | Jun 22, 2021 | ObjectObject Localization | CodeCode Available | 1 | 5 |
| Semi-Supervised Semantic Segmentation via Gentle Teaching Assistant | Jan 18, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Lawin Transformer: Improving Semantic Segmentation Transformer with Multi-Scale Representations via Large Window Attention | Jan 5, 2022 | Decoderimage-classification | CodeCode Available | 1 | 5 |
| LAVT: Language-Aware Vision Transformer for Referring Image Segmentation | Dec 4, 2021 | DecoderGeneralized Referring Expression Segmentation | CodeCode Available | 1 | 5 |
| Active Pointly-Supervised Instance Segmentation | Jul 23, 2022 | Active LearningInstance Segmentation | CodeCode Available | 1 | 5 |
| Leaf Only SAM: A Segment Anything Pipeline for Zero-Shot Automated Leaf Segmentation | May 16, 2023 | Plant PhenotypingSemantic Segmentation | CodeCode Available | 1 | 5 |
| Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling | Jun 19, 2021 | DiagnosticImage Segmentation | CodeCode Available | 1 | 5 |
| Semi-supervised Semantic Segmentation with Prototype-based Consistency Regularization | Oct 10, 2022 | DiversitySemantic Segmentation | CodeCode Available | 1 | 5 |
| Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans | Apr 19, 2023 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks | Oct 14, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Bag of Tricks for Image Classification with Convolutional Neural Networks | Dec 4, 2018 | Domain GeneralizationGeneral Classification | CodeCode Available | 1 | 5 |
| DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting | Dec 2, 2021 | Image-text matchingInstance Segmentation | CodeCode Available | 1 | 5 |
| Learn from Foundation Model: Fruit Detection Model without Manual Annotation | Nov 25, 2024 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| SeMLaPS: Real-time Semantic Mapping with Latent Prior Networks and Quasi-Planar Segmentation | Jun 28, 2023 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Balanced Energy Regularization Loss for Out-of-distribution Detection | Jun 18, 2023 | Classificationimage-classification | CodeCode Available | 1 | 5 |
| Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning | Oct 5, 2022 | Autonomous DrivingDomain Adaptation | 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 |
| Learning at a Glance: Towards Interpretable Data-limited Continual Semantic Segmentation via Semantic-Invariance Modelling | Jul 22, 2024 | Continual Semantic SegmentationContrastive Learning | CodeCode Available | 1 | 5 |
| Balanced Meta-Softmax for Long-Tailed Visual Recognition | Jul 21, 2020 | General ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
| Dense Dilated Convolutions Merging Network for Land Cover Classification | Mar 9, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
