| LineCounter: Learning Handwritten Text Line Segmentation by Counting | May 24, 2021 | Handwritten Text Recognitionobject-detection | CodeCode Available | 1 | 5 |
| Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery | Sep 1, 2022 | Domain AdaptationLand Cover Classification | CodeCode Available | 1 | 5 |
| Bridging Composite and Real: Towards End-to-end Deep Image Matting | Oct 30, 2020 | Image MattingSemantic Segmentation | CodeCode Available | 1 | 5 |
| Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation | Feb 7, 2018 | DecoderImage Classification | CodeCode Available | 1 | 5 |
| Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification | Dec 4, 2020 | Bayesian InferenceDecision Making Under Uncertainty | CodeCode Available | 1 | 5 |
| FreDSNet: Joint Monocular Depth and Semantic Segmentation with Fast Fourier Convolutions | Oct 4, 2022 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 | 5 |
| End-to-end Trainable Deep Neural Network for Robotic Grasp Detection and Semantic Segmentation from RGB | Jul 12, 2021 | Robotic GraspingSegmentation | CodeCode Available | 1 | 5 |
| End-to-End Referring Video Object Segmentation with Multimodal Transformers | Nov 29, 2021 | Inductive BiasInstance Segmentation | CodeCode Available | 1 | 5 |
| LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation | Apr 4, 2024 | Data AugmentationDecoder | CodeCode Available | 1 | 5 |
| Boundary-assisted Region Proposal Networks for Nucleus Segmentation | Jun 4, 2020 | Boundary DetectionInstance Segmentation | CodeCode Available | 1 | 5 |
| End-to-End Semi-Supervised Learning for Video Action Detection | Mar 8, 2022 | Action DetectionClassification Consistency | CodeCode Available | 1 | 5 |
| End-to-End Semi-Supervised Object Detection with Soft Teacher | Jun 16, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance Segmentation | Feb 7, 2024 | Contrastive LearningDenoising | CodeCode Available | 1 | 5 |
| Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation | Jul 14, 2023 | Adversarial AttackDeep Learning | CodeCode Available | 1 | 5 |
| LLMBind: A Unified Modality-Task Integration Framework | Feb 22, 2024 | AI AgentAudio Generation | CodeCode Available | 1 | 5 |
| End-to-End Video Instance Segmentation with Transformers | Nov 30, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| LM-Net: A Light-weight and Multi-scale Network for Medical Image Segmentation | Jan 7, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning | Feb 22, 2023 | Image SegmentationImage Super-Resolution | CodeCode Available | 1 | 5 |
| Boundary-Aware Network for Abdominal Multi-Organ Segmentation | Aug 29, 2022 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| An Elastic Interaction-Based Loss Function for Medical Image Segmentation | Jul 6, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Boundary-Aware Network for Kidney Parsing | Aug 29, 2022 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| A Re-Parameterized Vision Transformer (ReVT) for Domain-Generalized Semantic Segmentation | Aug 25, 2023 | Domain GeneralizationSegmentation | CodeCode Available | 1 | 5 |
| FourierNet: Compact mask representation for instance segmentation using differentiable shape decoders | Feb 7, 2020 | DecoderInstance Segmentation | CodeCode Available | 1 | 5 |
| Advancing Semantic Future Prediction through Multimodal Visual Sequence Transformers | Jan 14, 2025 | Future predictionPrediction | CodeCode Available | 1 | 5 |
| Foundation Model Assisted Weakly Supervised Semantic Segmentation | Dec 6, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
