| DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training | Feb 28, 2022 | GPUInstance Segmentation | CodeCode Available | 1 | 5 |
| DropMAE: Masked Autoencoders with Spatial-Attention Dropout for Tracking Tasks | Apr 2, 2023 | DiversityObject Tracking | CodeCode Available | 1 | 5 |
| CC-Net: Image Complexity Guided Network Compression for Biomedical Image Segmentation | Jan 6, 2019 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| A Sim2Real Deep Learning Approach for the Transformation of Images from Multiple Vehicle-Mounted Cameras to a Semantically Segmented Image in Bird's Eye View | May 8, 2020 | Bird View SynthesisCross-View Image-to-Image Translation | CodeCode Available | 1 | 5 |
| CENet: Toward Concise and Efficient LiDAR Semantic Segmentation for Autonomous Driving | Jul 26, 2022 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 | 5 |
| DroTrack: High-speed Drone-based Object Tracking Under Uncertainty | May 2, 2020 | drone-based object trackingObject | CodeCode Available | 1 | 5 |
| Beyond Pixels: Enhancing LIME with Hierarchical Features and Segmentation Foundation Models | Mar 12, 2024 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 | 5 |
| DualConv: Dual Convolutional Kernels for Lightweight Deep Neural Networks | Feb 15, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation | Dec 17, 2024 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| A Shared Representation for Photorealistic Driving Simulators | Dec 9, 2021 | Autonomous VehiclesImage Generation | CodeCode Available | 1 | 5 |
| ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance Segmentation | Dec 11, 2023 | Instance SegmentationPosition | CodeCode Available | 1 | 5 |
| DPT: Deformable Patch-based Transformer for Visual Recognition | Jul 30, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| CattleEyeView: A Multi-task Top-down View Cattle Dataset for Smarter Precision Livestock Farming | Dec 14, 2023 | Instance SegmentationPose Estimation | CodeCode Available | 1 | 5 |
| A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning | Apr 2, 2022 | Crop ClassificationSemantic Segmentation | CodeCode Available | 1 | 5 |
| CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal Intervention | Mar 20, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Learning Dynamic Query Combinations for Transformer-based Object Detection and Segmentation | Jul 23, 2023 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| A Sensor Agnostic Domain Generalization Framework for Leveraging Geospatial Foundation Models: Enhancing Semantic Segmentation viaSynergistic Pseudo-Labeling and Generative Learning | May 2, 2025 | Crop Yield PredictionDomain Adaptation | CodeCode Available | 1 | 5 |
| DoUnseen: Tuning-Free Class-Adaptive Object Detection of Unseen Objects for Robotic Grasping | Apr 6, 2023 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Accurate Fine-Grained Segmentation of Human Anatomy in Radiographs via Volumetric Pseudo-Labeling | Jun 6, 2023 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 | 5 |
| Causality-inspired Single-source Domain Generalization for Medical Image Segmentation | Nov 24, 2021 | Data AugmentationDomain Generalization | CodeCode Available | 1 | 5 |
| MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection | Feb 17, 2021 | ImputationInstance Segmentation | CodeCode Available | 1 | 5 |
| A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation | Sep 19, 2022 | Clusteringglobal-optimization | CodeCode Available | 1 | 5 |
| A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers | Oct 9, 2023 | Heart SegmentationImage Generation | CodeCode Available | 1 | 5 |
| CCDWT-GAN: Generative Adversarial Networks Based on Color Channel Using Discrete Wavelet Transform for Document Image Binarization | May 27, 2023 | BinarizationImage Enhancement | CodeCode Available | 1 | 5 |
| Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation? | Sep 12, 2024 | DecoderDomain Generalization | CodeCode Available | 1 | 5 |
