| Perspective+ Unet: Enhancing Segmentation with Bi-Path Fusion and Efficient Non-Local Attention for Superior Receptive Fields | Jun 20, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| CriDiff: Criss-cross Injection Diffusion Framework via Generative Pre-train for Prostate Segmentation | Jun 20, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| EvSegSNN: Neuromorphic Semantic Segmentation for Event Data | Jun 20, 2024 | Autonomous VehiclesDecoder | —Unverified | 0 |
| Trusting Semantic Segmentation Networks | Jun 20, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Evaluation of Deep Learning Semantic Segmentation for Land Cover Mapping on Multispectral, Hyperspectral and High Spatial Aerial Imagery | Jun 20, 2024 | Land Cover ClassificationSegmentation | —Unverified | 0 |
| FIESTA: Fourier-Based Semantic Augmentation with Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation | Jun 20, 2024 | Data AugmentationDomain Generalization | —Unverified | 0 |
| 2nd Place Solution for MeViS Track in CVPR 2024 PVUW Workshop: Motion Expression guided Video Segmentation | Jun 20, 2024 | Instance SegmentationReferring Video Object Segmentation | —Unverified | 0 |
| Seg-LSTM: Performance of xLSTM for Semantic Segmentation of Remotely Sensed Images | Jun 20, 2024 | Decoderimage-classification | CodeCode Available | 1 |
| 3D Instance Segmentation Using Deep Learning on RGB-D Indoor Data | Jun 19, 2024 | 3D Instance Segmentation3D Object Recognition | —Unverified | 0 |
| Deep Learning-Based 3D Instance and Semantic Segmentation: A Review | Jun 19, 2024 | Deep LearningSegmentation | —Unverified | 0 |
| Trusted Video Inpainting Localization via Deep Attentive Noise Learning | Jun 19, 2024 | Semantic SegmentationVideo Inpainting | CodeCode Available | 0 |
| Elliptical Attention | Jun 19, 2024 | Image SegmentationLanguage Modeling | CodeCode Available | 0 |
| Unveiling the Hidden Structure of Self-Attention via Kernel Principal Component Analysis | Jun 19, 2024 | Image SegmentationLanguage Modeling | CodeCode Available | 1 |
| Low-Rank Mixture-of-Experts for Continual Medical Image Segmentation | Jun 19, 2024 | Continual LearningImage Segmentation | —Unverified | 0 |
| Privacy Preserving Federated Learning in Medical Imaging with Uncertainty Estimation | Jun 18, 2024 | Federated Learningimage-classification | CodeCode Available | 0 |
| Competitive Learning for Achieving Content-specific Filters in Video Coding for Machines | Jun 18, 2024 | Instance Segmentationobject-detection | —Unverified | 0 |
| Reparameterizable Dual-Resolution Network for Real-time Semantic Segmentation | Jun 18, 2024 | Autonomous DrivingReal-Time Semantic Segmentation | CodeCode Available | 1 |
| Agriculture-Vision Challenge 2024 -- The Runner-Up Solution for Agricultural Pattern Recognition via Class Balancing and Model Ensemble | Jun 18, 2024 | Data AugmentationSegmentation | —Unverified | 0 |
| ViDSOD-100: A New Dataset and a Baseline Model for RGB-D Video Salient Object Detection | Jun 18, 2024 | object-detectionObject Detection | CodeCode Available | 0 |
| GroPrompt: Efficient Grounded Prompting and Adaptation for Referring Video Object Segmentation | Jun 18, 2024 | Contrastive LearningObject | —Unverified | 0 |
| MiSuRe is all you need to explain your image segmentation | Jun 18, 2024 | AllDecision Making | —Unverified | 0 |
| An Empirical Study on the Fairness of Foundation Models for Multi-Organ Image Segmentation | Jun 18, 2024 | FairnessImage Segmentation | —Unverified | 0 |
| SS-ADA: A Semi-Supervised Active Domain Adaptation Framework for Semantic Segmentation | Jun 17, 2024 | Active LearningDomain Adaptation | CodeCode Available | 1 |
| Scaling Efficient Masked Image Modeling on Large Remote Sensing Dataset | Jun 17, 2024 | Aerial Scene ClassificationDiversity | CodeCode Available | 2 |
| Discriminative Hamiltonian Variational Autoencoder for Accurate Tumor Segmentation in Data-Scarce Regimes | Jun 17, 2024 | Data AugmentationImage Generation | —Unverified | 0 |
