| EcoTTA: Memory-Efficient Continual Test-time Adaptation via Self-distilled Regularization | Mar 3, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Depth-based 6DoF Object Pose Estimation using Swin Transformer | Mar 3, 2023 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 |
| Transmission-Guided Bayesian Generative Model for Smoke Segmentation | Mar 2, 2023 | Image DehazingImage Segmentation | CodeCode Available | 1 |
| Conflict-Based Cross-View Consistency for Semi-Supervised Semantic Segmentation | Mar 2, 2023 | Semantic SegmentationSemi-Supervised Semantic Segmentation | CodeCode Available | 1 |
| Token Contrast for Weakly-Supervised Semantic Segmentation | Mar 2, 2023 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 |
| ISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic Convolution | Mar 1, 2023 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical data | Mar 1, 2023 | Data AugmentationMedical Image Analysis | CodeCode Available | 1 |
| Kartezio: Evolutionary Design of Explainable Pipelines for Biomedical Image Analysis | Feb 28, 2023 | DiversityImage Segmentation | CodeCode Available | 1 |
| Generic-to-Specific Distillation of Masked Autoencoders | Feb 28, 2023 | Decoderimage-classification | CodeCode Available | 1 |
| MateRobot: Material Recognition in Wearable Robotics for People with Visual Impairments | Feb 28, 2023 | Material RecognitionSemantic Segmentation | CodeCode Available | 1 |
| Interactive Segmentation as Gaussian Process Classification | Feb 28, 2023 | Binary ClassificationClassification | CodeCode Available | 1 |
| Self Correspondence Distillation for End-to-End Weakly-Supervised Semantic Segmentation | Feb 27, 2023 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 |
| Dirichlet-based Uncertainty Calibration for Active Domain Adaptation | Feb 27, 2023 | Active LearningDomain Adaptation | CodeCode Available | 1 |
| SUPS: A Simulated Underground Parking Scenario Dataset for Autonomous Driving | Feb 25, 2023 | 3D ReconstructionAutonomous Driving | CodeCode Available | 1 |
| CEKD: Cross-Modal Edge-Privileged Knowledge Distillation for Semantic Scene Understanding Using Only Thermal Images | Feb 22, 2023 | Knowledge DistillationScene Understanding | CodeCode Available | 1 |
| Video-SwinUNet: Spatio-temporal Deep Learning Framework for VFSS Instance Segmentation | Feb 22, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| 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 |
| Lightweight Real-time Semantic Segmentation Network with Efficient Transformer and CNN | Feb 21, 2023 | GPUReal-Time Semantic Segmentation | CodeCode Available | 1 |
| Towards Efficient Visual Adaption via Structural Re-parameterization | Feb 16, 2023 | GPUSemantic Segmentation | CodeCode Available | 1 |
| PolyFormer: Referring Image Segmentation as Sequential Polygon Generation | Feb 14, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation | Feb 14, 2023 | Domain AdaptationPseudo Label | CodeCode Available | 1 |
| CEDNet: A Cascade Encoder-Decoder Network for Dense Prediction | Feb 13, 2023 | DecoderInstance Segmentation | CodeCode Available | 1 |
| Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation | Feb 13, 2023 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| Digital Twin Tracking Dataset (DTTD): A New RGB+Depth 3D Dataset for Longer-Range Object Tracking Applications | Feb 12, 2023 | 3D Object TrackingObject | CodeCode Available | 1 |
| Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image Analysis | Feb 11, 2023 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels | Feb 11, 2023 | Knowledge DistillationSemantic Segmentation | CodeCode Available | 1 |
| Towards Geospatial Foundation Models via Continual Pretraining | Feb 9, 2023 | Change DetectionContinual Pretraining | CodeCode Available | 1 |
| Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segmentation | Feb 8, 2023 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| Cross-Layer Retrospective Retrieving via Layer Attention | Feb 8, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Med-NCA: Robust and Lightweight Segmentation with Neural Cellular Automata | Feb 7, 2023 | HippocampusImage Generation | CodeCode Available | 1 |
| An Informative Path Planning Framework for Active Learning in UAV-based Semantic Mapping | Feb 7, 2023 | Active LearningSemantic Segmentation | CodeCode Available | 1 |
| Self-Supervised Unseen Object Instance Segmentation via Long-Term Robot Interaction | Feb 7, 2023 | Instance SegmentationMulti-Object Tracking | CodeCode Available | 1 |
| GDB: Gated convolutions-based Document Binarization | Feb 4, 2023 | BinarizationImage Enhancement | CodeCode Available | 1 |
| Window Size Selection in Unsupervised Time Series Analytics: A Review and Benchmark | Feb 4, 2023 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 |
| CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks | Feb 4, 2023 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| DilateFormer: Multi-Scale Dilated Transformer for Visual Recognition | Feb 3, 2023 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| The Learnable Typewriter: A Generative Approach to Text Analysis | Feb 3, 2023 | Semantic SegmentationUnsupervised Text Recognition | CodeCode Available | 1 |
| Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective | Feb 3, 2023 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| SegForestNet: Spatial-Partitioning-Based Aerial Image Segmentation | Feb 3, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| LaMPP: Language Models as Probabilistic Priors for Perception and Action | Feb 3, 2023 | Activity RecognitionDecision Making | CodeCode Available | 1 |
| SAAL: Sharpness-Aware Active Learning | Feb 2, 2023 | Active Learningimage-classification | CodeCode Available | 1 |
| Paced-Curriculum Distillation with Prediction and Label Uncertainty for Image Segmentation | Feb 2, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Iterative Loop Method Combining Active and Semi-Supervised Learning for Domain Adaptive Semantic Segmentation | Jan 31, 2023 | Active LearningDomain Adaptation | CodeCode Available | 1 |
| UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers | Jan 31, 2023 | Image CaptioningImage Classification | CodeCode Available | 1 |
| CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy | Jan 30, 2023 | AnatomyImage Segmentation | CodeCode Available | 1 |
| ParticleSeg3D: A Scalable Out-of-the-Box Deep Learning Segmentation Solution for Individual Particle Characterization from Micro CT Images in Mineral Processing and Recycling | Jan 30, 2023 | Computed Tomography (CT)Instance Segmentation | CodeCode Available | 1 |
| Human Vision Based 3D Point Cloud Semantic Segmentation of Large-Scale Outdoor Scene | Jan 30, 2023 | 3D Semantic SegmentationPhilosophy | CodeCode Available | 1 |
| ZegOT: Zero-shot Segmentation Through Optimal Transport of Text Prompts | Jan 28, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| ProtoSeg: Interpretable Semantic Segmentation with Prototypical Parts | Jan 28, 2023 | DiversityImage Segmentation | CodeCode Available | 1 |
| Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach | Jan 25, 2023 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
