| Diverse Branch Block: Building a Convolution as an Inception-like Unit | Mar 24, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Machine Learning-based Automatic Graphene Detection with Color Correction for Optical Microscope Images | Mar 24, 2021 | BIG-bench Machine LearningImage Segmentation | —Unverified | 0 |
| Vision Transformers for Dense Prediction | Mar 24, 2021 | DecoderDepth Estimation | CodeCode Available | 3 |
| MSCFNet: A Lightweight Network With Multi-Scale Context Fusion for Real-Time Semantic Segmentation | Mar 24, 2021 | Autonomous DrivingDecoder | —Unverified | 0 |
| MLAN: Multi-Level Adversarial Network for Domain Adaptive Semantic Segmentation | Mar 24, 2021 | Domain AdaptationImage-to-Image Translation | —Unverified | 0 |
| Region Similarity Representation Learning | Mar 24, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| A Fine-Grained Dataset and its Efficient Semantic Segmentation for Unstructured Driving Scenarios | Mar 24, 2021 | Autonomous DrivingSegmentation | —Unverified | 0 |
| Coarse-to-Fine Domain Adaptive Semantic Segmentation with Photometric Alignment and Category-Center Regularization | Mar 24, 2021 | Domain AdaptationSegmentation | —Unverified | 0 |
| Efficient Regional Memory Network for Video Object Segmentation | Mar 24, 2021 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 |
| Learning Versatile Neural Architectures by Propagating Network Codes | Mar 24, 2021 | Image SegmentationNeural Architecture Search | CodeCode Available | 1 |
| Factors of Influence for Transfer Learning across Diverse Appearance Domains and Task Types | Mar 24, 2021 | Autonomous DrivingDepth Estimation | —Unverified | 0 |
| Dilated SpineNet for Semantic Segmentation | Mar 23, 2021 | Instance SegmentationSegmentation | —Unverified | 0 |
| Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers | Mar 23, 2021 | Amodal Instance SegmentationBoundary Detection | CodeCode Available | 1 |
| Unsupervised domain adaptation via coarse-to-fine feature alignment method using contrastive learning | Mar 23, 2021 | Contrastive LearningDomain Adaptation | —Unverified | 0 |
| OFFSEG: A Semantic Segmentation Framework For Off-Road Driving | Mar 23, 2021 | Scene UnderstandingSegmentation | CodeCode Available | 1 |
| Roughness Index and Roughness Distance for Benchmarking Medical Segmentation | Mar 23, 2021 | BenchmarkingImage Segmentation | CodeCode Available | 0 |
| Multiview and Multiclass Image Segmentation using Deep Learning in Fetal Echocardiography | Mar 23, 2021 | Image SegmentationSegmentation | —Unverified | 0 |
| Weakly Supervised Instance Segmentation for Videos with Temporal Mask Consistency | Mar 23, 2021 | Instance SegmentationRelation Network | —Unverified | 0 |
| Scaling Local Self-Attention for Parameter Efficient Visual Backbones | Mar 23, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 |
| CFPNet: Channel-wise Feature Pyramid for Real-Time Semantic Segmentation | Mar 22, 2021 | Autonomous DrivingGPU | CodeCode Available | 1 |
| Deep Neural Networks Learn Meta-Structures from Noisy Labels in Semantic Segmentation | Mar 22, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Human De-occlusion: Invisible Perception and Recovery for Humans | Mar 22, 2021 | Human ParsingInstance Segmentation | —Unverified | 0 |
| Spatially Dependent U-Nets: Highly Accurate Architectures for Medical Imaging Segmentation | Mar 22, 2021 | Image SegmentationInductive Bias | —Unverified | 0 |
| TICaM: A Time-of-flight In-car Cabin Monitoring Dataset | Mar 22, 2021 | 3D Object DetectionDomain Adaptation | —Unverified | 0 |
| MaAST: Map Attention with Semantic Transformersfor Efficient Visual Navigation | Mar 21, 2021 | Deep Reinforcement LearningSemantic Segmentation | —Unverified | 0 |
