1st Place Solution for the UVO Challenge on Image-based Open-World Segmentation 2021 Oct 19, 2021 Instance Segmentation Object
Code Code Available Instance Semantic Segmentation Benefits from Generative Adversarial Networks Oct 26, 2020 Autonomous Driving Instance Segmentation
Code Code Available AISFormer: Amodal Instance Segmentation with Transformer Oct 12, 2022 Amodal Instance Segmentation Decoder
Code Code Available DropLoss for Long-Tail Instance Segmentation Apr 13, 2021 Instance Segmentation object-detection
Code Code Available Pointly-Supervised Instance Segmentation Apr 13, 2021 Instance Segmentation Object
Code Code Available PointNu-Net: Keypoint-assisted Convolutional Neural Network for Simultaneous Multi-tissue Histology Nuclei Segmentation and Classification Nov 1, 2021 Classification Diversity
Code Code Available PointTrack++ for Effective Online Multi-Object Tracking and Segmentation Jul 3, 2020 Data Augmentation Decoder
Code Code Available PolarMask++: Enhanced Polar Representation for Single-Shot Instance Segmentation and Beyond May 5, 2021 Cell Segmentation Instance Segmentation
Code Code Available PolyLoss: A Polynomial Expansion Perspective of Classification Loss Functions Apr 26, 2022 3D Object Detection image-classification
Code Code Available PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images Nov 30, 2021 Graph Neural Network Instance Segmentation
Code Code Available Global Aggregation then Local Distribution in Fully Convolutional Networks Sep 16, 2019 Instance Segmentation object-detection
Code Code Available Guided Distillation for Semi-Supervised Instance Segmentation Aug 3, 2023 Instance Segmentation Semantic Segmentation
Code Code Available MViTv2: Improved Multiscale Vision Transformers for Classification and Detection Dec 2, 2021 Action Classification Action Recognition
Code Code Available Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement Sep 20, 2021 Image-level Supervised Instance Segmentation Instance Segmentation
Code Code Available Fully Automated Scan-to-BIM Via Point Cloud Instance Segmentation Sep 11, 2023 3D Instance Segmentation 3D Semantic Segmentation
Code Code Available FreePoint: Unsupervised Point Cloud Instance Segmentation May 11, 2023 Instance Segmentation Segmentation
Code Code Available FsaNet: Frequency Self-attention for Semantic Segmentation Nov 28, 2022 Instance Segmentation Semantic Segmentation
Code Code Available FoodSAM: Any Food Segmentation Aug 11, 2023 Image Segmentation Instance Segmentation
Code Code Available Amodal Intra-class Instance Segmentation: Synthetic Datasets and Benchmark Mar 12, 2023 Amodal Instance Segmentation Instance Segmentation
Code Code Available Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation Aug 13, 2020 Classification Few-Shot Object Detection
Code Code Available Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation Jan 2, 2023 Caption Generation Instance Segmentation
Code Code Available 3D Instances as 1D Kernels Jul 15, 2022 3D Instance Segmentation Instance Segmentation
Code Code Available Deformable ConvNets v2: More Deformable, Better Results Nov 27, 2018 Instance Segmentation Object
Code Code Available FourierNet: Compact mask representation for instance segmentation using differentiable shape decoders Feb 7, 2020 Decoder Instance Segmentation
Code Code Available Fully Sparse Fusion for 3D Object Detection Apr 24, 2023 3D Instance Segmentation 3D Object Detection
Code Code Available FinnWoodlands Dataset Apr 3, 2023 Autonomous Driving Depth Completion
Code Code Available Fine-Grained Vehicle Perception via 3D Part-Guided Visual Data Augmentation Dec 15, 2020 Autonomous Driving Data Augmentation
Code Code Available FipTR: A Simple yet Effective Transformer Framework for Future Instance Prediction in Autonomous Driving Apr 19, 2024 Autonomous Driving Instance Segmentation
Code Code Available Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater Environment Aug 6, 2024 Instance Segmentation Segmentation
Code Code Available Benchmarking Self-Supervised Learning on Diverse Pathology Datasets Dec 9, 2022 Benchmarking Classification
Code Code Available FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras Apr 21, 2021 Autonomous Driving Bird's-Eye View Semantic Segmentation
Code Code Available FcaNet: Frequency Channel Attention Networks Dec 22, 2020 image-classification Image Classification
Code Code Available Faster Mean-shift: GPU-accelerated clustering for cosine embedding-based cell segmentation and tracking Jul 28, 2020 Cell Segmentation Cell Tracking
Code Code Available Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers Mar 23, 2021 Amodal Instance Segmentation Boundary Detection
Code Code Available Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset Apr 26, 2020 Attribute Fine-Grained Visual Categorization
Code Code Available Deep Variational Instance Segmentation Jul 22, 2020 Instance Segmentation Segmentation
Code Code Available BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning May 12, 2018 Autonomous Driving Diversity
Code Code Available FAPIS: A Few-shot Anchor-free Part-based Instance Segmenter Mar 31, 2021 Few-shot Instance Segmentation Few-Shot Learning
Code Code Available Fast and Efficient Transformer-based Method for Bird's Eye View Instance Prediction Nov 11, 2024 Autonomous Vehicles Instance Segmentation
Code Code Available Focal Self-attention for Local-Global Interactions in Vision Transformers Jul 1, 2021 image-classification Image Classification
Code Code Available Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2 Nov 12, 2021 Deep Learning Instance Segmentation
Code Code Available BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation Mar 16, 2021 Box-supervised Instance Segmentation Instance Segmentation
Code Code Available Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts Dec 16, 2020 3D Semantic Segmentation Instance Segmentation
Code Code Available Explain Any Concept: Segment Anything Meets Concept-Based Explanation May 17, 2023 Instance Segmentation Semantic Segmentation
Code Code Available 3D Indoor Instance Segmentation in an Open-World Sep 25, 2023 3D Instance Segmentation Instance Segmentation
Code Code Available FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation Feb 25, 2021 Instance Segmentation Segmentation
Code Code Available Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning Oct 3, 2022 Clustering Depth Estimation
Code Code Available Exploring Classification Equilibrium in Long-Tailed Object Detection Aug 17, 2021 Classification imbalanced classification
Code Code Available Evaluation Study on SAM 2 for Class-agnostic Instance-level Segmentation Sep 4, 2024 Dichotomous Image Segmentation Image Segmentation
Code Code Available Deep Learning based Food Instance Segmentation using Synthetic Data Jul 15, 2021 Deep Learning Instance Segmentation
Code Code Available 