D2Det: Towards High Quality Object Detection and Instance Segmentation Jun 1, 2020 Instance Segmentation Object
Code Code Available 5 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 5 AISFormer: Amodal Instance Segmentation with Transformer Oct 12, 2022 Amodal Instance Segmentation Decoder
Code Code Available 5 LeafMask: Towards Greater Accuracy on Leaf Segmentation Aug 8, 2021 Instance Segmentation Plant Phenotyping
Code Code Available 5 Learn Fast, Segment Well: Fast Object Segmentation Learning on the iCub Robot Jun 27, 2022 Instance Segmentation Segmentation
Code Code Available 5 Learn from Foundation Model: Fruit Detection Model without Manual Annotation Nov 25, 2024 Instance Segmentation Knowledge Distillation
Code Code Available 5 PolyLoss: A Polynomial Expansion Perspective of Classification Loss Functions Apr 26, 2022 3D Object Detection image-classification
Code Code Available 5 Learning Cross-Representation Affinity Consistency for Sparsely Supervised Biomedical Instance Segmentation Jan 1, 2023 Instance Segmentation Pseudo Label
Code Code Available 5 Learning Equivariant Segmentation with Instance-Unique Querying Oct 3, 2022 Instance Segmentation Semantic Segmentation
Code Code Available 5 Learning Gaussian Instance Segmentation in Point Clouds Jul 20, 2020 3D Instance Segmentation Instance Segmentation
Code Code Available 5 DVIS++: Improved Decoupled Framework for Universal Video Segmentation Dec 20, 2023 Contrastive Learning Denoising
Code Code Available 5 DVIS: Decoupled Video Instance Segmentation Framework Jun 6, 2023 Autonomous Driving GPU
Code Code Available 5 DropLoss for Long-Tail Instance Segmentation Apr 13, 2021 Instance Segmentation object-detection
Code Code Available 5 DyCo3D: Robust Instance Segmentation of 3D Point Clouds through Dynamic Convolution Nov 26, 2020 3D Instance Segmentation Instance Segmentation
Code Code Available 5 Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation Apr 12, 2021 Instance Segmentation Segmentation
Code Code Available 5 Amodal Intra-class Instance Segmentation: Synthetic Datasets and Benchmark Mar 12, 2023 Amodal Instance Segmentation Instance Segmentation
Code Code Available 5 DynaMask: Dynamic Mask Selection for Instance Segmentation Mar 14, 2023 Instance Segmentation Segmentation
Code Code Available 5 Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation Jan 2, 2023 Caption Generation Instance Segmentation
Code Code Available 5 3D Instances as 1D Kernels Jul 15, 2022 3D Instance Segmentation Instance Segmentation
Code Code Available 5 DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training Feb 28, 2022 GPU Instance Segmentation
Code Code Available 5 Long-tailed Instance Segmentation using Gumbel Optimized Loss Jul 22, 2022 Instance Segmentation object-detection
Code Code Available 5 Look-into-Object: Self-supervised Structure Modeling for Object Recognition Mar 31, 2020 Fine-Grained Image Classification Image Recognition
Code Code Available 5 DoNet: Deep De-overlapping Network for Cytology Instance Segmentation Mar 25, 2023 Instance Segmentation Region Proposal
Code Code Available 5 Learning Dynamic Query Combinations for Transformer-based Object Detection and Segmentation Jul 23, 2023 Instance Segmentation Object
Code Code Available 5 Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater Environment Aug 6, 2024 Instance Segmentation Segmentation
Code Code Available 5 Benchmarking Self-Supervised Learning on Diverse Pathology Datasets Dec 9, 2022 Benchmarking Classification
Code Code Available 5 DocSegTr: An Instance-Level End-to-End Document Image Segmentation Transformer Jan 27, 2022 Decision Making Document Layout Analysis
Code Code Available 5 Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect Sep 28, 2020 Causal Inference counterfactual
Code Code Available 5 Locally Enhanced Self-Attention: Combining Self-Attention and Convolution as Local and Context Terms Jul 12, 2021 Instance Segmentation object-detection
Code Code Available 5 LKCell: Efficient Cell Nuclei Instance Segmentation with Large Convolution Kernels Jul 25, 2024 Cell Segmentation Decoder
Code Code Available 5 Location-Sensitive Visual Recognition with Cross-IOU Loss Apr 11, 2021 2D Human Pose Estimation Instance Segmentation
Code Code Available 5 Distribution Alignment: A Unified Framework for Long-tail Visual Recognition Mar 30, 2021 General Classification image-classification
Code Code Available 5 Dynamic Convolution for 3D Point Cloud Instance Segmentation Jul 18, 2021 Instance Segmentation Semantic Segmentation
Code Code Available 5 LIVECell—A large-scale dataset for label-free live cell segmentation Aug 30, 2021 Cell Segmentation Cultural Vocal Bursts Intensity Prediction
Code Code Available 5 Long-tail Detection with Effective Class-Margins Jan 23, 2023 Binary Classification Instance Segmentation
Code Code Available 5 Long-tailed Distribution Adaptation Oct 6, 2021 Domain Adaptation Instance Segmentation
Code Code Available 5 Low Latency Instance Segmentation by Continuous Clustering for LiDAR Sensors Nov 23, 2023 Clustering Instance Segmentation
Code Code Available 5 Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2 Nov 12, 2021 Deep Learning Instance Segmentation
Code Code Available 5 BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation Mar 16, 2021 Box-supervised Instance Segmentation Instance Segmentation
Code Code Available 5 LGD: Label-guided Self-distillation for Object Detection Sep 23, 2021 Instance Segmentation Object
Code Code Available 5 DilateFormer: Multi-Scale Dilated Transformer for Visual Recognition Feb 3, 2023 Instance Segmentation object-detection
Code Code Available 5 LiDAR-Camera Panoptic Segmentation via Geometry-Consistent and Semantic-Aware Alignment Aug 3, 2023 3D Panoptic Segmentation Instance Segmentation
Code Code Available 5 BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning May 12, 2018 Autonomous Driving Diversity
Code Code Available 5 DeVIS: Making Deformable Transformers Work for Video Instance Segmentation Jul 22, 2022 Instance Segmentation object-detection
Code Code Available 5 3D Indoor Instance Segmentation in an Open-World Sep 25, 2023 3D Instance Segmentation Instance Segmentation
Code Code Available 5 Distilling Knowledge via Knowledge Review Apr 19, 2021 Instance Segmentation Knowledge Distillation
Code Code Available 5 Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers Mar 23, 2021 Amodal Instance Segmentation Boundary Detection
Code Code Available 5 Divide and Conquer: 3D Point Cloud Instance Segmentation With Point-Wise Binarization Jul 22, 2022 3D Instance Segmentation 3D Object Detection
Code Code Available 5 Deep Learning based Food Instance Segmentation using Synthetic Data Jul 15, 2021 Deep Learning Instance Segmentation
Code Code Available 5 DFormer: Diffusion-guided Transformer for Universal Image Segmentation Jun 6, 2023 Decoder Denoising
Code Code Available 5 