Instance-level Few-shot Learning with Class Hierarchy Mining Apr 15, 2023 Few-shot Instance Segmentation Few-Shot Learning
Code Code Available An Instance Segmentation Dataset of Yeast Cells in Microstructures Apr 15, 2023 Cell Segmentation Image Segmentation
Code Code Available DynaMITe: Dynamic Query Bootstrapping for Multi-object Interactive Segmentation Transformer Apr 13, 2023 Decoder Instance Segmentation
— Unverified SpectFormer: Frequency and Attention is what you need in a Vision Transformer Apr 13, 2023 Instance Segmentation object-detection
— Unverified Improving Segmentation of Objects with Varying Sizes in Biomedical Images using Instance-wise and Center-of-Instance Segmentation Loss Function Apr 13, 2023 Image Segmentation Instance Segmentation
Code Code Available HaDR: Applying Domain Randomization for Generating Synthetic Multimodal Dataset for Hand Instance Segmentation in Cluttered Industrial Environments Apr 12, 2023 Hand Detection Instance Segmentation
Code Code Available Instance Neural Radiance Field Apr 10, 2023 3D Instance Segmentation Instance Segmentation
Code Code Available DPPD: Deformable Polar Polygon Object Detection Apr 5, 2023 Autonomous Driving Instance Segmentation
— Unverified Towards Open-Vocabulary Video Instance Segmentation Apr 4, 2023 Instance Segmentation Segmentation
Code Code Available FinnWoodlands Dataset Apr 3, 2023 Autonomous Driving Depth Completion
Code Code Available LIGHT: Joint Individual Building Extraction and Height Estimation from Satellite Images through a Unified Multitask Learning Network Apr 3, 2023 Instance Segmentation Semantic Segmentation
— Unverified RegionPLC: Regional Point-Language Contrastive Learning for Open-World 3D Scene Understanding Apr 3, 2023 Contrastive Learning Instance Segmentation
Code Code Available Video Instance Segmentation in an Open-World Apr 3, 2023 Instance Segmentation Semantic Segmentation
Code Code Available JacobiNeRF: NeRF Shaping with Mutual Information Gradients Apr 1, 2023 Instance Segmentation NeRF
Code Code Available INoD: Injected Noise Discriminator for Self-Supervised Representation Learning in Agricultural Fields Mar 31, 2023 Instance Segmentation object-detection
— Unverified SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer Mar 30, 2023 2D Semantic Segmentation 3D Object Detection
Code Code Available FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation Mar 30, 2023 Image Segmentation Instance Segmentation
— Unverified Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning Mar 30, 2023 Contrastive Learning image-classification
— Unverified MobileInst: Video Instance Segmentation on the Mobile Mar 30, 2023 CPU Decoder
— Unverified Mask-free OVIS: Open-Vocabulary Instance Segmentation without Manual Mask Annotations Mar 29, 2023 Image Captioning Instance Segmentation
— Unverified ARMBench: An Object-centric Benchmark Dataset for Robotic Manipulation Mar 29, 2023 Defect Detection Instance Segmentation
— Unverified AutoKary2022: A Large-Scale Densely Annotated Dataset for Chromosome Instance Segmentation Mar 28, 2023 Instance Segmentation Segmentation
Code Code Available Mask-Free Video Instance Segmentation Mar 28, 2023 Instance Segmentation Optical Flow Estimation
Code Code Available OpenInst: A Simple Query-Based Method for Open-World Instance Segmentation Mar 28, 2023 Autonomous Driving Instance Segmentation
— Unverified The Devil is in the Points: Weakly Semi-Supervised Instance Segmentation via Point-Guided Mask Representation Mar 27, 2023 Instance Segmentation Semantic Segmentation
Code Code Available Hi4D: 4D Instance Segmentation of Close Human Interaction Mar 27, 2023 Instance Segmentation Semantic Segmentation
Code Code Available You Only Need One Thing One Click: Self-Training for Weakly Supervised 3D Scene Understanding Mar 26, 2023 3D Instance Segmentation Instance Segmentation
Code Code Available BoxVIS: Video Instance Segmentation with Box Annotations Mar 26, 2023 Instance Segmentation Semantic Segmentation
Code Code Available UnScene3D: Unsupervised 3D Instance Segmentation for Indoor Scenes Mar 25, 2023 3D Instance Segmentation Instance Segmentation
— Unverified MDQE: Mining Discriminative Query Embeddings to Segment Occluded Instances on Challenging Videos Mar 25, 2023 Instance Segmentation Semantic Segmentation
Code Code Available SUDS: Scalable Urban Dynamic Scenes Mar 25, 2023 3D Instance Segmentation Instance Segmentation
— Unverified DoNet: Deep De-overlapping Network for Cytology Instance Segmentation Mar 25, 2023 Instance Segmentation Region Proposal
Code Code Available A Simple and Generic Framework for Feature Distillation via Channel-wise Transformation Mar 23, 2023 image-classification Image Classification
— Unverified Position-Guided Point Cloud Panoptic Segmentation Transformer Mar 23, 2023 Instance Segmentation Panoptic Segmentation
Code Code Available Uncertainty Aware Active Learning for Reconfiguration of Pre-trained Deep Object-Detection Networks for New Target Domains Mar 22, 2023 Active Learning Informativeness
— Unverified On Domain-Specific Pre-Training for Effective Semantic Perception in Agricultural Robotics Mar 22, 2023 Data Augmentation Instance Segmentation
— Unverified Active Coarse-to-Fine Segmentation of Moveable Parts from Real Images Mar 21, 2023 Active Learning Diversity
— Unverified BoxSnake: Polygonal Instance Segmentation with Box Supervision Mar 21, 2023 Box-supervised Instance Segmentation Instance Segmentation
Code Code Available 3D Mitochondria Instance Segmentation with Spatio-Temporal Transformers Mar 21, 2023 Decoder Instance Segmentation
Code Code Available Weakly-Supervised Text Instance Segmentation Mar 20, 2023 Contrastive Learning Instance Segmentation
— Unverified Bimodal SegNet: Instance Segmentation Fusing Events and RGB Frames for Robotic Grasping Mar 20, 2023 Decoder Instance Segmentation
Code Code Available Making Vision Transformers Efficient from A Token Sparsification View Mar 15, 2023 Efficient ViTs image-classification
Code Code Available FastInst: A Simple Query-Based Model for Real-Time Instance Segmentation Mar 15, 2023 Decoder Instance Segmentation
Code Code Available Panoptic One-Click Segmentation: Applied to Agricultural Data Mar 15, 2023 Instance Segmentation Segmentation
— Unverified SIM: Semantic-aware Instance Mask Generation for Box-Supervised Instance Segmentation Mar 14, 2023 Box-supervised Instance Segmentation Instance Segmentation
Code Code Available A Simple Framework for Open-Vocabulary Segmentation and Detection Mar 14, 2023 Instance Segmentation Panoptic Segmentation
Code Code Available DynaMask: Dynamic Mask Selection for Instance Segmentation Mar 14, 2023 Instance Segmentation Segmentation
Code Code Available CrossFormer++: A Versatile Vision Transformer Hinging on Cross-scale Attention Mar 13, 2023 image-classification Image Classification
Code Code Available Three Guidelines You Should Know for Universally Slimmable Self-Supervised Learning Mar 13, 2023 Instance Segmentation object-detection
Code Code Available OSIS: Efficient One-stage Network for 3D Instance Segmentation Mar 13, 2023 3D Instance Segmentation Clustering
— Unverified 