Instance Segmentation

Synthetic Object Compositions for Scalable and Accurate Learning in Detection, Segmentation, and Grounding CVPR 2026 Towards Foundation Models for 3D Scene Understanding: Instance-Aware Self-Supervised Learning for Point Clouds CVPR 2026 VGGT-Segmentor: Geometry-Enhanced Cross-View Segmentation CVPR 2026 XSeg: A Large-scale X-ray Contraband Segmentation Benchmark For Real-World Security Screening CVPR 2026 Audio-Visual Instance Segmentation CVPR 2025 Boundary-Aware Refinement with Environment-Robust Adapter Tuning for Underwater Instance Segmentation ACML 2025 Segment Anything for Histopathology MIDL 2025 Two Heads Are Enough: DualU-Net, a Fast and Efficient Architecture for Nuclei Instance Segmentation MIDL 2025 Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial Imagery CVPR 2024 \ensuremathα-Former: Local-Feature-Aware (L-FA) Transformer UAI 2024 HOIST-Former: Hand-held Objects Identification Segmentation and Tracking in the Wild CVPR 2024 MWSIS: Multimodal Weakly Supervised Instance Segmentation with 2D Box Annotations for Autonomous Driving AAAI 2024 UnScene3D: Unsupervised 3D Instance Segmentation for Indoor Scenes CVPR 2024 FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation CVPR 2023 Look Before You Match: Instance Understanding Matters in Video Object Segmentation CVPR 2023 Visual Recognition by Request CVPR 2023 Human Instance Matting via Mutual Guidance and Multi-Instance Refinement CVPR 2022 Learning Equivariant Segmentation with Instance-Unique Querying NeurIPS 2022 FIERY: Future Instance Prediction in Bird's-Eye View From Surround Monocular Cameras ICCV 2021 Hierarchical Lovasz Embeddings for Proposal-Free Panoptic Segmentation CVPR 2021 Multi-scale Salient Instance Segmentation based on Encoder-Decoder ACML 2021 Per-Pixel Classification is Not All You Need for Semantic Segmentation NeurIPS 2021 SCNet: Training Inference Sample Consistency for Instance Segmentation AAAI 2021 Bidirectional Graph Reasoning Network for Panoptic Segmentation CVPR 2020 Actor-Critic Instance Segmentation CVPR 2019