Object Detection

Small Object, Great Challenge: A Benchmark for Small Object Visual Grounding CVPR 2026 SOAR: Semi-Supervised Open-Vocabulary Aerial Object Detection via Dual-Aware Enhanced Prior Denoising AAAI 2026 SPAN: Spatial-Projection Alignment for Monocular 3D Object Detection CVPR 2026 SPAR-Det: Segmentation-guided and Prior-Aided Routing for Small Object Detection WACV 2026 Spatial-Frequency Spiking Neural Network for Underwater Object Detection AAAI 2026 Spe-BEVHead: Rethinking the Detection Head Design for Bird's-Eye-View Object Detection CVPR 2026 Spike-driven Discrete Aggregation for Event-based Object Detection CVPR 2026 SRA-Det: Learning Omni-Grained Open-Vocabulary Detection Beyond Category Names CVPR 2026 SSMRadNet : A Sample-wise State-Space Framework for Efficient and Ultra-Light Radar Segmentation and Object Detection WACV 2026 Stochastic Universal Adversarial Perturbations with Fixed Optimization Constraint and Ensured High-probability Transferability AAAI 2026 SToRe3D: Sparse Token Relevance in ViTs for Efficient Multi-View 3D Object Detection CVPR 2026 Streamlined Open-Vocabulary Human-Object Interaction Detection CVPR 2026 StreetView-Waste: A Multi-Task Dataset for Urban Waste Management WACV 2026 Strip R-CNN: Large Strip Convolution for Remote Sensing Object Detection AAAI 2026 STUR3D: Spatio-Temporal Unified Representation Learning for 3D Object Detection CVPR 2026 StyleProto: Style-Augmented Prototype Learning for Cross-Domain Few-Shot Object Detection AAAI 2026 SynCLIP: Synonym-Coherent Language-Image Pretraining for Robust Open-Vocabulary Dense Perception CVPR 2026 Synergistic Bleeding Region and Point Detection in Laparoscopic Surgical Videos CVPR 2026 SynPlay: Large-Scale Synthetic Human Data with Real-World Diversity for Aerial-View Perception WACV 2026 Synthetic Object Compositions for Scalable and Accurate Learning in Detection, Segmentation, and Grounding CVPR 2026 TACO: Task-Aware Contrastive Learning for Joint LiDAR Localization and 3D Object Detection CVPR 2026 Taming Cascaded Mixture-of-Experts for Modality-missing Multi-modal Salient Object Detection AAAI 2026 Target-Aware Invertible Encoder with Reconstruction Guidance for Infrared Small Target Detection CVPR 2026 Task-Aware Image Signal Processor for Advanced Visual Perception CVPR 2026 Temporal Dynamics Enhancer for Directly Trained Spiking Object Detectors AAAI 2026