Object Detection

Difficulty-Aware Label-Guided Denoising for Monocular 3D Object Detection AAAI 2026 Diff-NAT: Better Naturalistic and Aggressive Adversarial Attacks via Class-Optimized Diffusion for Object Detection AAAI 2026 Diffusion-Assisted Progressive Learning for Weakly Supervised Phrase Localization AAAI 2026 Distribution-Aligned Multimodal Fusion for Robust Object Detection CVPR 2026 DLDA: Unified Dual-Level Domain Adaptation for Low-Light Object Detection AAAI 2026 DMAT: An End-to-End Framework for Joint Atmospheric Turbulence Mitigation and Object Detection WACV 2026 DODA: Adapting Object Detectors to Dynamic Agricultural Environments in Real-Time with Diffusion WACV 2026 Does YOLO Really Need to See Every Training Image in Every Epoch? CVPR 2026 DSERT-RoLL: Robust Multi-Modal Perception for Diverse Driving Conditions with Stereo Event-RGB-Thermal Cameras, 4D Radar, and Dual-LiDAR CVPR 2026 DualRes: Production-ready Dynamic Object Detection WACV 2026 DyFCLT: Dynamic Frequency-Decoupled Cross-Modal Learning Transformer for Multimodal Tiny Object Detection CVPR 2026 EagleConv: Bio-inspired Dual-Foveated Convolution for Robust Small Object Detection UAI 2026 ElasticFormer: Detecting Objects in HRW Shots via Elastic Computing Vision Transformer CVPR 2026 Empowering DINO Representations for Underwater Instance Segmentation via Aligner and Prompter AAAI 2026 Enhancing Object Detection Training via Joint Image-Annotation Generation WACV 2026 EnViT: Enhancing the Performance of Early-Exit Vision Transformers via Exit-Aware Structured Dropout-Enabled Self-Distillation AAAI 2026 EReCu: Pseudo-label Evolution Fusion and Refinement with Multi-Cue Learning for Unsupervised Camouflage Detection CVPR 2026 Event-based Graph Representation with Spatial and Motion Vectors for Asynchronous Object Detection WACV 2026 EW-DETR: Evolving World Object Detection via Incremental Low-Rank DEtection TRansformer CVPR 2026 Expert-Teacher-Student Collaborative Learning for Domain Adaptive Object Detection CVPR 2026 Explaining Object Detectors via Collective Contribution of Pixels CVPR 2026 Exploring Surround-View Fisheye Camera 3D Object Detection AAAI 2026 FAIR-SIGHT: Fairness Assurance in Image Recognition via Simultaneous Conformal Thresholding and Dynamic Output Repair WACV 2026 Few-Shot Incremental 3D Object Detection in Dynamic Indoor Environments CVPR 2026 Finding Distributed Object-Centric Properties in Self-Supervised Transformers CVPR 2026