YOLOv4: Optimal Speed and Accuracy of Object Detection. - Alexey Bochkovskiy; Chien-Yao Wang; Hong-Yuan Mark Liao (CoRR, 2020)

Scaled-YOLOv4: Scaling Cross Stage Partial Network. - Chien-Yao Wang; Alexey Bochkovskiy; Hong-Yuan Mark Liao (CVPR, 2021)

Vision Transformers for Dense Prediction. - René Ranftl; Alexey Bochkovskiy; Vladlen Koltun (ICCV, 2021)

Non-deep Networks. - Ankit Goyal 001; Alexey Bochkovskiy; Jia Deng 001; Vladlen Koltun (NeurIPS, 2022)

YOLOv7: Trainable Bag-of-Freebies Sets New State-of-the-Art for Real-Time Object Detectors. - Chien-Yao Wang; Alexey Bochkovskiy; Hong-Yuan Mark Liao (CVPR, 2023)

Depth Pro: Sharp Monocular Metric Depth in Less Than a Second. - Alexey Bochkovskiy; Amaël Delaunoy; Hugo Germain; Marcel Santos; Yichao Zhou; Stephan R. Richter; Vladlen Koltun (ICLR, 2025)