Open-Vocabulary Object Detectors: Robustness Challenges under Distribution Shifts

1 April 2024

Papers citing "Open-Vocabulary Object Detectors: Robustness Challenges under Distribution Shifts"

6 / 6 papers shown

Title
ObjectCompose: Evaluating Resilience of Vision-Based Models on Object-to-Background Compositional Changes H. Malik Muhammad Huzaifa Muzammal Naseer Salman Khan Fahad Shahbaz Khan DiffM 40 2 0 07 Mar 2024
Three ways to improve feature alignment for open vocabulary detection Relja Arandjelović A. Andonian A. Mensch Olivier J. Hénaff Jean-Baptiste Alayrac Andrew Zisserman VLM ObjD 28 19 0 23 Mar 2023
Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection Luting Wang Yi Liu Penghui Du Zihan Ding Yue Liao Qiaosong Qi Biaolong Chen Si Liu ObjD VLM 66 61 0 10 Mar 2023
Unsolved Problems in ML Safety Dan Hendrycks Nicholas Carlini John Schulman Jacob Steinhardt 164 268 0 28 Sep 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 2021
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 269 35,677 0 08 Jun 2015