Few-Shot Object Detection: Research Advances and Challenges

7 April 2024

Papers citing "Few-Shot Object Detection: Research Advances and Challenges"

9 / 9 papers shown

Title
Few-Shot Adaptation of Grounding DINO for Agricultural Domain Rajhans Singh Rafael Bidese Puhl Kshitiz Dhakal Sudhir Sornapudi 23 0 0 09 Apr 2025
From Dataset to Real-world: General 3D Object Detection via Generalized Cross-domain Few-shot Learning Shuangzhi Li Junlong Shen Lei Ma Xingyu Li 3DPC 48 0 0 08 Mar 2025
Super-Resolving Blurry Images with Events Chi Zhang Mingyuan Lin Xiang Zhang Chenxu Jiang Lei Yu SupR 35 0 0 11 May 2024
Detect Everything with Few Examples Xinyu Zhang Yuting Wang Abdeslam Boularias ObjD VLM 21 13 0 22 Sep 2023
ECEA: Extensible Co-Existing Attention for Few-Shot Object Detection Zhimeng Xin Tianxu Wu Shiming Chen Yixiong Zou Ling Shao Xinge You 14 4 0 15 Sep 2023
Detail Reinforcement Diffusion Model: Augmentation Fine-Grained Visual Categorization in Few-Shot Conditions Tianxu Wu Shuo Ye Shuhuang Chen Qinmu Peng Xinge You DiffM 15 3 0 15 Sep 2023
Hierarchical Few-Shot Object Detection: Problem, Benchmark and Method Lu Zhang Yang Wang Jiaogen Zhou Chenbo Zhang Yinglu Zhang Jihong Guan Yatao Bian Shuigeng Zhou 24 9 0 08 Oct 2022
DALL-E-Bot: Introducing Web-Scale Diffusion Models to Robotics Ivan Kapelyukh Vitalis Vosylius Edward Johns LM&Ro DiffM 96 143 0 05 Oct 2022
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014