CLIP the Gap: A Single Domain Generalization Approach for Object Detection

13 January 2023

Papers citing "CLIP the Gap: A Single Domain Generalization Approach for Object Detection"

20 / 20 papers shown

Title
Language-Driven Dual Style Mixing for Single-Domain Generalized Object Detection Hongda Qin Xiao Lu Zhiyong Wei Yihong Cao Kailun Yang Ningjiang Chen ObjD MLLM VLM 31 0 0 12 May 2025
Style-Adaptive Detection Transformer for Single-Source Domain Generalized Object Detection Jianhong Han Yupei Wang Liang Chen ViT 42 0 0 29 Apr 2025
Boosting Single-domain Generalized Object Detection via Vision-Language Knowledge Interaction Xiaoran Xu Jiangang Yang Wenyue Chong Wenhui Shi Sahil Sethi Jing Xing Jian Liu ObjD VLM 84 0 0 27 Apr 2025
PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection Xiaoran Xu Jiangang Yang Wenhui Shi Siyuan Ding Luqing Luo Jian Liu 92 1 0 24 Feb 2025
Multi-Domain Graph Foundation Models: Robust Knowledge Transfer via Topology Alignment Shuo Wang Bokui Wang Zhixiang Shen Boyan Deng Zhao Kang 113 1 0 04 Feb 2025
DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection Yiming Li Rui Zhang Hantao Yao X. Zhang Yifan Hao Xinkai Song Xiaqing Li Yongwei Zhao Ling Li Yunji Chen ObjD VLM 37 4 0 11 Oct 2024
Open-Set Video-based Facial Expression Recognition with Human Expression-sensitive Prompting Yuanyuan Liu Yuxuan Huang Shuyang Liu Yibing Zhan Zijing Chen Zhe Chen VLM 50 1 0 26 Apr 2024
Generalized Contrastive Learning for Multi-Modal Retrieval and Ranking Tianyu Zhu M. Jung Jesse Clark 91 1 0 12 Apr 2024
Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation Elham Amin Mansour Ozan Unal Suman Saha Benjamin Bejar Luc Van Gool 42 1 0 04 Apr 2024
GOOD: Towards Domain Generalized Orientated Object Detection Qi Bi Beichen Zhou Jingjun Yi Wei Ji Haolan Zhan Gui-Song Xia ObjD OOD 85 2 0 20 Feb 2024
Towards Building Self-Aware Object Detectors via Reliable Uncertainty Quantification and Calibration Kemal Oksuz Thomas Joy P. Dokania UQCV 23 16 0 03 Jul 2023
Learning Domain-Aware Detection Head with Prompt Tuning Haochen Li Rui Zhang Hantao Yao Xinkai Song Yifan Hao Yongwei Zhao Ling Li Yunji Chen VLM 27 14 0 09 Jun 2023
PØDA: Prompt-driven Zero-shot Domain Adaptation Mohammad Fahes Tuan-Hung Vu Andrei Bursuc Patrick Pérez Raoul de Charette VLM 38 45 0 06 Dec 2022
Cross-Domain Adaptive Teacher for Object Detection Yu-Jhe Li Xiaoliang Dai Chih-Yao Ma Yen-Cheng Liu Kan Chen Bichen Wu Zijian He Kris Kitani Peter Vajda ObjD 59 175 0 25 Nov 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 365 5,811 0 29 Apr 2021
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation Xiuye Gu Nayeon Lee Weicheng Kuo Huayu Chen VLM ObjD 225 899 0 28 Apr 2021
Harmonizing Transferability and Discriminability for Adapting Object Detectors Chaoqi Chen Zebiao Zheng Xinghao Ding Yue Huang Qi Dou 53 270 0 13 Mar 2020
Unbiased Mean Teacher for Cross-domain Object Detection Jinhong Deng Wen Li Yuhua Chen Lixin Duan 79 286 0 02 Mar 2020
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 177 9,342 0 28 May 2015
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 293 31,267 0 16 Jan 2013