Papers citing 'Domain-robust VQA with diverse datasets and methods but no target labels'

Title
Text-conditioned State Space Model For Domain-generalized Change Detection Visual Question Answering Elman Ghazaei Erchan Aptoula 165 0 0 12 Aug 2025
FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question AnsweringComputer Vision and Pattern Recognition (CVPR), 2025 Chengyue Huang Brisa Maneechotesuwan Shivang Chopra Z. Kira AAML 268 4 0 27 May 2025
VolDoGer: LLM-assisted Datasets for Domain Generalization in Vision-Language Tasks Juhwan Choi Junehyoung Kwon Jungmin Yun Seunguk Yu Youngbin Kim 309 3 0 29 Jul 2024
Q: How to Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images!Computer Vision and Pattern Recognition (CVPR), 2023 Zaid Khan B. Vijaykumar S. Schulter Xiang Yu Y. Fu Manmohan Chandraker VLM MLLM 228 24 0 06 Jun 2023
Modularized Zero-shot VQA with Pre-trained ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Rui Cao Jing Jiang LRM 254 3 0 27 May 2023
Cross3DVG: Cross-Dataset 3D Visual Grounding on Different RGB-D ScansInternational Conference on 3D Vision (3DV), 2023 Taiki Miyanishi Daich Azuma Shuhei Kurita M. Kawanabe 274 11 0 23 May 2023
Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual ReasoningComputer Vision and Pattern Recognition (CVPR), 2022 Zhuowan Li Xingrui Wang Elias Stengel-Eskin Adam Kortylewski Wufei Ma Benjamin Van Durme Max Planck Institute for Informatics OOD LRM 232 102 0 01 Dec 2022
CL-CrossVQA: A Continual Learning Benchmark for Cross-Domain Visual Question AnsweringIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Yao Zhang Haokun Chen A. Frikha Yezi Yang Denis Krompass Gengyuan Zhang Jindong Gu Volker Tresp VLM LRM 188 8 0 19 Nov 2022
Multimodal Learning with Transformers: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Peng Xu Xiatian Zhu David Clifton ViT 503 829 0 13 Jun 2022
Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution GeneralizationFindings (Findings), 2022 Aishwarya Agrawal Ivana Kajić Emanuele Bugliarello Elnaz Davoodi Anita Gergely Phil Blunsom Aida Nematzadeh OOD 239 21 0 24 May 2022
SimVQA: Exploring Simulated Environments for Visual Question AnsweringComputer Vision and Pattern Recognition (CVPR), 2022 Paola Cascante-Bonilla Hui Wu Letao Wang Rogerio Feris Vicente Ordonez 187 9 0 31 Mar 2022