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

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

Computer Vision and Pattern Recognition (CVPR), 2021
Ruotong Wang
Tristan D. Maidment
Ahmad Diab
Adriana Kovashka
R. Hwa
    OOD
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Papers citing "Domain-robust VQA with diverse datasets and methods but no target labels"

11 / 11 papers shown
Text-conditioned State Space Model For Domain-generalized Change Detection Visual Question Answering
Text-conditioned State Space Model For Domain-generalized Change Detection Visual Question Answering
Elman Ghazaei
Erchan Aptoula
196
0
0
12 Aug 2025
FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question Answering
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
280
4
0
27 May 2025
VolDoGer: LLM-assisted Datasets for Domain Generalization in Vision-Language Tasks
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!
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
VLMMLLM
248
24
0
06 Jun 2023
Modularized Zero-shot VQA with Pre-trained Models
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 Scans
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
293
11
0
23 May 2023
Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning
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
OODLRM
232
102
0
01 Dec 2022
CL-CrossVQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering
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
VLMLRM
203
8
0
19 Nov 2022
Multimodal Learning with Transformers: A Survey
Multimodal Learning with Transformers: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Peng Xu
Xiatian Zhu
David Clifton
ViT
529
836
0
13 Jun 2022
Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization
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 Answering
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
209
9
0
31 Mar 2022