Sunny and Dark Outside?! Improving Answer Consistency in VQA through
Entailed Question Generation

Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation

10 September 2019

Giedrius Burachas

Papers citing "Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation"

15 / 15 papers shown

Title
Introducing Verification Task of Set Consistency with Set-Consistency Energy Networks Mooho Song Hyeryung Son Jay-Yoon Lee 52 0 0 12 Mar 2025
3VL: Using Trees to Improve Vision-Language Models' Interpretability Nir Yellinek Leonid Karlinsky Raja Giryes CoGe VLM 49 4 0 28 Dec 2023
Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models Yangyi Chen Karan Sikka Michael Cogswell Heng Ji Ajay Divakaran LRM 36 25 0 08 Sep 2023
COLA: A Benchmark for Compositional Text-to-image Retrieval Arijit Ray Filip Radenovic Abhimanyu Dubey Bryan A. Plummer Ranjay Krishna Kate Saenko CoGe VLM 41 34 0 05 May 2023
Benchmarking Spatial Relationships in Text-to-Image Generation Tejas Gokhale Hamid Palangi Besmira Nushi Vibhav Vineet Eric Horvitz Ece Kamar Chitta Baral Yezhou Yang EGVM 51 66 0 20 Dec 2022
Teaching Structured Vision&Language Concepts to Vision&Language Models Sivan Doveh Assaf Arbelle Sivan Harary Yikang Shen Roei Herzig ... Donghyun Kim Raja Giryes Rogerio Feris S. Ullman Leonid Karlinsky VLM CoGe 56 70 0 21 Nov 2022
Consistency-preserving Visual Question Answering in Medical Imaging Sergio Tascon-Morales Pablo Márquez-Neila Raphael Sznitman MedIm 27 12 0 27 Jun 2022
Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering Jihyung Kil Cheng Zhang D. Xuan Wei-Lun Chao 61 20 0 13 Sep 2021
BiaSwap: Removing dataset bias with bias-tailored swapping augmentation Eungyeup Kim Jihyeon Janel Lee Jaegul Choo 27 86 0 23 Aug 2021
Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions Daniel Rosenberg Itai Gat Amir Feder Roi Reichart AAML 39 16 0 08 Jun 2021
A Closer Look at the Robustness of Vision-and-Language Pre-trained Models Linjie Li Zhe Gan Jingjing Liu VLM 33 42 0 15 Dec 2020
WeaQA: Weak Supervision via Captions for Visual Question Answering Pratyay Banerjee Tejas Gokhale Yezhou Yang Chitta Baral 25 35 0 04 Dec 2020
IQ-VQA: Intelligent Visual Question Answering Vatsal Goel Mohit Chandak A. Anand Prithwijit Guha 28 5 0 08 Jul 2020
The Impact of Explanations on AI Competency Prediction in VQA Kamran Alipour Arijit Ray Xiaoyu Lin J. Schulze Yi Yao Giedrius Burachas 27 9 0 02 Jul 2020
Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing Vedika Agarwal Rakshith Shetty Mario Fritz CML AAML 32 155 0 16 Dec 2019