Selectively Answering Visual Questions

3 June 2024

Julian Martin Eisenschlos

Papers citing "Selectively Answering Visual Questions"

23 / 23 papers shown

Title
PaLI-3 Vision Language Models: Smaller, Faster, Stronger Xi Chen Xiao Wang Lucas Beyer Alexander Kolesnikov Jialin Wu ... Keran Rong Tianli Yu Daniel Keysers Xiao-Qi Zhai Radu Soricut MLLM VLM 90 97 0 13 Oct 2023
Improved Baselines with Visual Instruction Tuning Haotian Liu Chunyuan Li Yuheng Li Yong Jae Lee VLM MLLM 108 2,672 0 05 Oct 2023
VQA Therapy: Exploring Answer Differences by Visually Grounding Answers Chongyan Chen Samreen Anjum Danna Gurari 59 9 0 21 Aug 2023
Benchmarking Large Language Model Capabilities for Conditional Generation Joshua Maynez Priyanka Agrawal Sebastian Gehrmann ELM LM&MA 65 31 0 29 Jun 2023
Improving Selective Visual Question Answering by Learning from Your Peers Corentin Dancette Spencer Whitehead Rishabh Maheshwary Ramakrishna Vedantam Stefan Scherer Xinlei Chen Matthieu Cord Marcus Rohrbach AAML OOD 54 17 0 14 Jun 2023
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 167 3,110 0 20 Oct 2022
Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly Spencer Whitehead Suzanne Petryk Vedaad Shakib Joseph E. Gonzalez Trevor Darrell Anna Rohrbach Marcus Rohrbach 72 56 0 28 Apr 2022
Semantic Answer Similarity for Evaluating Question Answering Models Julian Risch Timo Moller Julian Gutsch M. Pietsch ELM 54 70 0 13 Aug 2021
Correlated Input-Dependent Label Noise in Large-Scale Image Classification Mark Collier Basil Mustafa Efi Kokiopoulou Rodolphe Jenatton Jesse Berent NoLa 199 54 0 19 May 2021
How Can We Know When Language Models Know? On the Calibration of Language Models for Question Answering Zhengbao Jiang Jun Araki Haibo Ding Graham Neubig UQCV 58 432 0 02 Dec 2020
Selective Question Answering under Domain Shift Amita Kamath Robin Jia Percy Liang OOD 39 212 0 16 Jun 2020
BLEURT: Learning Robust Metrics for Text Generation Thibault Sellam Dipanjan Das Ankur P. Parikh 81 1,489 0 09 Apr 2020
Calibration of Pre-trained Transformers Shrey Desai Greg Durrett UQLM 283 300 0 17 Mar 2020
MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers Wenhui Wang Furu Wei Li Dong Hangbo Bao Nan Yang Ming Zhou VLM 122 1,260 0 25 Feb 2020
Captioning Images Taken by People Who Are Blind Danna Gurari Yinan Zhao Meng Zhang Nilavra Bhattacharya 59 182 0 20 Feb 2020
Effect of Confidence and Explanation on Accuracy and Trust Calibration in AI-Assisted Decision Making Yunfeng Zhang Q. V. Liao Rachel K. E. Bellamy 73 674 0 07 Jan 2020
Generating Natural Language Adversarial Examples M. Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani B. Srivastava Kai-Wei Chang AAML 402 928 0 21 Apr 2018
Adafactor: Adaptive Learning Rates with Sublinear Memory Cost Noam M. Shazeer Mitchell Stern ODL 72 1,043 0 11 Apr 2018
VizWiz Grand Challenge: Answering Visual Questions from Blind People Danna Gurari Qing Li Abigale Stangl Anhong Guo Chi Lin Kristen Grauman Jiebo Luo Jeffrey P. Bigham CoGe 80 844 0 22 Feb 2018
On Calibration of Modern Neural Networks Chuan Guo Geoff Pleiss Yu Sun Kilian Q. Weinberger UQCV 278 5,812 0 14 Jun 2017
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering Yash Goyal Tejas Khot D. Summers-Stay Dhruv Batra Devi Parikh CoGe 322 3,224 0 02 Dec 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 239 8,113 0 16 Jun 2016
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 180 5,452 0 03 May 2015