Perceptual Score: What Data Modalities Does Your Model Perceive?

27 October 2021

Papers citing "Perceptual Score: What Data Modalities Does Your Model Perceive?"

7 / 7 papers shown

Title
Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Explanations? Letitia Parcalabescu Anette Frank MLLM CoGe VLM 79 3 0 29 Apr 2024
Impact of architecture on robustness and interpretability of multispectral deep neural networks Charles Godfrey Elise Bishoff Myles Mckay E. Byler 17 0 0 21 Sep 2023
Boosting Multi-modal Model Performance with Adaptive Gradient Modulation Hong Li Xingyu Li Pengbo Hu Yinuo Lei Chunxiao Li Yi Zhou 28 20 0 15 Aug 2023
ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic Yoad Tewel Yoav Shalev Idan Schwartz Lior Wolf VLM 30 191 0 29 Nov 2021
Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional Entropies Itai Gat Idan Schwartz A. Schwing Tamir Hazan 51 88 0 21 Oct 2020
Counterfactual Samples Synthesizing for Robust Visual Question Answering Long Chen Xin Yan Jun Xiao Hanwang Zhang Shiliang Pu Yueting Zhuang OOD AAML 138 287 0 14 Mar 2020
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets Mor Geva Yoav Goldberg Jonathan Berant 235 319 0 21 Aug 2019