Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real
Images

Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images

1 October 2021

Elias Stengel-Eskin

Cihang Xie

Benjamin Van Durme

Papers citing "Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images"

16 / 16 papers shown

Title
Machine Number Sense: A Dataset of Visual Arithmetic Problems for Abstract and Relational Reasoning Wenhe Zhang Chi Zhang Yixin Zhu Song-Chun Zhu AIMat 49 26 0 25 Apr 2020
Counterfactual Samples Synthesizing for Robust Visual Question Answering Long Chen Xin Yan Jun Xiao Hanwang Zhang Shiliang Pu Yueting Zhuang OOD AAML 183 292 0 14 Mar 2020
Learning Perceptual Inference by Contrasting Chi Zhang Baoxiong Jia Feng Gao Yixin Zhu Hongjing Lu Song-Chun Zhu LRM 43 108 0 29 Nov 2019
Dynamic Graph Attention for Referring Expression Comprehension Sibei Yang Guanbin Li Yizhou Yu OCL 54 216 0 18 Sep 2019
Learning by Abstraction: The Neural State Machine Drew A. Hudson Christopher D. Manning NAI OCL 53 259 0 09 Jul 2019
RUBi: Reducing Unimodal Biases in Visual Question Answering Rémi Cadène Corentin Dancette H. Ben-younes Matthieu Cord Devi Parikh CML 70 373 0 24 Jun 2019
AMR Parsing as Sequence-to-Graph Transduction Sheng Zhang Xutai Ma Kevin Duh Benjamin Van Durme 50 148 0 21 May 2019
The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision Jiayuan Mao Chuang Gan Pushmeet Kohli J. Tenenbaum Jiajun Wu NAI 96 694 0 26 Apr 2019
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding Kexin Yi Jiajun Wu Chuang Gan Antonio Torralba Pushmeet Kohli J. Tenenbaum NAI 72 606 0 04 Oct 2018
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering Peter Anderson Xiaodong He Chris Buehler Damien Teney Mark Johnson Stephen Gould Lei Zhang AIMat 100 4,201 0 25 Jul 2017
Inferring and Executing Programs for Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Judy Hoffman Li Fei-Fei C. L. Zitnick Ross B. Girshick NAI 61 542 0 10 May 2017
Learning to Reason: End-to-End Module Networks for Visual Question Answering Ronghang Hu Jacob Andreas Marcus Rohrbach Trevor Darrell Kate Saenko KELM GNN ReLM LRM 96 575 0 18 Apr 2017
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Li Fei-Fei C. L. Zitnick Ross B. Girshick CoGe 271 2,346 0 20 Dec 2016
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 285 3,187 0 02 Dec 2016
Stacked Attention Networks for Image Question Answering Zichao Yang Xiaodong He Jianfeng Gao Li Deng Alex Smola BDL 88 1,875 0 07 Nov 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 279 10,034 0 10 Feb 2015