Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding

4 October 2018

Kexin Yi

Jiajun Wu

Chuang Gan

Antonio Torralba

Papers citing "Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding"

26 / 76 papers shown

Title
Weakly Supervised Explainable Phrasal Reasoning with Neural Fuzzy Logic Zijun Wu Zi Xuan Zhang Atharva Naik Zhijian Mei Mauajama Firdaus Lili Mou LRM NAI 36 14 0 18 Sep 2021
Faster-LTN: a neuro-symbolic, end-to-end object detection architecture Francesco Manigrasso Filomeno Davide Miro Lia Morra Fabrizio Lamberti ObjD 13 14 0 05 Jul 2021
Adventurer's Treasure Hunt: A Transparent System for Visually Grounded Compositional Visual Question Answering based on Scene Graphs Daniel Reich F. Putze Tanja Schultz 22 2 0 28 Jun 2021
Promises and Pitfalls of Black-Box Concept Learning Models Anita Mahinpei Justin Clark Isaac Lage Finale Doshi-Velez Weiwei Pan 23 91 0 24 Jun 2021
Leveraging Language to Learn Program Abstractions and Search Heuristics Catherine Wong Kevin Ellis J. Tenenbaum Jacob Andreas 11 54 0 18 Jun 2021
Linguistic Structures as Weak Supervision for Visual Scene Graph Generation Keren Ye Adriana Kovashka 21 52 0 28 May 2021
MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding Aishwarya Kamath Mannat Singh Yann LeCun Gabriel Synnaeve Ishan Misra Nicolas Carion ObjD VLM 49 858 0 26 Apr 2021
Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning Zhenfang Chen Jiayuan Mao Jiajun Wu Kwan-Yee Kenneth Wong J. Tenenbaum Chuang Gan VGen 31 92 0 30 Mar 2021
Right for the Right Concept: Revising Neuro-Symbolic Concepts by Interacting with their Explanations Wolfgang Stammer P. Schramowski Kristian Kersting FAtt 14 106 0 25 Nov 2020
Axiom Learning and Belief Tracing for Transparent Decision Making in Robotics Tiago Mota Mohan Sridharan 11 5 0 20 Oct 2020
Neural Logic Reasoning Shaoyun Shi H. Chen Weizhi Ma Jiaxin Mao Min Zhang Yongfeng Zhang NAI LRM AI4CE 16 94 0 20 Aug 2020
AiR: Attention with Reasoning Capability Shi Chen Ming Jiang Jinhui Yang Qi Zhao LRM 11 36 0 28 Jul 2020
On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering Xinyu Wang Yuliang Liu Chunhua Shen Chun Chet Ng Canjie Luo Lianwen Jin C. Chan A. Hengel Liangwei Wang 26 91 0 24 Feb 2020
A Review on Intelligent Object Perception Methods Combining Knowledge-based Reasoning and Machine Learning Filippos Gouidis Alexandros Vassiliades T. Patkos Antonis Argyros Nick Bassiliades Dimitris Plexousakis OCL 19 12 0 26 Dec 2019
Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks Corentin Kervadec G. Antipov M. Baccouche Christian Wolf 16 14 0 06 Dec 2019
An Empirical Study on Leveraging Scene Graphs for Visual Question Answering Cheng Zhang Wei-Lun Chao D. Xuan 21 50 0 28 Jul 2019
Neural Probabilistic Logic Programming in DeepProbLog Robin Manhaeve Sebastijan Dumancic Angelika Kimmig T. Demeester Luc de Raedt NAI 19 541 0 18 Jul 2019
Compositional generalization in a deep seq2seq model by separating syntax and semantics Jacob Russin Jason Jo R. C. O'Reilly Yoshua Bengio 19 102 0 22 Apr 2019
Unsupervised and interpretable scene discovery with Discrete-Attend-Infer-Repeat Duo Wang M. Jamnik Pietro Lió BDL OCL 13 5 0 14 Mar 2019
RAVEN: A Dataset for Relational and Analogical Visual rEasoNing Chi Zhang Feng Gao Baoxiong Jia Yixin Zhu Song-Chun Zhu AIMat 14 303 0 07 Mar 2019
Answer Them All! Toward Universal Visual Question Answering Models Robik Shrestha Kushal Kafle Christopher Kanan 17 82 0 01 Mar 2019
Counterfactual Critic Multi-Agent Training for Scene Graph Generation Long Chen Hanwang Zhang Jun Xiao Xiangnan He Shiliang Pu Shih-Fu Chang 14 159 0 06 Dec 2018
Explainable and Explicit Visual Reasoning over Scene Graphs Jiaxin Shi Hanwang Zhang Juan-Zi Li OCL 155 230 0 05 Dec 2018
Generating Diverse Programs with Instruction Conditioned Reinforced Adversarial Learning Aishwarya Agrawal Mateusz Malinowski Felix Hill S. M. Ali Eslami Oriol Vinyals Tejas D. Kulkarni 16 4 0 03 Dec 2018
Interpretable Visual Question Answering by Reasoning on Dependency Trees Qingxing Cao Bailin Li Xiaodan Liang Liang Lin 20 55 0 06 Sep 2018
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 214 7,923 0 17 Aug 2015