Explainable Neural Computation via Stack Neural Module Networks

23 July 2018

Papers citing "Explainable Neural Computation via Stack Neural Module Networks"

26 / 26 papers shown

Title
Compositional Instruction Following with Language Models and Reinforcement Learning Vanya Cohen Geraud Nangue Tasse N. Gopalan Steven D. James Matthew C. Gombolay Ray Mooney Benjamin Rosman 71 0 0 21 Jan 2025
3D-Aware Visual Question Answering about Parts, Poses and Occlusions Xingrui Wang Wufei Ma Zhuowan Li Adam Kortylewski Alan L. Yuille CoGe 19 12 0 27 Oct 2023
Learning Label Modular Prompts for Text Classification in the Wild Hailin Chen Amrita Saha Shafiq R. Joty Steven C. H. Hoi OOD VLM 13 5 0 30 Nov 2022
Visual Programming: Compositional visual reasoning without training Tanmay Gupta Aniruddha Kembhavi ReLM VLM LRM 43 399 0 18 Nov 2022
Learning to Collocate Visual-Linguistic Neural Modules for Image Captioning Xu Yang Hanwang Zhang Chongyang Gao Jianfei Cai MLLM 25 10 0 04 Oct 2022
Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees Swarnadeep Saha Shiyue Zhang Peter Hase Mohit Bansal 16 19 0 21 Sep 2022
FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations Lingjie Mei Jiayuan Mao Ziqi Wang Chuang Gan J. Tenenbaum VLM 12 21 0 30 Mar 2022
REX: Reasoning-aware and Grounded Explanation Shi Chen Qi Zhao 20 18 0 11 Mar 2022
Bilateral Cross-Modality Graph Matching Attention for Feature Fusion in Visual Question Answering Jianjian Cao Xiameng Qin Sanyuan Zhao Jianbing Shen 23 20 0 14 Dec 2021
Video as Conditional Graph Hierarchy for Multi-Granular Question Answering Junbin Xiao Angela Yao Zhiyuan Liu Yicong Li Wei Ji Tat-Seng Chua 30 111 0 12 Dec 2021
Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language Mingyu Ding Zhenfang Chen Tao Du Ping Luo J. Tenenbaum Chuang Gan VGen PINN OCL 22 74 0 28 Oct 2021
Knowledge-based Embodied Question Answering Sinan Tan Mengmeng Ge Di Guo Huaping Liu F. Sun 22 20 0 16 Sep 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
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
Commands 4 Autonomous Vehicles (C4AV) Workshop Summary Thierry Deruyttere Simon Vandenhende Dusan Grujicic Yu Liu Luc Van Gool Matthew Blaschko Tinne Tuytelaars Marie-Francine Moens 22 6 0 18 Sep 2020
Cosine meets Softmax: A tough-to-beat baseline for visual grounding N. Rufus U. R. Nair K. M. Krishna Vineet Gandhi 16 13 0 13 Sep 2020
Systematic Generalization on gSCAN with Language Conditioned Embedding Tong Gao Qi Huang Raymond J. Mooney 11 22 0 11 Sep 2020
Explainable Face Recognition Jonathan R. Williford Brandon B. May J. Byrne CVBM 13 71 0 03 Aug 2020
Learning to Discretely Compose Reasoning Module Networks for Video Captioning Ganchao Tan Daqing Liu Meng Wang Zhengjun Zha LRM 21 73 0 17 Jul 2020
Giving Commands to a Self-driving Car: A Multimodal Reasoner for Visual Grounding Thierry Deruyttere Guillem Collell Marie-Francine Moens LRM 6 8 0 19 Mar 2020
Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing Vedika Agarwal Rakshith Shetty Mario Fritz CML AAML 19 155 0 16 Dec 2019
Self-Critical Reasoning for Robust Visual Question Answering Jialin Wu Raymond J. Mooney OOD NAI 24 159 0 24 May 2019
Learning to Collocate Neural Modules for Image Captioning Xu Yang Hanwang Zhang Jianfei Cai 11 77 0 18 Apr 2019
Explainable and Explicit Visual Reasoning over Scene Graphs Jiaxin Shi Hanwang Zhang Juan-Zi Li OCL 155 230 0 05 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
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 144 1,464 0 06 Jun 2016