Neural Module Networks

9 November 2015

Papers citing "Neural Module Networks"

50 / 624 papers shown

Title
Compositional Program Generation for Few-Shot Systematic Generalization Tim Klinger Luke Liu Soham Dan A. Rezaee Parikshit Ram Ali Movaghar NAI 32 3 0 28 Sep 2023
D3: Data Diversity Design for Systematic Generalization in Visual Question Answering Amir Rahimi Vanessa D’Amario Moyuru Yamada Kentaro Takemoto Tomotake Sasaki Xavier Boix 41 1 0 15 Sep 2023
Dynamic MOdularized Reasoning for Compositional Structured Explanation Generation Xiyan Fu Anette Frank LRM 39 1 0 14 Sep 2023
Neurons in Large Language Models: Dead, N-gram, Positional Elena Voita Javier Ferrando Christoforos Nalmpantis MILM 50 49 0 09 Sep 2023
A Survey on Interpretable Cross-modal Reasoning Dizhan Xue Shengsheng Qian Zuyi Zhou Changsheng Xu LRM 29 4 0 05 Sep 2023
Generative Model for Models: Rapid DNN Customization for Diverse Tasks and Resource Constraints Wenxing Xu Yuanchun Li Jiacheng Liu Yiyou Sun Zhengyang Cao Yixuan Li Hao Wen Yunxin Liu 30 0 0 29 Aug 2023
TextManiA: Enriching Visual Feature by Text-driven Manifold Augmentation Moon Ye-Bin Jisoo Kim Hong-Kyu Kim Kilho Son Tae-Hyun Oh 37 9 0 27 Jul 2023
Efficient Learning of Discrete-Continuous Computation Graphs David Friede Mathias Niepert 13 3 0 26 Jul 2023
Free-Form Composition Networks for Egocentric Action Recognition Haoran Wang Qinghua Cheng Baosheng Yu Yibing Zhan Dapeng Tao Liang Ding Haibin Ling EgoV 59 0 0 13 Jul 2023
AVSegFormer: Audio-Visual Segmentation with Transformer Sheng Gao Zhe Chen Guo Chen Wenhai Wang Tong Lu VOS 37 46 0 03 Jul 2023
Answer Mining from a Pool of Images: Towards Retrieval-Based Visual Question Answering A. S. Penamakuri Manish Gupta Mithun Das Gupta Anand Mishra 45 7 0 29 Jun 2023
Tell Me Where to Go: A Composable Framework for Context-Aware Embodied Robot Navigation Harel Biggie Ajay Narasimha Mopidevi Dusty Woods Christoffer Heckman LM&Ro 16 11 0 15 Jun 2023
Modularity Trumps Invariance for Compositional Robustness I. Mason Anirban Sarkar Tomotake Sasaki Xavier Boix OOD 26 1 0 15 Jun 2023
Towards AGI in Computer Vision: Lessons Learned from GPT and Large Language Models Lingxi Xie Longhui Wei Xiaopeng Zhang Kaifeng Bi Xiaotao Gu Jianlong Chang Qi Tian 41 7 0 14 Jun 2023
AssistGPT: A General Multi-modal Assistant that can Plan, Execute, Inspect, and Learn Difei Gao Lei Ji Luowei Zhou Kevin Lin Joya Chen Zihan Fan Mike Zheng Shou MLLM 35 72 0 14 Jun 2023
Multimodal Explainable Artificial Intelligence: A Comprehensive Review of Methodological Advances and Future Research Directions N. Rodis Christos Sardianos Panagiotis I. Radoglou-Grammatikis Panagiotis G. Sarigiannidis Iraklis Varlamis Georgios Th. Papadopoulos 30 22 0 09 Jun 2023
ModuleFormer: Modularity Emerges from Mixture-of-Experts Songlin Yang Zheyu Zhang Tianyou Cao Shawn Tan Zhenfang Chen Chuang Gan KELM MoE 30 8 0 07 Jun 2023
M $^3$ IT: A Large-Scale Dataset towards Multi-Modal Multilingual Instruction Tuning Lei Li Yuwei Yin Shicheng Li Liang Chen Peiyi Wang ... Yazheng Yang Jingjing Xu Xu Sun Lingpeng Kong Qi Liu MLLM VLM 27 115 0 07 Jun 2023
Learning Transformer Programs Dan Friedman Alexander Wettig Danqi Chen 36 32 0 01 Jun 2023
Differentiable Tree Operations Promote Compositional Generalization Paul Soulos J. E. Hu Kate McCurdy Yunmo Chen Roland Fernandez P. Smolensky Jianfeng Gao AI4CE 27 7 0 01 Jun 2023
Emergent Modularity in Pre-trained Transformers Zhengyan Zhang Zhiyuan Zeng Yankai Lin Chaojun Xiao Xiaozhi Wang Xu Han Zhiyuan Liu Ruobing Xie Maosong Sun Jie Zhou MoE 47 24 0 28 May 2023
Modularized Zero-shot VQA with Pre-trained Models Rui Cao Jing Jiang LRM 35 2 0 27 May 2023
Deep Reinforcement Learning with Plasticity Injection Evgenii Nikishin Junhyuk Oh Georg Ostrovski Clare Lyle Razvan Pascanu Will Dabney André Barreto OffRL 26 50 0 24 May 2023
Decomposing Complex Queries for Tip-of-the-tongue Retrieval Kevin Lin Kyle Lo Joseph E. Gonzalez Dan Klein ReLM LMTD 28 16 0 24 May 2023
Improved Compositional Generalization by Generating Demonstrations for Meta-Learning Sam Spilsbury Alexander Ilin 53 1 0 22 May 2023
Semantic Composition in Visually Grounded Language Models Rohan Pandey CoGe 28 1 0 15 May 2023
HPE:Answering Complex Questions over Text by Hybrid Question Parsing and Execution Ye Liu Semih Yavuz Rui Meng Dragomir R. Radev Caiming Xiong Yingbo Zhou 40 8 0 12 May 2023
Overinformative Question Answering by Humans and Machines Polina Tsvilodub Michael Franke Robert D. Hawkins Noah D. Goodman 28 3 0 11 May 2023
Multimodal Graph Transformer for Multimodal Question Answering Xuehai He Xin Eric Wang 36 7 0 30 Apr 2023
Learning to Extrapolate: A Transductive Approach Aviv Netanyahu Abhishek Gupta Max Simchowitz Kaipeng Zhang Pulkit Agrawal 49 15 0 27 Apr 2023
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models Pan Lu Baolin Peng Hao Cheng Michel Galley Kai-Wei Chang Ying Nian Wu Song-Chun Zhu Jianfeng Gao KELM MLLM LRM 58 302 0 19 Apr 2023
Scallop: A Language for Neurosymbolic Programming Ziyang Li Jiani Huang Mayur Naik ReLM LRM NAI 29 30 0 10 Apr 2023
MOPA: Modular Object Navigation with PointGoal Agents Sonia Raychaudhuri Tommaso Campari Unnat Jain Manolis Savva Angel X. Chang 3DPC 29 8 0 07 Apr 2023
Improving Visual Question Answering Models through Robustness Analysis and In-Context Learning with a Chain of Basic Questions Jia-Hong Huang Modar Alfadly Guohao Li M. Worring OOD AAML 52 5 0 06 Apr 2023
ChartReader: A Unified Framework for Chart Derendering and Comprehension without Heuristic Rules Zhi-Qi Cheng Qianwen Dai Siyao Li Jingdong Sun Teruko Mitamura Alexander G. Hauptmann 29 21 0 05 Apr 2023
NS3D: Neuro-Symbolic Grounding of 3D Objects and Relations Joy Hsu Jiayuan Mao Jiajun Wu PINN 48 48 0 23 Mar 2023
Divide and Conquer: Answering Questions with Object Factorization and Compositional Reasoning Shi Chen Qi Zhao 47 5 0 18 Mar 2023
ViperGPT: Visual Inference via Python Execution for Reasoning Dídac Surís Sachit Menon Carl Vondrick MLLM LRM ReLM 47 435 0 14 Mar 2023
Modular Deep Learning Jonas Pfeiffer Sebastian Ruder Ivan Vulić Edoardo Ponti MoMe OOD 34 73 0 22 Feb 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 36 15 0 17 Feb 2023
BinaryVQA: A Versatile Test Set to Evaluate the Out-of-Distribution Generalization of VQA Models Ali Borji CoGe 15 1 0 28 Jan 2023
Projected Subnetworks Scale Adaptation Siddhartha Datta N. Shadbolt VLM CLL 28 0 0 27 Jan 2023
Break It Down: Evidence for Structural Compositionality in Neural Networks Michael A. Lepori Thomas Serre Ellie Pavlick 46 30 0 26 Jan 2023
Syntax-guided Neural Module Distillation to Probe Compositionality in Sentence Embeddings Rohan Pandey 27 1 0 21 Jan 2023
See, Think, Confirm: Interactive Prompting Between Vision and Language Models for Knowledge-based Visual Reasoning Zhenfang Chen Qinhong Zhou Songlin Yang Yining Hong Hao Zhang Chuang Gan LRM VLM 42 36 0 12 Jan 2023
VQA and Visual Reasoning: An Overview of Recent Datasets, Methods and Challenges R. Zakari Jim Wilson Owusu Hailin Wang Ke Qin Zaharaddeen Karami Lawal Yue-hong Dong LRM 35 16 0 26 Dec 2022
Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment Rohan Pandey Rulin Shao Paul Pu Liang Ruslan Salakhutdinov Louis-Philippe Morency 31 12 0 20 Dec 2022
Does CLIP Bind Concepts? Probing Compositionality in Large Image Models Martha Lewis Nihal V. Nayak Peilin Yu Qinan Yu Jack Merullo Stephen H. Bach Ellie Pavlick VLM OCL CoGe 34 59 0 20 Dec 2022
Graph Neural Networks in Computer Vision -- Architectures, Datasets and Common Approaches Maciej Krzywda S. Lukasik Amir H. Gandomi GNN 29 10 0 20 Dec 2022
Are Deep Neural Networks SMARTer than Second Graders? A. Cherian Kuan-Chuan Peng Suhas Lohit Kevin A. Smith J. Tenenbaum AAML LRM ReLM 35 29 0 20 Dec 2022