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Neural Module Networks

9 November 2015

Papers citing "Neural Module Networks"

50 / 634 papers shown

Title
Vision Generalist Model: A Survey Ziyi Wang Yongming Rao Shuofeng Sun Xinrun Liu Yi Wei ... Zuyan Liu Yanbo Wang Hongmin Liu Jie Zhou Jiwen Lu 65 0 0 11 Jun 2025
Language-Vision Planner and Executor for Text-to-Visual Reasoning Yichang Xu Gaowen Liu Ramana Rao Kompella Sihao Hu Tiansheng Huang Fatih Ilhan Selim Furkan Tekin Zachary Yahn Ling Liu LRM VLM 20 0 0 09 Jun 2025
Collaborative Learning in Agentic Systems: A Collective AI is Greater Than the Sum of Its Parts Saptarshi Nath Christos Peridis Eseoghene Benjamin Xinran Liu Soheil Kolouri Peter Kinnell Zexin Li Cong Liu Shirin Dora Andrea Soltoggio 30 0 0 05 Jun 2025
CIVET: Systematic Evaluation of Understanding in VLMs Massimo Rizzoli Simone Alghisi Olha Khomyn Gabriel Roccabruna Seyed Mahed Mousavi Giuseppe Riccardi 161 0 0 05 Jun 2025
Argus Inspection: Do Multimodal Large Language Models Possess the Eye of Panoptes? Yang Yao Lingyu Li Jiaxin Song Chiyu Chen Zhenqi He ... Xin Wang Tianle Gu Jie Li Yan Teng Yingchun Wang LRM 10 0 0 03 Jun 2025
SemIRNet: A Semantic Irony Recognition Network for Multimodal Sarcasm Detection Jingxuan Zhou Yuehao Wu Yibo Zhang Yeyubei Zhang Yunchong Liu Bolin Huang Chunhong Yuan 12 0 0 28 May 2025
The Coverage Principle: A Framework for Understanding Compositional Generalization Hoyeon Chang Jinho Park Hanseul Cho Sohee Yang Miyoung Ko Hyeonbin Hwang Seungpil Won Dohaeng Lee Youbin Ahn Minjoon Seo 59 0 0 26 May 2025
Understanding Complexity in VideoQA via Visual Program Generation Cristobal Eyzaguirre Igor Vasiljevic Achal Dave Jiajun Wu Rares Andrei Ambrus Thomas Kollar Juan Carlos Niebles P. Tokmakov 73 0 0 19 May 2025
Neuro-Symbolic Concepts Jiayuan Mao Joshua B. Tenenbaum Jiajun Wu NAI 110 0 0 09 May 2025
A Theoretical Analysis of Compositional Generalization in Neural Networks: A Necessary and Sufficient Condition Yuanpeng Li CoGe 445 0 0 05 May 2025
Deep Learning with Pretrained Ínternal World' Layers: A Gemma 3-Based Modular Architecture for Wildfire Prediction Ayoub Jadouli Chaker El Amrani KELM AI4TS 146 0 0 20 Apr 2025
A Study on Neuro-Symbolic Artificial Intelligence: Healthcare Perspectives Delower Hossain Jake Y Chen NAI 85 1 0 23 Mar 2025
Hybrid Learners Do Not Forget: A Brain-Inspired Neuro-Symbolic Approach to Continual Learning Amin Banayeeanzade Mohammad Rostami CLL 97 0 0 16 Mar 2025
Make Haste Slowly: A Theory of Emergent Structured Mixed Selectivity in Feature Learning ReLU Networks Devon Jarvis Richard Klein Benjamin Rosman Andrew M. Saxe MLT 148 2 0 08 Mar 2025
A Theory of Initialisation's Impact on Specialisation Devon Jarvis Sebastian Lee Clémentine Dominé Andrew M. Saxe Stefano Sarao Mannelli CLL 117 2 0 04 Mar 2025
Predicate Hierarchies Improve Few-Shot State Classification Emily Jin Joy Hsu Jiajun Wu OffRL 146 0 0 18 Feb 2025
Skill Expansion and Composition in Parameter Space Tenglong Liu Junjie Li Yinan Zheng Haoyi Niu Yixing Lan Xin Xu Xianyuan Zhan 129 4 0 09 Feb 2025
PatentLMM: Large Multimodal Model for Generating Descriptions for Patent Figures Shivalika Singh Nakul Sharma Manish Gupta Anand Mishra 143 1 0 28 Jan 2025
PuzzleGPT: Emulating Human Puzzle-Solving Ability for Time and Location Prediction Hammad A. Ayyubi Xuande Feng Junzhang Liu Xudong Lin Zhecan Wang Shih-Fu Chang 72 1 0 24 Jan 2025
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 107 0 0 21 Jan 2025
Physics of Skill Learning Ziming Liu Yizhou Liu Eric J. Michaud Jeff Gore Max Tegmark 119 2 0 21 Jan 2025
Flexible task abstractions emerge in linear networks with fast and bounded units Kai Sandbrink Jan P. Bauer A. Proca Andrew M. Saxe Christopher Summerfield Ali Hummos 121 2 0 17 Jan 2025
The Quest for Visual Understanding: A Journey Through the Evolution of Visual Question Answering Anupam Pandey Deepjyoti Bodo Arpan Phukan Asif Ekbal 150 0 0 13 Jan 2025
Forward Once for All: Structural Parameterized Adaptation for Efficient Cloud-coordinated On-device Recommendation Kairui Fu Zheqi Lv Shengyu Zhang Fan Wu Kun Kuang 68 1 0 07 Jan 2025
Decoupling Knowledge and Reasoning in Transformers: A Modular Architecture with Generalized Cross-Attention Zhenyu Guo Wenguang Chen 78 0 0 01 Jan 2025
Towards Visual Grounding: A Survey Linhui Xiao Xiaoshan Yang X. Lan Yaowei Wang Changsheng Xu ObjD 282 5 0 31 Dec 2024
Language Model as Visual Explainer Xingyi Yang Xinchao Wang VLM 71 0 0 08 Dec 2024
TANGO: Training-free Embodied AI Agents for Open-world Tasks Filippo Ziliotto Tommaso Campari Luciano Serafini Lamberto Ballan LLMAG LM&Ro MLLM LRM 150 2 0 05 Dec 2024
A Comprehensive Survey on Visual Question Answering Datasets and Algorithms Raihan Kabir Naznin Haque Md. Saiful Islam Marium-E. Jannat CoGe 85 1 0 17 Nov 2024
Improving DNN Modularization via Activation-Driven Training Tuan Ngo Abid Hassan Saad Shafiq Nenad Medvidovic MoMe 72 0 0 01 Nov 2024
SimpsonsVQA: Enhancing Inquiry-Based Learning with a Tailored Dataset Ngoc Dung Huynh Mohamed Reda Bouadjenek Sunil Aryal Imran Razzak Hakim Hacid 83 0 0 30 Oct 2024
A Complexity-Based Theory of Compositionality Eric Elmoznino Thomas Jiralerspong Yoshua Bengio Guillaume Lajoie CoGe 155 10 0 18 Oct 2024
AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark Wenhao Chai Enxin Song Y. Du Chenlin Meng Vashisht Madhavan Omer Bar-Tal Jeng-Neng Hwang Saining Xie Christopher D. Manning 3DV 217 37 0 04 Oct 2024
On The Specialization of Neural Modules Devon Jarvis Richard Klein Benjamin Rosman Andrew M. Saxe 133 14 0 23 Sep 2024
Discovering Object Attributes by Prompting Large Language Models with Perception-Action APIs A. Mavrogiannis Dehao Yuan Yiannis Aloimonos LM&Ro 80 0 0 23 Sep 2024
Breaking Neural Network Scaling Laws with Modularity Akhilan Boopathy Sunshine Jiang William Yue Jaedong Hwang Abhiram Iyer Ila Fiete OOD 136 2 0 09 Sep 2024
One-shot Video Imitation via Parameterized Symbolic Abstraction Graphs Jianren Wang Kangni Liu Dingkun Guo Xian Zhou Christopher G Atkeson 66 0 0 22 Aug 2024
ExoViP: Step-by-step Verification and Exploration with Exoskeleton Modules for Compositional Visual Reasoning Yanjie Wang Alan Yuille Zhuowan Li Zilong Zheng LRM 123 5 0 05 Aug 2024
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs Nitay Calderon Roi Reichart 130 16 0 27 Jul 2024
Gradient-based inference of abstract task representations for generalization in neural networks Ali Hummos Felipe del-Rio Brabeeba Mien Wang Julio Hurtado Cristian B. Calderon G. Yang 71 4 0 24 Jul 2024
Thought-Like-Pro: Enhancing Reasoning of Large Language Models through Self-Driven Prolog-based Chain-of-Thought Jue Chen Yongxin Deng Xihe Qiu Weidi Xu Chao Qu Wei Chu Yinghui Xu Yuan Qi LRM AI4CE LM&Ro 84 3 0 18 Jul 2024
Compositional Models for Estimating Causal Effects Purva Pruthi David D. Jensen CML 225 0 0 25 Jun 2024
UQE: A Query Engine for Unstructured Databases Hanjun Dai B. Wang Xingchen Wan Bo Dai Sherry Yang Azade Nova Pengcheng Yin P. Phothilimthana Charles Sutton Dale Schuurmans 91 7 0 23 Jun 2024
Arithmetic Reasoning with LLM: Prolog Generation & Permutation Xiaocheng Yang Bingsen Chen Yik-Cheung Tam LRM 91 12 0 28 May 2024
THREAD: Thinking Deeper with Recursive Spawning Philip Schroeder Nathaniel Morgan Hongyin Luo James R. Glass LRM LLMAG ReLM 72 1 0 27 May 2024
A Survey of Multimodal Large Language Model from A Data-centric Perspective Tianyi Bai Hao Liang Binwang Wan Yanran Xu Xi Li ... Ping Huang Jiulong Shan Conghui He Binhang Yuan Wentao Zhang 137 45 0 26 May 2024
When does compositional structure yield compositional generalization? A kernel theory Samuel Lippl Kim Stachenfeld NAI CoGe 251 10 0 26 May 2024
From Frege to chatGPT: Compositionality in language, cognition, and deep neural networks Jacob Russin Sam Whitman McGrath Danielle J. Williams Lotem Elber-Dorozko AI4CE 189 4 0 24 May 2024
Enhancing Semantics in Multimodal Chain of Thought via Soft Negative Sampling Guangmin Zheng Jin Wang Xiaobing Zhou Xuejie Zhang LRM 58 2 0 16 May 2024
Interpretability Needs a New Paradigm Andreas Madsen Himabindu Lakkaraju Siva Reddy Sarath Chandar 72 3 0 08 May 2024