Neural Module Networks

9 November 2015

Papers citing "Neural Module Networks"

50 / 624 papers shown

Title
Understanding Complexity in VideoQA via Visual Program Generation Cristobal Eyzaguirre Igor Vasiljevic Achal Dave Jiajun Wu Rares Ambrus Thomas Kollar Juan Carlos Niebles P. Tokmakov 12 0 0 19 May 2025
Neuro-Symbolic Concepts Jiayuan Mao Joshua B. Tenenbaum Jiajun Wu NAI 29 0 0 09 May 2025
A Theoretical Analysis of Compositional Generalization in Neural Networks: A Necessary and Sufficient Condition Yuanpeng Li CoGe 233 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 81 0 0 20 Apr 2025
A Study on Neuro-Symbolic Artificial Intelligence: Healthcare Perspectives Delower Hossain Jake Y Chen NAI 57 1 0 23 Mar 2025
Hybrid Learners Do Not Forget: A Brain-Inspired Neuro-Symbolic Approach to Continual Learning Amin Banayeeanzade Mohammad Rostami CLL 58 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 69 1 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 77 2 0 04 Mar 2025
Predicate Hierarchies Improve Few-Shot State Classification Emily Jin Joy Hsu Jiajun Wu OffRL 79 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 64 4 0 09 Feb 2025
PatentLMM: Large Multimodal Model for Generating Descriptions for Patent Figures Shivalika Singh Nakul Sharma Manish Gupta Anand Mishra 55 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 50 0 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 81 0 0 21 Jan 2025
Physics of Skill Learning Ziming Liu Yizhou Liu Eric J. Michaud Jeff Gore Max Tegmark 54 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 63 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 51 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 42 0 0 07 Jan 2025
Decoupling Knowledge and Reasoning in Transformers: A Modular Architecture with Generalized Cross-Attention Zhenyu Guo Wenguang Chen 51 0 0 01 Jan 2025
Towards Visual Grounding: A Survey Linhui Xiao Xiaoshan Yang X. Lan Yaowei Wang Changsheng Xu ObjD 67 4 0 31 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 81 1 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 29 1 0 17 Nov 2024
Improving DNN Modularization via Activation-Driven Training Tuan Ngo Abid Hassan Saad Shafiq Nenad Medvidovic MoMe 32 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 31 0 0 30 Oct 2024
A Complexity-Based Theory of Compositionality Eric Elmoznino Thomas Jiralerspong Yoshua Bengio Guillaume Lajoie CoGe 66 5 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 89 26 0 04 Oct 2024
On The Specialization of Neural Modules Devon Jarvis Richard Klein Benjamin Rosman Andrew M. Saxe 61 12 0 23 Sep 2024
Discovering Object Attributes by Prompting Large Language Models with Perception-Action APIs A. Mavrogiannis Dehao Yuan Yiannis Aloimonos LM&Ro 43 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 57 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 40 0 0 22 Aug 2024
ExoViP: Step-by-step Verification and Exploration with Exoskeleton Modules for Compositional Visual Reasoning Yunhong Wang Alan Yuille Zhuowan Li Zilong Zheng LRM 41 3 0 05 Aug 2024
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs Nitay Calderon Roi Reichart 44 13 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 31 4 0 24 Jul 2024
Thought-Like-Pro: Enhancing Reasoning of Large Language Models through Self-Driven Prolog-based Chain-of-Thought Xiaoyu Tan Yongxin Deng Xihe Qiu Weidi Xu Chao Qu Wei Chu Yinghui Xu Yuan Qi LRM AI4CE LM&Ro 49 2 0 18 Jul 2024
Compositional Models for Estimating Causal Effects Purva Pruthi David D. Jensen CML 70 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 60 3 0 23 Jun 2024
Arithmetic Reasoning with LLM: Prolog Generation & Permutation Xiaocheng Yang Bingsen Chen Yik-Cheung Tam LRM 37 10 0 28 May 2024
THREAD: Thinking Deeper with Recursive Spawning Philip Schroeder Nathaniel Morgan Hongyin Luo James R. Glass LRM LLMAG ReLM 40 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 60 37 0 26 May 2024
When does compositional structure yield compositional generalization? A kernel theory Samuel Lippl Kim Stachenfeld NAI CoGe 75 6 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 88 3 0 24 May 2024
Enhancing Semantics in Multimodal Chain of Thought via Soft Negative Sampling Guangmin Zheng Jin Wang Xiaobing Zhou Xuejie Zhang LRM 38 2 0 16 May 2024
Interpretability Needs a New Paradigm Andreas Madsen Himabindu Lakkaraju Siva Reddy Sarath Chandar 44 4 0 08 May 2024
Feature Map Convergence Evaluation for Functional Module Ludan Zhang Chaoyi Chen Lei He Keqiang Li 40 2 0 07 May 2024
VSA4VQA: Scaling a Vector Symbolic Architecture to Visual Question Answering on Natural Images Anna Penzkofer Lei Shi Andreas Bulling 30 0 0 06 May 2024
Large Language Models Synergize with Automated Machine Learning Jinglue Xu Jialong Li Zhen Liu Nagar Anthel Venkatesh Suryanarayanan Guoyuan Zhou Jia Guo Hitoshi Iba Kenji Tei 51 4 0 06 May 2024
AgentKit: Flow Engineering with Graphs, not Coding Yue Wu Yewen Fan So Yeon Min Shrimai Prabhumoye Stephen Marcus McAleer Yonatan Bisk Ruslan Salakhutdinov Yuanzhi Li Tom Michael Mitchell AI4CE 54 0 0 17 Apr 2024
ViTextVQA: A Large-Scale Visual Question Answering Dataset for Evaluating Vietnamese Text Comprehension in Images Quan Van Nguyen Dan Quang Tran Huy Quang Pham Thang Kien-Bao Nguyen Nghia Hieu Nguyen Kiet Van Nguyen Ngan Luu-Thuy Nguyen CoGe 39 3 0 16 Apr 2024
MoReVQA: Exploring Modular Reasoning Models for Video Question Answering Juhong Min Shyamal Buch Arsha Nagrani Minsu Cho Cordelia Schmid LRM 46 21 0 09 Apr 2024
Visual Knowledge in the Big Model Era: Retrospect and Prospect Wenguan Wang Yi Yang Yunhe Pan VLM 40 16 0 05 Apr 2024
Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning Huiyi Wang Haodong Lu Lina Yao Dong Gong KELM CLL 53 9 0 27 Mar 2024