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Neural Module Networks

9 November 2015

Papers citing "Neural Module Networks"

50 / 653 papers shown

Title
A Complexity-Based Theory of Compositionality Eric Elmoznino Thomas Jiralerspong Yoshua Bengio Guillaume Lajoie CoGe 718 17 0 18 Oct 2024
AuroraCap: Efficient, Performant Video Detailed Captioning and a New BenchmarkInternational Conference on Learning Representations (ICLR), 2024 Wenhao Chai Enxin Song Y. Du Chenlin Meng Vashisht Madhavan Omer Bar-Tal Jeng-Neng Hwang Saining Xie Christopher D. Manning 3DV 605 89 0 04 Oct 2024
On The Specialization of Neural ModulesInternational Conference on Learning Representations (ICLR), 2024 Devon Jarvis Richard Klein Benjamin Rosman Andrew M. Saxe 304 18 0 23 Sep 2024
Discovering Object Attributes by Prompting Large Language Models with Perception-Action APIsIEEE International Conference on Robotics and Automation (ICRA), 2024 A. Mavrogiannis Dehao Yuan Yiannis Aloimonos LM&Ro 283 2 0 23 Sep 2024
Breaking Neural Network Scaling Laws with ModularityInternational Conference on Learning Representations (ICLR), 2024 Akhilan Boopathy Sunshine Jiang William Yue Jaedong Hwang Abhiram Iyer Ila Fiete OOD 388 6 0 09 Sep 2024
One-shot Video Imitation via Parameterized Symbolic Abstraction GraphsIEEE International Conference on Robotics and Automation (ICRA), 2024 Jianren Wang Kangni Liu Dingkun Guo Xian Zhou Christopher G Atkeson 307 2 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 292 6 0 05 Aug 2024
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs Nitay Calderon Roi Reichart 342 23 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 182 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 188 14 0 18 Jul 2024
Compositional Models for Estimating Causal Effects Purva Pruthi David D. Jensen CML 391 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 159 17 0 23 Jun 2024
Arithmetic Reasoning with LLM: Prolog Generation & Permutation Xiaocheng Yang Bingsen Chen Yik-Cheung Tam LRM 201 21 0 28 May 2024
THREAD: Thinking Deeper with Recursive Spawning Philip Schroeder Nathaniel Morgan Hongyin Luo James R. Glass LRM LLMAG ReLM 284 8 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 335 64 0 26 May 2024
When does compositional structure yield compositional generalization? A kernel theory Samuel Lippl Kim Stachenfeld NAI CoGe 559 14 0 26 May 2024
From Frege to chatGPT: Compositionality in language, cognition, and deep neural networks Jacob Russin Sam Whitman McGrath Danielle J. Williams AI4CE 481 6 0 24 May 2024
Enhancing Semantics in Multimodal Chain of Thought via Soft Negative SamplingInternational Conference on Language Resources and Evaluation (LREC), 2024 Guangmin Zheng Jin Wang Xiaobing Zhou Xuejie Zhang LRM 122 6 0 16 May 2024
Interpretability Needs a New Paradigm Andreas Madsen Himabindu Lakkaraju Siva Reddy Sarath Chandar 181 6 0 08 May 2024
Feature Map Convergence Evaluation for Functional Module Ludan Zhang Chaoyi Chen Lei He Keqiang Li 166 6 0 07 May 2024
VSA4VQA: Scaling a Vector Symbolic Architecture to Visual Question Answering on Natural Images Anna Penzkofer Lei Shi Andreas Bulling 198 1 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 182 7 0 06 May 2024
AgentKit: Flow Engineering with Graphs, not Coding Yue Wu Yewen Fan So Yeon Min Shrimai Prabhumoye Alexander Shmakov Yonatan Bisk Ruslan Salakhutdinov Yuanzhi Li Tom Michael Mitchell AI4CE 308 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 554 7 0 16 Apr 2024
MoReVQA: Exploring Modular Reasoning Models for Video Question Answering Juhong Min Shyamal Buch Arsha Nagrani Minsu Cho Cordelia Schmid LRM 356 61 0 09 Apr 2024
Visual Knowledge in the Big Model Era: Retrospect and Prospect Wenguan Wang Yi Yang Yunhe Pan VLM 264 29 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 320 24 0 27 Mar 2024
SYNAPSE: SYmbolic Neural-Aided Preference Synthesis Engine Sadanand Modak Noah T Patton Işıl Dillig Joydeep Biswas 263 2 0 25 Mar 2024
Synthesize Step-by-Step: Tools, Templates and LLMs as Data Generators for Reasoning-Based Chart VQA Zhuowan Li Bhavan A. Jasani Peng Tang Shabnam Ghadar LRM 282 24 0 25 Mar 2024
Conditional computation in neural networks: principles and research trendsIntelligenza Artificiale (IA), 2024 Simone Scardapane Alessandro Baiocchi Alessio Devoto V. Marsocci Pasquale Minervini Jary Pomponi 343 6 0 12 Mar 2024
How Far Are We from Intelligent Visual Deductive Reasoning? Yizhe Zhang Richard He Bai Ruixiang Zhang Jiatao Gu Shuangfei Zhai J. Susskind Navdeep Jaitly ReLM LRM 355 26 0 07 Mar 2024
CoTBal: Comprehensive Task Balancing for Multi-Task Visual Instruction Tuning Yanqi Dai Dong Jing Nanyi Fei Zhiwu Lu Nanyi Fei Guoxing Yang Zhiwu Lu 286 4 0 07 Mar 2024
The All-Seeing Project V2: Towards General Relation Comprehension of the Open World Weiyun Wang Yiming Ren Hao Luo Tiantong Li Chenxiang Yan ... Qingyun Li Lewei Lu Xizhou Zhu Yu Qiao Jifeng Dai MLLM 274 85 0 29 Feb 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Kushagra Pandey Robert Bamler Sina Daubener ... Yixin Wang F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin 720 40 0 28 Feb 2024
REFACTOR: Learning to Extract Theorems from Proofs Jin Peng Zhou Yuhuai Wu Qiyang Li Roger C. Grosse AIMat 177 9 0 26 Feb 2024
Inference of Abstraction for a Unified Account of Reasoning and Learning Hiroyuki Kido 48 0 0 14 Feb 2024
ContPhy: Continuum Physical Concept Learning and Reasoning from Videos Zhicheng Zheng Xin Yan Zhenfang Chen Jingzhou Wang Qin Zhi Eddie Lim Joshua B. Tenenbaum Chuang Gan LRM 190 13 0 09 Feb 2024
GITA: Graph to Visual and Textual Integration for Vision-Language Graph Reasoning Yanbin Wei Shuai Fu Weisen Jiang Zejian Zhang Zhixiong Zeng Qi Wu James T. Kwok Yu Zhang 175 27 0 03 Feb 2024
Neural Language of Thought Models Yi-Fu Wu Minseung Lee Sungjin Ahn MLLM VLM 312 9 0 02 Feb 2024
ReGAL: Refactoring Programs to Discover Generalizable Abstractions Elias Stengel-Eskin Archiki Prasad Mohit Bansal 221 19 0 29 Jan 2024
STAIR: Spatial-Temporal Reasoning with Auditable Intermediate Results for Video Question AnsweringAAAI Conference on Artificial Intelligence (AAAI), 2024 Yueqian Wang Yuxuan Wang Kai Chen Dongyan Zhao 192 2 0 08 Jan 2024
Towards Truly Zero-shot Compositional Visual Reasoning with LLMs as Programmers Aleksandar Stanić Sergi Caelles Michael Tschannen LRM VLM 270 12 0 03 Jan 2024
Detection-based Intermediate Supervision for Visual Question Answering Yuhang Liu Daowan Peng Wei Wei Yuanyuan Fu Wenfeng Xie Dangyang Chen 159 3 0 26 Dec 2023
Object Attribute Matters in Visual Question Answering Peize Li Q. Si Peng Fu Zheng Lin Yan Wang 213 0 0 20 Dec 2023
Designing LLM Chains by Adapting Techniques from Crowdsourcing Workflows Madeleine Grunde-McLaughlin Michelle S. Lam Ranjay Krishna Daniel S. Weld Jeffrey Heer AI4CE 276 25 0 18 Dec 2023
InstructPipe: Generating Visual Blocks Pipelines with Human Instructions and LLMsInternational Conference on Human Factors in Computing Systems (CHI), 2023 Zhongyi Zhou Jing Jin Vrushank Phadnis Xiuxiu Yuan Jun Jiang ... A. Olwal David Kim Ram Iyengar Na Li Andrea Colaço 213 6 0 15 Dec 2023
Recursive Visual ProgrammingEuropean Conference on Computer Vision (ECCV), 2023 Jiaxin Ge Sanjay Subramanian Baifeng Shi Roei Herzig Trevor Darrell 178 9 0 04 Dec 2023
Zero-Shot Video Question Answering with Procedural Programs Rohan Choudhury Koichiro Niinuma Kishore Venkateshan László A. Jeni 159 37 0 01 Dec 2023
Symbol-LLM: Leverage Language Models for Symbolic System in Visual Human Activity ReasoningNeural Information Processing Systems (NeurIPS), 2023 Xiaoqian Wu Yong-Lu Li Jianhua Sun Cewu Lu 158 29 0 29 Nov 2023
The curse of language biases in remote sensing VQA: the role of spatial attributes, language diversity, and the need for clear evaluation Christel Chappuis Eliot Walt Vincent Mendez Sylvain Lobry B. L. Saux D. Tuia 226 7 0 28 Nov 2023