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Neural Module Networks

9 November 2015

Papers citing "Neural Module Networks"

50 / 653 papers shown

Title
Internal and external pressures on language emergence: least effort, object constancy and frequencyFindings (Findings), 2020 Diana Rodríguez Luna Edoardo Ponti Dieuwke Hupkes Elia Bruni 208 23 0 08 Apr 2020
Multi-Step Inference for Reasoning Over ParagraphsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Jiangming Liu Matt Gardner Shay B. Cohen Mirella Lapata ReLM LRM 166 19 0 06 Apr 2020
Iterative Context-Aware Graph Inference for Visual DialogComputer Vision and Pattern Recognition (CVPR), 2020 Dan Guo Haibo Wang Hanwang Zhang Zhengjun Zha Meng Wang 183 51 0 05 Apr 2020
Generating Rationales in Visual Question Answering Hammad A. Ayyubi Md. Mehrab Tanjim Julian McAuley G. Cottrell LRM 115 6 0 04 Apr 2020
Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene TextComputer Vision and Pattern Recognition (CVPR), 2020 Difei Gao Ke Li Ruiping Wang Shiguang Shan Xilin Chen 176 123 0 31 Mar 2020
Modulating Bottom-Up and Top-Down Visual Processing via Language-Conditional Filters .Ilker Kesen Ozan Arkan Can Erkut Erdem Aykut Erdem Deniz Yuret VLM 145 2 0 28 Mar 2020
$P $\approx$ NP, at least in Visual Question Answering$ P $\approx$ NP, at least in Visual Question AnsweringInternational Conference on Pattern Recognition (ICPR), 2020 Shailza Jolly Sebastián M. Palacio Joachim Folz Federico Raue Jörn Hees Andreas Dengel 79 0 0 26 Mar 2020
VIOLIN: A Large-Scale Dataset for Video-and-Language InferenceComputer Vision and Pattern Recognition (CVPR), 2020 J. Liu Wenhu Chen Yu Cheng Zhe Gan Licheng Yu Yiming Yang Jingjing Liu MLLM VGen 238 75 0 25 Mar 2020
Linguistically Driven Graph Capsule Network for Visual Question Reasoning Qingxing Cao Xiaodan Liang Keze Wang Liang Lin GNN 267 3 0 23 Mar 2020
Invariant RationalizationInternational Conference on Machine Learning (ICML), 2020 Shiyu Chang Yang Zhang Mo Yu Tommi Jaakkola 386 221 0 22 Mar 2020
Deep Adaptive Semantic Logic (DASL): Compiling Declarative Knowledge into Deep Neural Networks Karan Sikka Andrew Silberfarb John Byrnes Indranil Sur Edmond Chow Ajay Divakaran R. Rohwer NAI 141 11 0 16 Mar 2020
Counterfactual Samples Synthesizing for Robust Visual Question AnsweringComputer Vision and Pattern Recognition (CVPR), 2020 Long Chen Xin Yan Jun Xiao Hanwang Zhang Shiliang Pu Yueting Zhuang OOD AAML 351 317 0 14 Mar 2020
Towards Modular Algorithm Induction Daniel A. Abolafia Rishabh Singh Manzil Zaheer Charles Sutton 97 2 0 27 Feb 2020
Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domain Shift and Improve Depth EstimationComputer Vision and Pattern Recognition (CVPR), 2020 Yunhan Zhao Shu Kong Daeyun Shin Charless C. Fowlkes MDE 186 46 0 27 Feb 2020
Scalable Neural Methods for Reasoning With a Symbolic Knowledge BaseInternational Conference on Learning Representations (ICLR), 2020 William W. Cohen Haitian Sun R. A. Hofer M. Siegler 160 68 0 14 Feb 2020
Accuracy vs. Complexity: A Trade-off in Visual Question Answering ModelsPattern Recognition (Pattern Recognit.), 2020 M. Farazi Salman H. Khan Nick Barnes 188 18 0 20 Jan 2020
Co-evolution of language and agents in referential gamesConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020 Gautier Dagan Dieuwke Hupkes Elia Bruni 172 36 0 10 Jan 2020
Neural Shape Parsers for Constructive Solid GeometryIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Gopal Sharma Rishabh Goyal Difan Liu E. Kalogerakis Subhransu Maji 3DPC 3DV 116 31 0 22 Dec 2019
Something-Else: Compositional Action Recognition with Spatial-Temporal Interaction NetworksComputer Vision and Pattern Recognition (CVPR), 2019 Joanna Materzynska Tete Xiao Roei Herzig Huijuan Xu Xiaolong Wang Trevor Darrell CoGe 217 189 0 20 Dec 2019
Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic EditingComputer Vision and Pattern Recognition (CVPR), 2019 Vedika Agarwal Rakshith Shetty Mario Fritz CML AAML 389 175 0 16 Dec 2019
CLOSURE: Assessing Systematic Generalization of CLEVR Models Dzmitry Bahdanau H. D. Vries Timothy J. O'Donnell Shikhar Murty Philippe Beaudoin Yoshua Bengio Aaron Courville NAI 175 95 0 12 Dec 2019
Neural Module Networks for Reasoning over TextInternational Conference on Learning Representations (ICLR), 2019 Nitish Gupta Kevin Lin Dan Roth Sameer Singh Matt Gardner NAI ReLM LRM 194 133 0 10 Dec 2019
ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday TasksComputer Vision and Pattern Recognition (CVPR), 2019 Mohit Shridhar Jesse Thomason Daniel Gordon Yonatan Bisk Winson Han Roozbeh Mottaghi Luke Zettlemoyer Dieter Fox LM&Ro 376 932 0 03 Dec 2019
Assessing the Robustness of Visual Question Answering Models Jia-Hong Huang Modar Alfadly Guohao Li Marcel Worring AAML OOD 278 25 0 30 Nov 2019
Biology and Compositionality: Empirical Considerations for Emergent-Communication Protocols Travis LaCroix 134 3 0 26 Nov 2019
Enforcing Encoder-Decoder Modularity in Sequence-to-Sequence Models Siddharth Dalmia Abdel-rahman Mohamed M. Lewis Florian Metze Luke Zettlemoyer 143 12 0 09 Nov 2019
Learning from Explanations with Neural Execution TreeInternational Conference on Learning Representations (ICLR), 2019 Ziqi Wang Yujia Qin Wenxuan Zhou Jun Yan Qinyuan Ye Leonardo Neves Zhiyuan Liu Xiang Ren LRM 244 41 0 04 Nov 2019
TAB-VCR: Tags and Attributes based Visual Commonsense Reasoning Baselines Jingxiang Lin Unnat Jain Alex Schwing LRM ReLM 288 10 0 31 Oct 2019
Ordered MemoryNeural Information Processing Systems (NeurIPS), 2019 Songlin Yang Shawn Tan Seyedarian Hosseini Zhouhan Lin Alessandro Sordoni Aaron Courville 149 24 0 29 Oct 2019
Dynamics Learning with Cascaded Variational Inference for Multi-Step ManipulationConference on Robot Learning (CoRL), 2019 Kuan Fang Yuke Zhu Animesh Garg Silvio Savarese Li Fei-Fei DRL 177 49 0 29 Oct 2019
Rethinking Cooperative Rationalization: Introspective Extraction and Complement ControlConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Mo Yu Shiyu Chang Yang Zhang Tommi Jaakkola 299 152 0 29 Oct 2019
A Game Theoretic Approach to Class-wise Selective RationalizationNeural Information Processing Systems (NeurIPS), 2019 Shiyu Chang Yang Zhang Mo Yu Tommi Jaakkola 120 64 0 28 Oct 2019
HIGhER : Improving instruction following with Hindsight Generation for Experience Replay Geoffrey Cideron Mathieu Seurin Florian Strub Olivier Pietquin 172 37 0 21 Oct 2019
Multi-modal Deep Analysis for Multimedia Wenwu Zhu Xin Eric Wang Hongzhi Li 191 49 0 11 Oct 2019
Meta Module Network for Compositional Visual ReasoningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019 Wenhu Chen Zhe Gan Linjie Li Yu Cheng Wenjie Wang Jingjing Liu LRM 297 75 0 08 Oct 2019
REMIND Your Neural Network to Prevent Catastrophic ForgettingEuropean Conference on Computer Vision (ECCV), 2019 Tyler L. Hayes Kushal Kafle Robik Shrestha Manoj Acharya Christopher Kanan CLL 346 327 0 06 Oct 2019
Environmental drivers of systematicity and generalization in a situated agentInternational Conference on Learning Representations (ICLR), 2019 Felix Hill Andrew Kyle Lampinen R. Schneider S. Clark M. Botvinick James L. McClelland Adam Santoro OOD 334 109 0 01 Oct 2019
On Incorporating Semantic Prior Knowledge in Deep Learning Through Embedding-Space Constraints Damien Teney Ehsan Abbasnejad Anton Van Den Hengel NAI 202 9 0 30 Sep 2019
Policy Message Passing: A New Algorithm for Probabilistic Graph Inference Zhiwei Deng Greg Mori 94 0 0 29 Sep 2019
Neural Embedding Propagation on Heterogeneous NetworksIndustrial Conference on Data Mining (IDM), 2019 Carl Yang Jieyu Zhang Jiawei Han 209 20 0 29 Sep 2019
Recurrent Independent MechanismsInternational Conference on Learning Representations (ICLR), 2019 Anirudh Goyal Alex Lamb Jordan Hoffmann Shagun Sodhani Sergey Levine Yoshua Bengio Bernhard Schölkopf 456 352 0 24 Sep 2019
Explainable High-order Visual Question Reasoning: A New Benchmark and Knowledge-routed Network Qingxing Cao Bailin Li Xiaodan Liang Liang Lin 120 14 0 23 Sep 2019
Dynamic Graph Attention for Referring Expression ComprehensionIEEE International Conference on Computer Vision (ICCV), 2019 Sibei Yang Guanbin Li Yizhou Yu OCL 170 245 0 18 Sep 2019
Scene Graph Parsing by Attention Graph Martin Andrews Yew Ken Chia Sam Witteveen GNN 88 12 0 13 Sep 2019
Self-Assembling Modular Networks for Interpretable Multi-Hop ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Yichen Jiang Joey Tianyi Zhou ReLM LRM 159 73 0 12 Sep 2019
Towards Learning Affine-Invariant Representations via Data-Efficient CNNsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019 Xenju Xu Guanghui Wang Alan Sullivan Ziming Zhang 147 23 0 31 Aug 2019
Language Tasks and Language Games: On Methodology in Current Natural Language Processing Research David Schlangen 132 21 0 28 Aug 2019
Saccader: Improving Accuracy of Hard Attention Models for VisionNeural Information Processing Systems (NeurIPS), 2019 Gamaleldin F. Elsayed Simon Kornblith Quoc V. Le VLM 204 74 0 20 Aug 2019
Continuous Relaxation of Symbolic Planner for One-Shot Imitation LearningIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2019 De-An Huang Danfei Xu Yuke Zhu Animesh Garg Silvio Savarese Fei-Fei Li Juan Carlos Niebles CLL 201 19 0 16 Aug 2019
A Multi-Type Multi-Span Network for Reading Comprehension that Requires Discrete ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Minghao Hu Yuxing Peng Zhen Huang Dongsheng Li AIMat LRM 263 97 0 15 Aug 2019