🧑‍🔬 Aaron Courville — all works

35 works · ← Aaron Courville

1. Show, Attend and Tell: Neural Image Caption Generation with Visual AttentionarXiv:1502.03044Kelvin Xu, Jimmy Ba, Ryan Kiros, et al.2015 · 7,670 citations
2. Generative Adversarial Nets ↗arXiv (Cornell University) · no summary yetIan J. Goodfellow et al.2014 · 5,790 citations
3. Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network ModelsProceedings of the AAAI Conference on Artificial IntelligenceIulian V. Serban, Alessandro Sordoni, Yoshua Bengio, et al.2015 · 551 citations
4. A Hierarchical Latent Variable Encoder-Decoder Model for Generating DialoguesProceedings of the AAAI Conference on Artificial IntelligenceIulian Vlad Serban, Alessandro Sordoni, Ryan Lowe, et al.2016 · 547 citations
5. FiLM: Visual Reasoning with a General Conditioning LayerarXiv:1709.07871Ethan Perez, Florian Strub, Harm de Vries, et al.2017 · 400 citations
6. Representation Learning: A Review and New PerspectivesarXiv:1206.5538Yoshua Bengio, Aaron Courville, Pascal Vincent2012 · 383 citations
7. Describing Multimedia Content Using Attention-Based Encoder-Decoder Networks ↗IEEE Transactions on Multimedia · no summary yetKyunghyun Cho, Aaron C. Courville, Yoshua Bengio2015 · 361 citations
8. Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetIulian Vlad Serban et al.2016 · 351 citations
9. An Actor-Critic Algorithm for Sequence PredictionarXiv:1607.07086Dzmitry Bahdanau, Philemon Brakel, Kelvin Xu, et al.2016 · 335 citations
10. ReSeg: A Recurrent Neural Network-Based Model for Semantic Segmentation ↗IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · no summary yetFrancesco Visin et al.2016 · 285 citations
11. Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetIulian Vlad Serban et al.2017 · 229 citations
12. ReNet: A Recurrent Neural Network Based Alternative to Convolutional Networks ↗arXiv (Cornell University) · no summary yetFrancesco Visin et al.2015 · 228 citations
13. Describing Videos by Exploiting Temporal Structure ↗arXiv (Cornell University) · no summary yetYao, Li et al.2015 · 193 citations
14. GuessWhat?! Visual object discovery through multi-modal dialogue ↗arXiv:1611.08481 · no summary yetHarm de Vries et al.2016 · 147 citations
15. Straight to the Tree: Constituency Parsing with Neural Syntactic Distance ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYikang Shen et al.2018 · 132 citations
16. Multi-Prediction Deep Boltzmann Machines ↗neural information processing systems · no summary yetIan Goodfellow et al.2013 · 121 citations
17. V-STaR: Training Verifiers for Self-Taught ReasonersarXiv:2402.06457Arian Hosseini, Xingdi Yuan, Nikolay Malkin, et al.2024 · 114 citations
18. Understanding by Understanding Not: Modeling Negation in Language ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Arian Hosseini, Siva Reddy, Dzmitry Bahdanau, et al.2021 · 98 citations
19. Teaching Algorithmic Reasoning via In-context Learning ↗arXiv:2211.09066 · no summary yetHattie Zhou et al.2022 · 96 citations
20. Deep Reinforcement Learning at the Edge of the Statistical Precipice ↗arXiv:2108.13264 · no summary yetRishabh Agarwal et al.2021 · 90 citations
21. Learning Distributed Representations from Reviews for Collaborative Filtering ↗ACM Conference on Recommender Systems (RecSys) · no summary yetAmjad Almahairi et al.2015 · 85 citations
22. Systematic Generalization: What Is Required and Can It Be Learned? ↗arXiv:1811.12889 · no summary yetDzmitry Bahdanau et al.2018 · 73 citations
23. CLOSURE: Assessing Systematic Generalization of CLEVR Models ↗arXiv (Cornell University) · no summary yetDzmitry Bahdanau et al.2019 · 67 citations
24. VinePPO: Refining Credit Assignment in RL Training of LLMs ↗arXiv:2410.01679 · no summary yetAmirhossein Kazemnejad et al.2024 · 63 citations
25. StructFormer: Joint Unsupervised Induction of Dependency and Constituency Structure from Masked Language Modeling ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetYikang Shen et al.2021 · 48 citations
26. Video Description Generation Incorporating Spatio-Temporal Features and a Soft-Attention Mechanism ↗arXiv (Cornell University) · no summary yetYao Li et al.2015 · 43 citations
27. First Result on Arabic Neural Machine TranslationarXiv:1606.02680Amjad Almahairi, Kyunghyun Cho, Nizar Habash, et al.2016 · 40 citations
28. Task Loss Estimation for Sequence Prediction ↗arXiv (Cornell University) · no summary yetDzmitry Bahdanau et al.2015 · 29 citations
29. On the Compositional Generalization Gap of In-Context Learning ↗Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP · no summary yetArian Hosseini et al.2022 · 21 citations
30. Investigating Biases in Textual Entailment DatasetsarXiv:1906.09635Shawn Tan, Yikang Shen, Chin-wei Huang, et al.2019 · 7 citations
31. Task Loss Estimation for Structured Prediction ↗no summary yetDzmitry Bahdanau et al.2016 · 5 citations
32. SPARO: Selective Attention for Robust and Compositional Transformer Encodings for Vision ↗Lecture notes in computer science · no summary yetAnkit Vani et al.2024 · 3 citations
33. A Controller-Recognizer Framework: How necessary is recognition for control? ↗arXiv (Cornell University) · no summary yetMarcin Moczulski et al.2015 · 1 citation
34. GitSwarm: Decentralized Compounding Inference ↗arXiv (Cornell University) · no summary yetVedant Shah et al.2026
35. ReSeg:意味論的セグメンテーションのためのリカレントニューラルネットワークに基づくモデル【Powered by NICT】 ↗IEEE Conference Proceedings · no summary yetFrancesco Visin et al.2016

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