---
title: "Stefan Lee — all works — Elamur Research"
description: "All 26 works of Stefan Lee in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/stefan-lee/works/"
---
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# Stefan Lee — all works

26 works · [← Stefan Lee](https://md.research.elamur.ai/free/en/authors/stefan-lee/)

1. [**ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks arXiv:1908.02265**Jiasen Lu, Dhruv Batra, Devi Parikh, et al.*2019 · 2,302 citations*](https://md.research.elamur.ai/free/en/papers/lu-2019-vilbert-pretraining-task-agnostic-visiolinguistic/)
2. **[Graph R-CNN for Scene Graph Generation ↗](https://doi.org/10.1007/978-3-030-01246-5_41) Lecture notes in computer science · no summary yet**Jianwei Yang et al.*2018 · 877 citations*
3. **[12-in-1: Multi-Task Vision and Language Representation Learning ↗](https://doi.org/10.1109/cvpr42600.2020.01045) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Jiasen Lu et al.*2020 · 500 citations*
4. **[nocaps: novel object captioning at scale ↗](https://doi.org/10.1109/iccv.2019.00904) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Harsh Agrawal et al.*2019 · 452 citations*
5. **[Embodied Question Answering ↗](https://doi.org/10.1109/cvpr.2018.00008) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Abhishek Das et al.*2018 · 452 citations*
6. [**Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models arXiv:1610.02424**Ashwin K Vijayakumar, Michael Cogswell, Ramprasath R. Selvaraju, et al.*2016 · 282 citations*](https://md.research.elamur.ai/free/en/papers/vijayakumar-2016-diverse-beam-search-decoding-diverse/)
7. **[Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded ↗](https://doi.org/10.1109/iccv.2019.00268) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Ramprasaath R. Selvaraju et al.*2019 · 278 citations*
8. **[Improving Vision-and-Language Navigation with Image-Text Pairs from the Web ↗](https://doi.org/10.1007/978-3-030-58539-6_16) Lecture notes in computer science · no summary yet**Arjun Majumdar et al.*2020 · 228 citations*
9. **[Audio Visual Scene-Aware Dialog ↗](https://doi.org/10.1109/cvpr.2019.00774) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Huda Alamri et al.*2019 · 218 citations*
10. **[Natural Language Does Not Emerge ‘Naturally' in Multi-Agent Dialog ↗](https://aclanthology.org/D17-1321/) Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yet**Satwik Kottur et al.*2017 · 209 citations*
11. **[Embodied Question Answering in Photorealistic Environments With Point Cloud Perception ↗](https://doi.org/10.1109/cvpr.2019.00682) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Erik Wijmans et al.*2019 · 160 citations*
12. **[DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames ↗](https://arxiv.org/abs/1911.00357) arXiv:1911.00357 · no summary yet**Erik Wijmans et al.*2019 · 76 citations*
13. **[Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation ↗](https://aclanthology.org/D19-1596/) Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yet**Arijit Ray et al.*2019 · 71 citations*
14. **[THDA: Treasure Hunt Data Augmentation for Semantic Navigation ↗](https://doi.org/10.1109/iccv48922.2021.01509) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Oleksandr Maksymets et al.*2021 · 70 citations*
15. **[Chasing Ghosts: Instruction Following as Bayesian State Tracking ↗](https://arxiv.org/abs/1907.02022) arXiv (Cornell University) · no summary yet**Peter Anderson et al.*2019 · 62 citations*
16. **[Counterfactual Visual Explanations ↗](https://arxiv.org/abs/1904.07451) arXiv (Cornell University) · no summary yet**Yash Goyal et al.*2019 · 53 citations*
17. **[Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering ↗](https://arxiv.org/abs/1902.07864) arXiv (Cornell University) · no summary yet**Ramakrishna Vedantam et al.*2019 · 53 citations*
18. **[Choose Your Neuron: Incorporating Domain Knowledge Through Neuron-Importance ↗](https://doi.org/10.1007/978-3-030-01261-8_32) Lecture notes in computer science · no summary yet**Ramprasaath R. Selvaraju et al.*2018 · 44 citations*
19. **[Neural Modular Control for Embodied Question Answering ↗](https://arxiv.org/abs/1810.11181) CaltechAUTHORS (California Institute of Technology) · no summary yet**Abhishek Das et al.*2018 · 38 citations*
20. **[Emergence of Compositional Language with Deep Generational Transmission ↗](https://arxiv.org/abs/1904.09067) arXiv (Cornell University) · no summary yet**Michael Cogswell et al.*2019 · 37 citations*
21. **[Visual Dialog ↗](https://doi.org/10.1109/tpami.2018.2828437) IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yet**Abhishek Das et al.*2018 · 36 citations*
22. **[Where Are You? Localization from Embodied Dialog ↗](https://aclanthology.org/2020.emnlp-main.59/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Meera Hahn et al.*2020 · 29 citations*
23. **[Sim-to-Real Transfer for Vision-and-Language Navigation ↗](https://arxiv.org/abs/2011.03807) arXiv (Cornell University) · no summary yet**Peter Anderson et al.*2020 · 26 citations*
24. **[Integrating Egocentric Localization for More Realistic Point-Goal Navigation Agents ↗](https://arxiv.org/abs/2009.03231) arXiv (Cornell University) · no summary yet**Samyak Datta et al.*2020 · 21 citations*
25. **[Visual Curiosity: Learning to Ask Questions to Learn Visual Recognition ↗](https://arxiv.org/abs/1810.00912) arXiv (Cornell University) · no summary yet**Jianwei Yang et al.*2018 · 12 citations*
26. **[Dialog without Dialog Data: Learning Visual Dialog Agents from VQA Data ↗](https://arxiv.org/abs/2007.12750) arXiv (Cornell University) · no summary yet**Michael Cogswell et al.*2020 · 9 citations*