🧑‍🔬 Stefan Lee — all works

26 works · ← Stefan Lee

1. ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language TasksarXiv:1908.02265Jiasen Lu, Dhruv Batra, Devi Parikh, et al.2019 · 2,302 citations
2. Graph R-CNN for Scene Graph Generation ↗Lecture notes in computer science · no summary yetJianwei Yang et al.2018 · 877 citations
3. 12-in-1: Multi-Task Vision and Language Representation Learning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJiasen Lu et al.2020 · 500 citations
4. nocaps: novel object captioning at scale ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetHarsh Agrawal et al.2019 · 452 citations
5. Embodied Question Answering ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAbhishek Das et al.2018 · 452 citations
6. Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence ModelsarXiv:1610.02424Ashwin K Vijayakumar, Michael Cogswell, Ramprasath R. Selvaraju, et al.2016 · 282 citations
7. Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetRamprasaath R. Selvaraju et al.2019 · 278 citations
8. Improving Vision-and-Language Navigation with Image-Text Pairs from the Web ↗Lecture notes in computer science · no summary yetArjun Majumdar et al.2020 · 228 citations
9. Audio Visual Scene-Aware Dialog ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetHuda Alamri et al.2019 · 218 citations
10. Natural Language Does Not Emerge ‘Naturally' in Multi-Agent Dialog ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetSatwik Kottur et al.2017 · 209 citations
11. Embodied Question Answering in Photorealistic Environments With Point Cloud Perception ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetErik Wijmans et al.2019 · 160 citations
12. DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames ↗arXiv:1911.00357 · no summary yetErik Wijmans et al.2019 · 76 citations
13. Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation ↗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 yetArijit Ray et al.2019 · 71 citations
14. THDA: Treasure Hunt Data Augmentation for Semantic Navigation ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetOleksandr Maksymets et al.2021 · 70 citations
15. Chasing Ghosts: Instruction Following as Bayesian State Tracking ↗arXiv (Cornell University) · no summary yetPeter Anderson et al.2019 · 62 citations
16. Counterfactual Visual Explanations ↗arXiv (Cornell University) · no summary yetYash Goyal et al.2019 · 53 citations
17. Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering ↗arXiv (Cornell University) · no summary yetRamakrishna Vedantam et al.2019 · 53 citations
18. Choose Your Neuron: Incorporating Domain Knowledge Through Neuron-Importance ↗Lecture notes in computer science · no summary yetRamprasaath R. Selvaraju et al.2018 · 44 citations
19. Neural Modular Control for Embodied Question Answering ↗CaltechAUTHORS (California Institute of Technology) · no summary yetAbhishek Das et al.2018 · 38 citations
20. Emergence of Compositional Language with Deep Generational Transmission ↗arXiv (Cornell University) · no summary yetMichael Cogswell et al.2019 · 37 citations
21. Visual Dialog ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetAbhishek Das et al.2018 · 36 citations
22. Where Are You? Localization from Embodied Dialog ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetMeera Hahn et al.2020 · 29 citations
23. Sim-to-Real Transfer for Vision-and-Language Navigation ↗arXiv (Cornell University) · no summary yetPeter Anderson et al.2020 · 26 citations
24. Integrating Egocentric Localization for More Realistic Point-Goal Navigation Agents ↗arXiv (Cornell University) · no summary yetSamyak Datta et al.2020 · 21 citations
25. Visual Curiosity: Learning to Ask Questions to Learn Visual Recognition ↗arXiv (Cornell University) · no summary yetJianwei Yang et al.2018 · 12 citations
26. Dialog without Dialog Data: Learning Visual Dialog Agents from VQA Data ↗arXiv (Cornell University) · no summary yetMichael Cogswell et al.2020 · 9 citations

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