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2020 – today
- 2024
[c61]Yilin Yang, Stefan Lee, Prasad Tadepalli:
Language-Informed Beam Search Decoding for Multilingual Machine Translation. ACL (Findings) 2024: 15761-15772- [c60]Eric Slyman, Stefan Lee, Scott Cohen, Kushal Kafle:
FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication. CVPR 2024: 13905-13916 - [c59]Xiangxi Shi, Zhonghua Wu, Stefan Lee:
Viewpoint-Aware Visual Grounding in 3D Scenes. CVPR 2024: 14056-14065 - [c58]Oluwasegun A. Somefun, Stefan Lee, V. John Mathews:
AUTOSGM: A Unified Lowpass Regularization Framework for Accelerated Learning. ICASSP 2024: 7285-7289 - [c57]Skand Peri, Iain Lee, Chanho Kim, Fuxin Li, Tucker Hermans, Stefan Lee:
Point Cloud Models Improve Visual Robustness in Robotic Learners. ICRA 2024: 17529-17536 - [c56]Ashish Malik, Stefan Lee, Alan Fern:
Interruptive Language Control of Bipedal Locomotion. IROS 2024: 12394-12399 - [c55]Xiangxi Shi, Stefan Lee:
Benchmarking Out-of-Distribution Detection in Visual Question Answering. WACV 2024: 5473-5483 - [i60]Eric Slyman, Stefan Lee, Scott Cohen, Kushal Kafle:
FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication. CoRR abs/2404.16123 (2024) - [i59]Skand Peri, Iain Lee, Chanho Kim, Fuxin Li, Tucker Hermans, Stefan Lee:
Point Cloud Models Improve Visual Robustness in Robotic Learners. CoRR abs/2404.18926 (2024) - [i58]Yilin Yang, Stefan Lee, Prasad Tadepalli:
Language-Informed Beam Search Decoding for Multilingual Machine Translation. CoRR abs/2408.05738 (2024) - [i57]Eric Slyman, Anirudh Kanneganti, Sanghyun Hong, Stefan Lee:
You Never Know: Quantization Induces Inconsistent Biases in Vision-Language Foundation Models. CoRR abs/2410.20265 (2024) - [i56]Zijiao Yang, Xiangxi Shi, Eric Slyman, Stefan Lee:
Hijacking Vision-and-Language Navigation Agents with Adversarial Environmental Attacks. CoRR abs/2412.02795 (2024) - [i55]Rajesh Mangannavar, Stefan Lee, Alan Fern, Prasad Tadepalli:
GABAR: Graph Attention-Based Action Ranking for Relational Policy Learning. CoRR abs/2412.04752 (2024) - 2023
- [j5]Erik Wijmans, Manolis Savva, Irfan Essa, Stefan Lee, Ari S. Morcos, Dhruv Batra:
Emergence of Maps in the Memories of Blind Navigation Agents. AI Matters 9(2): 8-14 (2023) - [j4]Drew Penney
, Bin Li, Jaroslaw J. Sydir, Lizhong Chen, Charlie Tai, Stefan Lee, Eoin Walsh, Thomas Long:
PROMPT: Learning dynamic resource allocation policies for network applications. Future Gener. Comput. Syst. 145: 164-175 (2023) - [j3]Christopher Buss, Jasmin Mousavi, Mikhail Tokarev, Arash Termehchy, David Maier, Stefan Lee:
Effective Entity Augmentation By Querying External Data Sources. Proc. VLDB Endow. 16(11): 3404-3417 (2023) - [c54]Zijiao Yang, Arjun Majumdar, Stefan Lee:
Behavioral Analysis of Vision-and-Language Navigation Agents. CVPR 2023: 2574-2582 - [c53]Jacob Krantz, Shurjo Banerjee, Wang Zhu, Jason J. Corso, Peter Anderson, Stefan Lee, Jesse Thomason:
Iterative Vision-and-Language Navigation. CVPR 2023: 14921-14930 - [c52]Jacob Krantz, Théophile Gervet, Karmesh Yadav, Austin S. Wang, Chris Paxton, Roozbeh Mottaghi, Dhruv Batra, Jitendra Malik, Stefan Lee, Devendra Singh Chaplot:
Navigating to Objects Specified by Images. ICCV 2023: 10882-10891 - [c51]Eric Slyman, Minsuk Kahng, Stefan Lee:
VLSlice: Interactive Vision-and-Language Slice Discovery. ICCV 2023: 15245-15255 - [c50]Erik Wijmans, Manolis Savva, Irfan Essa, Stefan Lee, Ari S. Morcos, Dhruv Batra:
Emergence of Maps in the Memories of Blind Navigation Agents. ICLR 2023 - [c49]Christopher Buss, Jasmin Mosavi, Mikhail Tokarev, Arash Termehchy, David Maier, Stefan Lee:
Generating Data Augmentation Queries Using Large Language Models. VLDB Workshops 2023 - [i54]Erik Wijmans, Manolis Savva, Irfan Essa, Stefan Lee, Ari S. Morcos, Dhruv Batra:
Emergence of Maps in the Memories of Blind Navigation Agents. CoRR abs/2301.13261 (2023) - [i53]Jacob Krantz, Théophile Gervet, Karmesh Yadav, Austin S. Wang, Chris Paxton, Roozbeh Mottaghi, Dhruv Batra, Jitendra Malik, Stefan Lee, Devendra Singh Chaplot:
Navigating to Objects Specified by Images. CoRR abs/2304.01192 (2023) - [i52]Zijiao Yang, Arjun Majumdar, Stefan Lee:
Behavioral Analysis of Vision-and-Language Navigation Agents. CoRR abs/2307.10790 (2023) - [i51]Eric Slyman, Minsuk Kahng, Stefan Lee:
VLSlice: Interactive Vision-and-Language Slice Discovery. CoRR abs/2309.06703 (2023) - 2022
- [c48]Jacob Krantz, Stefan Lee:
Sim-2-Sim Transfer for Vision-and-Language Navigation in Continuous Environments. ECCV (39) 2022: 588-603 - [i50]Drew Penney, Bin Li, Jaroslaw Sydir, Charlie Tai, Eoin Walsh, Thomas Long, Stefan Lee, Lizhong Chen:
PROMPT: Learning Dynamic Resource Allocation Policies for Edge-Network Applications. CoRR abs/2201.07916 (2022) - [i49]Jacob Krantz, Stefan Lee:
Sim-2-Sim Transfer for Vision-and-Language Navigation in Continuous Environments. CoRR abs/2204.09667 (2022) - [i48]Jacob Krantz, Shurjo Banerjee, Wang Zhu, Jason J. Corso, Peter Anderson, Stefan Lee, Jesse Thomason:
Iterative Vision-and-Language Navigation. CoRR abs/2210.03087 (2022) - [i47]Matt Deitke, Dhruv Batra, Yonatan Bisk, Tommaso Campari, Angel X. Chang, Devendra Singh Chaplot, Changan Chen, Claudia Pérez-D'Arpino, Kiana Ehsani, Ali Farhadi, Li Fei-Fei, Anthony G. Francis, Chuang Gan, Kristen Grauman, David Hall, Winson Han, Unnat Jain, Aniruddha Kembhavi, Jacob Krantz, Stefan Lee, Chengshu Li, Sagnik Majumder, Oleksandr Maksymets, Roberto Martín-Martín, Roozbeh Mottaghi, Sonia Raychaudhuri, Mike Roberts, Silvio Savarese, Manolis Savva, Mohit Shridhar, Niko Sünderhauf, Andrew Szot, Ben Talbot, Joshua B. Tenenbaum, Jesse Thomason, Alexander Toshev, Joanne Truong, Luca Weihs, Jiajun Wu:
Retrospectives on the Embodied AI Workshop. CoRR abs/2210.06849 (2022) - [i46]Jacob Krantz, Stefan Lee, Jitendra Malik, Dhruv Batra, Devendra Singh Chaplot:
Instance-Specific Image Goal Navigation: Training Embodied Agents to Find Object Instances. CoRR abs/2211.15876 (2022) - 2021
- [c47]Vincent Cartillier, Zhile Ren, Neha Jain, Stefan Lee, Irfan Essa, Dhruv Batra:
Semantic MapNet: Building Allocentric Semantic Maps and Representations from Egocentric Views. AAAI 2021: 964-972 - [c46]Yilin Yang, Akiko Eriguchi, Alexandre Muzio, Prasad Tadepalli, Stefan Lee, Hany Hassan:
Improving Multilingual Translation by Representation and Gradient Regularization. EMNLP (1) 2021: 7266-7279 - [c45]Jacob Krantz, Aaron Gokaslan, Dhruv Batra, Stefan Lee, Oleksandr Maksymets:
Waypoint Models for Instruction-guided Navigation in Continuous Environments. ICCV 2021: 15142-15151 - [c44]Oleksandr Maksymets, Vincent Cartillier, Aaron Gokaslan, Erik Wijmans, Wojciech Galuba, Stefan Lee, Dhruv Batra:
THDA: Treasure Hunt Data Augmentation for Semantic Navigation. ICCV 2021: 15354-15363 - [c43]Aayam Kumar Shrestha, Stefan Lee, Prasad Tadepalli, Alan Fern:
DeepAveragers: Offline Reinforcement Learning By Solving Derived Non-Parametric MDPs. ICLR 2021 - [c42]Abhinav Moudgil, Arjun Majumdar, Harsh Agrawal, Stefan Lee, Dhruv Batra:
SOAT: A Scene- and Object-Aware Transformer for Vision-and-Language Navigation. NeurIPS 2021: 7357-7367 - [c41]Saurabh Satish Desai, Stefan Lee:
Auxiliary Tasks for Efficient Learning of Point-Goal Navigation. WACV 2021: 717-725 - [i45]Erich Merrill, Stefan Lee, Fuxin Li, Thomas G. Dietterich, Alan Fern:
Deep Convolution for Irregularly Sampled Temporal Point Clouds. CoRR abs/2105.00137 (2021) - [i44]Sam Greydanus, Stefan Lee, Alan Fern:
Piecewise-constant Neural ODEs. CoRR abs/2106.06621 (2021) - [i43]Yilin Yang, Akiko Eriguchi, Alexandre Muzio, Prasad Tadepalli, Stefan Lee, Hany Hassan:
Improving Multilingual Translation by Representation and Gradient Regularization. CoRR abs/2109.04778 (2021) - [i42]Jacob Krantz, Aaron Gokaslan, Dhruv Batra, Stefan Lee, Oleksandr Maksymets:
Waypoint Models for Instruction-guided Navigation in Continuous Environments. CoRR abs/2110.02207 (2021) - [i41]Abhinav Moudgil, Arjun Majumdar, Harsh Agrawal, Stefan Lee, Dhruv Batra:
SOAT: A Scene- and Object-Aware Transformer for Vision-and-Language Navigation. CoRR abs/2110.14143 (2021) - 2020
- [j2]Abhishek Kadian, Joanne Truong, Aaron Gokaslan, Alexander Clegg, Erik Wijmans, Stefan Lee, Manolis Savva, Sonia Chernova, Dhruv Batra:
Sim2Real Predictivity: Does Evaluation in Simulation Predict Real-World Performance? IEEE Robotics Autom. Lett. 5(4): 6670-6677 (2020) - [c40]Samyak Datta, Oleksandr Maksymets, Judy Hoffman, Stefan Lee, Dhruv Batra, Devi Parikh:
Integrating Egocentric Localization for More Realistic Point-Goal Navigation Agents. CoRL 2020: 313-328 - [c39]Peter Anderson, Ayush Shrivastava, Joanne Truong, Arjun Majumdar, Devi Parikh, Dhruv Batra, Stefan Lee:
Sim-to-Real Transfer for Vision-and-Language Navigation. CoRL 2020: 671-681 - [c38]Jiasen Lu, Vedanuj Goswami, Marcus Rohrbach, Devi Parikh, Stefan Lee:
12-in-1: Multi-Task Vision and Language Representation Learning. CVPR 2020: 10434-10443 - [c37]Jacob Krantz, Erik Wijmans, Arjun Majumdar, Dhruv Batra, Stefan Lee:
Beyond the Nav-Graph: Vision-and-Language Navigation in Continuous Environments. ECCV (28) 2020: 104-120 - [c36]Arjun Majumdar, Ayush Shrivastava, Stefan Lee, Peter Anderson, Devi Parikh, Dhruv Batra:
Improving Vision-and-Language Navigation with Image-Text Pairs from the Web. ECCV (6) 2020: 259-274 - [c35]Meera Hahn, Jacob Krantz, Dhruv Batra, Devi Parikh, James M. Rehg, Stefan Lee, Peter Anderson:
Where Are You? Localization from Embodied Dialog. EMNLP (1) 2020: 806-822 - [c34]Yilin Yang, Longyue Wang, Shuming Shi, Prasad Tadepalli, Stefan Lee, Zhaopeng Tu:
On the Sub-Layer Functionalities of Transformer Decoder. EMNLP (Findings) 2020: 4799-4811 - [c33]Erik Wijmans, Abhishek Kadian, Ari Morcos, Stefan Lee, Irfan Essa, Devi Parikh, Manolis Savva, Dhruv Batra:
DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames. ICLR 2020 - [c32]Michael Cogswell, Jiasen Lu, Rishabh Jain, Stefan Lee, Devi Parikh, Dhruv Batra:
Dialog without Dialog Data: Learning Visual Dialog Agents from VQA Data. NeurIPS 2020 - [c31]Simon Stepputtis, Joseph Campbell, Mariano J. Phielipp, Stefan Lee, Chitta Baral, Heni Ben Amor:
Language-Conditioned Imitation Learning for Robot Manipulation Tasks. NeurIPS 2020 - [i40]Jacob Krantz, Erik Wijmans, Arjun Majumdar, Dhruv Batra, Stefan Lee:
Beyond the Nav-Graph: Vision-and-Language Navigation in Continuous Environments. CoRR abs/2004.02857 (2020) - [i39]Arjun Majumdar, Ayush Shrivastava, Stefan Lee, Peter Anderson, Devi Parikh, Dhruv Batra:
Improving Vision-and-Language Navigation with Image-Text Pairs from the Web. CoRR abs/2004.14973 (2020) - [i38]Michael Cogswell, Jiasen Lu, Rishabh Jain, Stefan Lee, Devi Parikh, Dhruv Batra:
Dialog without Dialog Data: Learning Visual Dialog Agents from VQA Data. CoRR abs/2007.12750 (2020) - [i37]Samyak Datta, Oleksandr Maksymets, Judy Hoffman, Stefan Lee, Dhruv Batra, Devi Parikh:
Integrating Egocentric Localization for More Realistic Point-Goal Navigation Agents. CoRR abs/2009.03231 (2020) - [i36]Vincent Cartillier, Zhile Ren, Neha Jain, Stefan Lee, Irfan Essa, Dhruv Batra:
Semantic MapNet: Building Allocentric SemanticMaps and Representations from Egocentric Views. CoRR abs/2010.01191 (2020) - [i35]Yilin Yang, Longyue Wang, Shuming Shi, Prasad Tadepalli, Stefan Lee, Zhaopeng Tu:
On the Sub-Layer Functionalities of Transformer Decoder. CoRR abs/2010.02648 (2020) - [i34]Aayam Shrestha, Stefan Lee, Prasad Tadepalli, Alan Fern:
DeepAveragers: Offline Reinforcement Learning by Solving Derived Non-Parametric MDPs. CoRR abs/2010.08891 (2020) - [i33]Simon Stepputtis, Joseph Campbell, Mariano J. Phielipp, Stefan Lee, Chitta Baral, Heni Ben Amor:
Language-Conditioned Imitation Learning for Robot Manipulation Tasks. CoRR abs/2010.12083 (2020) - [i32]Peter Anderson, Ayush Shrivastava, Joanne Truong, Arjun Majumdar, Devi Parikh, Dhruv Batra, Stefan Lee:
Sim-to-Real Transfer for Vision-and-Language Navigation. CoRR abs/2011.03807 (2020) - [i31]Meera Hahn, Jacob Krantz, Dhruv Batra, Devi Parikh, James M. Rehg, Stefan Lee, Peter Anderson:
Where Are You? Localization from Embodied Dialog. CoRR abs/2011.08277 (2020)
2010 – 2019
- 2019
- [j1]Abhishek Das, Satwik Kottur, Khushi Gupta, Avi Singh, Deshraj Yadav, Stefan Lee, José M. F. Moura, Devi Parikh, Dhruv Batra:
Visual Dialog. IEEE Trans. Pattern Anal. Mach. Intell. 41(5): 1242-1256 (2019) - [c30]Erik Wijmans, Samyak Datta, Oleksandr Maksymets, Abhishek Das, Georgia Gkioxari, Stefan Lee, Irfan Essa, Devi Parikh, Dhruv Batra:
Embodied Question Answering in Photorealistic Environments With Point Cloud Perception. CVPR 2019: 6659-6668 - [c29]Huda AlAmri, Vincent Cartillier, Abhishek Das, Jue Wang, Anoop Cherian, Irfan Essa, Dhruv Batra, Tim K. Marks, Chiori Hori, Peter Anderson, Stefan Lee, Devi Parikh:
Audio Visual Scene-Aware Dialog. CVPR 2019: 7558-7567 - [c28]Arijit Ray, Karan Sikka, Ajay Divakaran, Stefan Lee, Giedrius Burachas:
Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation. EMNLP/IJCNLP (1) 2019: 5859-5864 - [c27]Ramprasaath Ramasamy Selvaraju, Stefan Lee, Yilin Shen, Hongxia Jin, Shalini Ghosh, Larry P. Heck, Dhruv Batra, Devi Parikh:
Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded. ICCV 2019: 2591-2600 - [c26]Harsh Agrawal, Peter Anderson, Karan Desai, Yufei Wang, Xinlei Chen, Rishabh Jain, Mark Johnson, Dhruv Batra, Devi Parikh, Stefan Lee:
nocaps: novel object captioning at scale. ICCV 2019: 8947-8956 - [c25]Yash Goyal, Ziyan Wu, Jan Ernst, Dhruv Batra, Devi Parikh, Stefan Lee:
Counterfactual Visual Explanations. ICML 2019: 2376-2384 - [c24]Ashwin Kalyan, Peter Anderson, Stefan Lee, Dhruv Batra:
Trainable Decoding of Sets of Sequences for Neural Sequence Models. ICML 2019: 3211-3221 - [c23]Ramakrishna Vedantam, Karan Desai, Stefan Lee, Marcus Rohrbach, Dhruv Batra, Devi Parikh:
Probabilistic Neural Symbolic Models for Interpretable Visual Question Answering. ICML 2019: 6428-6437 - [c22]Jiasen Lu, Dhruv Batra, Devi Parikh, Stefan Lee:
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks. NeurIPS 2019: 13-23 - [c21]Peter Anderson, Ayush Shrivastava, Devi Parikh, Dhruv Batra, Stefan Lee:
Chasing Ghosts: Instruction Following as Bayesian State Tracking. NeurIPS 2019: 369-379 - [i30]Huda AlAmri, Vincent Cartillier, Abhishek Das, Jue Wang, Stefan Lee, Peter Anderson, Irfan Essa, Devi Parikh, Dhruv Batra, Anoop Cherian, Tim K. Marks, Chiori Hori:
Audio-Visual Scene-Aware Dialog. CoRR abs/1901.09107 (2019) - [i29]Deshraj Yadav, Rishabh Jain, Harsh Agrawal, Prithvijit Chattopadhyay, Taranjeet Singh, Akash Jain, Shivkaran Singh, Stefan Lee, Dhruv Batra:
EvalAI: Towards Better Evaluation Systems for AI Agents. CoRR abs/1902.03570 (2019) - [i28]Ramprasaath R. Selvaraju, Stefan Lee, Yilin Shen, Hongxia Jin, Dhruv Batra, Devi Parikh:
Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded. CoRR abs/1902.03751 (2019) - [i27]Ramakrishna Vedantam, Karan Desai, Stefan Lee, Marcus Rohrbach, Dhruv Batra, Devi Parikh:
Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering. CoRR abs/1902.07864 (2019) - [i26]Erik Wijmans, Samyak Datta, Oleksandr Maksymets, Abhishek Das, Georgia Gkioxari, Stefan Lee, Irfan Essa, Devi Parikh, Dhruv Batra:
Embodied Question Answering in Photorealistic Environments with Point Cloud Perception. CoRR abs/1904.03461 (2019) - [i25]Yash Goyal, Ziyan Wu, Jan Ernst, Dhruv Batra, Devi Parikh, Stefan Lee:
Counterfactual Visual Explanations. CoRR abs/1904.07451 (2019) - [i24]Michael Cogswell, Jiasen Lu, Stefan Lee, Devi Parikh, Dhruv Batra:
Emergence of Compositional Language with Deep Generational Transmission. CoRR abs/1904.09067 (2019) - [i23]Peter Anderson, Ayush Shrivastava, Devi Parikh, Dhruv Batra, Stefan Lee:
Chasing Ghosts: Instruction Following as Bayesian State Tracking. CoRR abs/1907.02022 (2019) - [i22]Jiasen Lu, Dhruv Batra, Devi Parikh, Stefan Lee:
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks. CoRR abs/1908.02265 (2019) - [i21]Arijit Ray, Karan Sikka, Ajay Divakaran, Stefan Lee, Giedrius Burachas:
Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation. CoRR abs/1909.04696 (2019) - [i20]Erik Wijmans, Abhishek Kadian, Ari Morcos, Stefan Lee, Irfan Essa, Devi Parikh, Manolis Savva, Dhruv Batra:
Decentralized Distributed PPO: Solving PointGoal Navigation. CoRR abs/1911.00357 (2019) - [i19]Jingjing Pan, Yash Goyal, Stefan Lee:
Question-Conditioned Counterfactual Image Generation for VQA. CoRR abs/1911.06352 (2019) - [i18]Jiasen Lu, Vedanuj Goswami, Marcus Rohrbach, Devi Parikh, Stefan Lee:
12-in-1: Multi-Task Vision and Language Representation Learning. CoRR abs/1912.02315 (2019) - [i17]Abhishek Kadian, Joanne Truong, Aaron Gokaslan, Alexander Clegg, Erik Wijmans, Stefan Lee, Manolis Savva, Sonia Chernova, Dhruv Batra:
Are We Making Real Progress in Simulated Environments? Measuring the Sim2Real Gap in Embodied Visual Navigation. CoRR abs/1912.06321 (2019) - 2018
- [c20]Ashwin K. Vijayakumar, Michael Cogswell, Ramprasaath R. Selvaraju, Qing Sun, Stefan Lee, David J. Crandall, Dhruv Batra:
Diverse Beam Search for Improved Description of Complex Scenes. AAAI 2018: 7371-7379 - [c19]Abhishek Das, Georgia Gkioxari, Stefan Lee, Devi Parikh, Dhruv Batra:
Neural Modular Control for Embodied Question Answering. CoRL 2018: 53-62 - [c18]Jianwei Yang, Jiasen Lu, Stefan Lee, Dhruv Batra, Devi Parikh:
Visual Curiosity: Learning to Ask Questions to Learn Visual Recognition. CoRL 2018: 63-80 - [c17]Abhishek Das, Samyak Datta, Georgia Gkioxari, Stefan Lee, Devi Parikh, Dhruv Batra:
Embodied Question Answering. CVPR 2018: 1-10 - [c16]Abhishek Das, Samyak Datta, Georgia Gkioxari, Stefan Lee, Devi Parikh, Dhruv Batra:
Embodied Question Answering. CVPR Workshops 2018: 2054-2063 - [c15]Ramprasaath R. Selvaraju, Prithvijit Chattopadhyay, Mohamed Elhoseiny, Tilak Sharma, Dhruv Batra, Devi Parikh, Stefan Lee:
Choose Your Neuron: Incorporating Domain Knowledge Through Neuron-Importance. ECCV (13) 2018: 540-556 - [c14]Jianwei Yang, Jiasen Lu, Stefan Lee, Dhruv Batra, Devi Parikh:
Graph R-CNN for Scene Graph Generation. ECCV (1) 2018: 690-706 - [c13]Ashwin Kalyan, Stefan Lee, Anitha Kannan, Dhruv Batra:
Learn from Your Neighbor: Learning Multi-modal Mappings from Sparse Annotations. ICML 2018: 2454-2463 - [c12]Sainandan Ramakrishnan, Aishwarya Agrawal, Stefan Lee:
Overcoming Language Priors in Visual Question Answering with Adversarial Regularization. NeurIPS 2018: 1548-1558 - [i16]Ashwin Kalyan, Stefan Lee, Anitha Kannan, Dhruv Batra:
Learn from Your Neighbor: Learning Multi-modal Mappings from Sparse Annotations. CoRR abs/1806.02934 (2018) - [i15]Jianwei Yang, Jiasen Lu, Stefan Lee, Dhruv Batra, Devi Parikh:
Graph R-CNN for Scene Graph Generation. CoRR abs/1808.00191 (2018) - [i14]Ramprasaath R. Selvaraju, Prithvijit Chattopadhyay, Mohamed Elhoseiny, Tilak Sharma, Dhruv Batra, Devi Parikh, Stefan Lee:
Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance. CoRR abs/1808.02861 (2018) - [i13]Jianwei Yang, Jiasen Lu, Stefan Lee, Dhruv Batra, Devi Parikh:
Visual Curiosity: Learning to Ask Questions to Learn Visual Recognition. CoRR abs/1810.00912 (2018) - [i12]Sainandan Ramakrishnan, Aishwarya Agrawal, Stefan Lee:
Overcoming Language Priors in Visual Question Answering with Adversarial Regularization. CoRR abs/1810.03649 (2018) - [i11]Abhishek Das, Georgia Gkioxari, Stefan Lee, Devi Parikh, Dhruv Batra:
Neural Modular Control for Embodied Question Answering. CoRR abs/1810.11181 (2018) - [i10]Harsh Agrawal, Karan Desai, Yufei Wang, Xinlei Chen, Rishabh Jain, Mark Johnson, Dhruv Batra, Devi Parikh, Stefan Lee, Peter Anderson:
nocaps: novel object captioning at scale. CoRR abs/1812.08658 (2018) - 2017
- [c11]Qing Sun, Stefan Lee, Dhruv Batra:
Bidirectional Beam Search: Forward-Backward Inference in Neural Sequence Models for Fill-in-the-Blank Image Captioning. CVPR 2017: 7215-7223 - [c10]Aroma Mahendru, Viraj Prabhu, Akrit Mohapatra, Dhruv Batra, Stefan Lee:
The Promise of Premise: Harnessing Question Premises in Visual Question Answering. EMNLP 2017: 926-935 - [c9]Satwik Kottur, José M. F. Moura, Stefan Lee, Dhruv Batra:
Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog. EMNLP 2017: 2962-2967 - [c8]Prithvijit Chattopadhyay, Deshraj Yadav, Viraj Prabhu, Arjun Chandrasekaran, Abhishek Das, Stefan Lee, Dhruv Batra, Devi Parikh:
Evaluating Visual Conversational Agents via Cooperative Human-AI Games. HCOMP 2017: 2-10 - [c7]Abhishek Das, Satwik Kottur, José M. F. Moura, Stefan Lee, Dhruv Batra:
Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning. ICCV 2017: 2970-2979 - [i9]Abhishek Das, Satwik Kottur, José M. F. Moura, Stefan Lee, Dhruv Batra:
Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning. CoRR abs/1703.06585 (2017) - [i8]Aroma Mahendru, Viraj Prabhu, Akrit Mohapatra, Dhruv Batra, Stefan Lee:
The Promise of Premise: Harnessing Question Premises in Visual Question Answering. CoRR abs/1705.00601 (2017) - [i7]Qing Sun, Stefan Lee, Dhruv Batra:
Bidirectional Beam Search: Forward-Backward Inference in Neural Sequence Models for Fill-in-the-Blank Image Captioning. CoRR abs/1705.08759 (2017) - [i6]Satwik Kottur, José M. F. Moura, Stefan Lee, Dhruv Batra:
Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog. CoRR abs/1706.08502 (2017) - [i5]Prithvijit Chattopadhyay, Deshraj Yadav, Viraj Prabhu, Arjun Chandrasekaran, Abhishek Das, Stefan Lee, Dhruv Batra, Devi Parikh:
Evaluating Visual Conversational Agents via Cooperative Human-AI Games. CoRR abs/1708.05122 (2017) - [i4]Abhishek Das, Samyak Datta, Georgia Gkioxari, Stefan Lee, Devi Parikh, Dhruv Batra:
Embodied Question Answering. CoRR abs/1711.11543 (2017) - 2016
- [c6]Stefan Lee, Senthil Purushwalkam, Michael Cogswell, Viresh Ranjan, David J. Crandall, Dhruv Batra:
Stochastic Multiple Choice Learning for Training Diverse Deep Ensembles. NIPS 2016: 2119-2127 - [p1]David J. Crandall, Yunpeng Li, Stefan Lee, Daniel P. Huttenlocher:
Recognizing Landmarks in Large-Scale Social Image Collections. Large-Scale Visual Geo-Localization 2016: 121-144