Satwik Kottur
Satwik Kottur
Research Scientist, Facebook AI
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Deep sets
M Zaheer, S Kottur, S Ravanbakhsh, B Poczos, R Salakhutdinov, A Smola
Advances in Neural Information Processing Systems (NeurIPS) 30, 3391--3401, 2017
10932017
Visual dialog
A Das, S Kottur, K Gupta, A Singh, D Yadav, JMF Moura, D Parikh, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
6272017
Learning cooperative visual dialog agents with deep reinforcement learning
A Das, S Kottur, JMF Moura, S Lee, D Batra
Proceedings of the IEEE international conference on computer vision (ICCV …, 2017
3452017
Natural language does not emerge'naturally'in multi-agent dialog
S Kottur, JMF Moura, S Lee, D Batra
Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017
1282017
Visual coreference resolution in visual dialog using neural module networks
S Kottur, JMF Moura, D Parikh, D Batra, M Rohrbach
Proceedings of the European Conference on Computer Vision (ECCV), 153-169, 2018
932018
Visual word2vec (vis-w2v): Learning visually grounded word embeddings using abstract scenes
S Kottur, R Vedantam, JMF Moura, D Parikh
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
892016
CLEVR-Dialog: A diagnostic dataset for multi-round reasoning in visual dialog
S Kottur, JMF Moura, D Parikh, D Batra, M Rohrbach
Proceedings of the 2019 Conference of the North {A}merican Chapter of the …, 2019
362019
Exploring Personalized Neural Conversational Models.
S Kottur, X Wang, V Carvalho
International Joint Conference on Artificial Intelligence (IJCAI), 3728-3734, 2017
332017
Traffic flow from a low frame rate city camera
E Toropov, L Gui, S Zhang, S Kottur, JMF Moura
2015 IEEE International Conference on Image Processing (ICIP), 3802-3806, 2015
302015
Situated and interactive multimodal conversations
S Moon, S Kottur, PA Crook, A De, S Poddar, T Levin, D Whitney, ...
Proceedings of the 28th International Conference on Computational …, 2020
112020
Overview of the ninth dialog system technology challenge: Dstc9
C Gunasekara, S Kim, LF D'Haro, A Rastogi, YN Chen, M Eric, ...
arXiv preprint arXiv:2011.06486, 2020
92020
Canopy fast sampling with cover trees
M Zaheer, S Kottur, A Ahmed, J Moura, A Smola
International Conference on Machine Learning (ICML), 3977-3986, 2017
52017
On emergent communication in competitive multi-agent teams
PP Liang, J Chen, R Salakhutdinov, LP Morency, S Kottur
Proceedings of the 19th International Conference on Autonomous Agents and …, 2020
42020
Abhishek Das
A Das, S Kottur, JMF Moura, S Lee, D Batra, V Dialog, K Gupta, A Singh, ...
22011
SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations
S Kottur, S Moon, A Geramifard, B Damavandi
arXiv preprint arXiv:2104.08667, 2021
12021
Dvd: A diagnostic dataset for multi-step reasoning in video grounded dialogue
H Le, C Sankar, S Moon, A Beirami, A Geramifard, S Kottur
arXiv preprint arXiv:2101.00151, 2021
12021
An Analysis of State-of-the-Art Models for Situated Interactive MultiModal Conversations (SIMMC)
S Kottur, P Crook, S Moon, A Beirami, E Cho, R Subba, A Geramifard
SIGDIAL, 2021
2021
Visual Dialog: Towards Communicative Visual Agents
S Kottur
Carnegie Mellon University, 2019
2019
DAIR: Data Augmented Invariant Regularization
T Huang, C Sankar, P Amini, S Kottur, A Geramifard, M Razaviyayn, ...
DialogStitch: Synthetic Deeper and Multi-Context Task-Oriented Dialogs
S Kottur, C Sankar, Z Yu, A Geramifard
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