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Babak Damavandi
Babak Damavandi
Meta Reality Labs
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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
962021
Anymal: An efficient and scalable any-modality augmented language model
S Moon, A Madotto, Z Lin, T Nagarajan, M Smith, S Jain, CF Yeh, ...
Proceedings of the 2024 Conference on Empirical Methods in Natural Language …, 2024
632024
Breast cancer prediction using genome wide single nucleotide polymorphism data
M Hajiloo, B Damavandi, M HooshSadat, F Sangi, JR Mackey, CE Cass, ...
BMC bioinformatics 14, 1-10, 2013
422013
Imu2clip: Multimodal contrastive learning for imu motion sensors from egocentric videos and text
S Moon, A Madotto, Z Lin, A Dirafzoon, A Saraf, A Bearman, B Damavandi
arXiv preprint arXiv:2210.14395, 2022
352022
Connecting what to say with where to look by modeling human attention traces
Z Meng, L Yu, N Zhang, TL Berg, B Damavandi, V Singh, A Bearman
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
302021
NN-grams: Unifying neural network and n-gram language models for speech recognition
B Damavandi, S Kumar, N Shazeer, A Bruguier
arXiv preprint arXiv:1606.07470, 2016
122016
Snapntell: Enhancing entity-centric visual question answering with retrieval augmented multimodal llm
J Qiu, A Madotto, Z Lin, PA Crook, YE Xu, XL Dong, C Faloutsos, L Li, ...
arXiv preprint arXiv:2403.04735, 2024
72024
IMU2CLIP: Language-grounded Motion Sensor Translation with Multimodal Contrastive Learning
S Moon, A Madotto, Z Lin, A Saraf, A Bearman, B Damavandi
Findings of the Association for Computational Linguistics: EMNLP 2023, 13246 …, 2023
62023
Overview of Situated and Interactive Multimodal Conversations (SIMMC) 2.1 Track at DSTC 11
S Kottur, S Moon
Proceedings of The Eleventh Dialog System Technology Challenge, 235-241, 2023
62023
Dynamic content rendering based on context for AR and assistant systems
Y Pu, CE Balmes, GC Moskey, JJ Blakeley, AL Bearman, A Dirafzoon, ...
US Patent 11,966,701, 2024
52024
Estimating the overlap of top instances in lists ranked by correlation to label
B Damavandi
MS thesis, 2012
42012
Overview of the Tenth Dialog System Technology Challenge: DSTC10
K Yoshino, YN Chen, P Crook, S Kottur, J Li, B Hedayatnia, S Moon, Z Fei, ...
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2023
32023
SIMMC-VR: A Task-oriented Multimodal Dialog Dataset with Situated and Immersive VR Streams
TL Wu, S Kottur, A Madotto, M Azab, P Rodriguez, B Damavandi, N Peng, ...
Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023
32023
Navigating Connected Memories with a Task-oriented Dialog System
S Kottur, S Moon, A Geramifard, B Damavandi
Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022
32022
Tell your story: task-oriented dialogs for interactive content creation
S Kottur, S Moon, AH Markosyan, H Shah, B Damavandi, A Geramifard
arXiv preprint arXiv:2211.03940, 2022
22022
Explaining the gene signature anomaly: Estimating the overlap of two ranked lists
B Damavandi, CN Yu, S Damaraju, R Greiner
Breast Cancer 44 (45), 70-76, 2012
22012
Event-Based Reasoning for Assistant Systems
S Liu, MR Hanson, G Dong, XM Fan, B Damavandi
US Patent App. 18/059,641, 2023
12023
Doppelg\" anger's Watch: A Split Objective Approach to Large Language Models
S Ghasemlou, A Katiyar, A Saraf, S Moon, M Pujari, P Donmez, ...
arXiv preprint arXiv:2409.06107, 2024
2024
Dynamic content rendering based on context for ar and assistant systems
Y Pu, CE Balmes, GC Moskey, JJ Blakeley, AL Bearman, A Dirafzoon, ...
US Patent App. 18/597,470, 2024
2024
Navigating Connected Memories with a Task-oriented Dialog System
S Moon, S Kottur, A Geramifard, B Damavandi
arXiv preprint arXiv:2211.08462, 2022
2022
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