Vatt: Transformers for multimodal self-supervised learning from raw video, audio and text H Akbari, L Yuan, R Qian, WH Chuang, SF Chang, Y Cui, B Gong Advances in Neural Information Processing Systems 34, 24206-24221, 2021 | 538 | 2021 |
Pali: A jointly-scaled multilingual language-image model X Chen, X Wang, S Changpinyo, AJ Piergiovanni, P Padlewski, D Salz, ... arXiv preprint arXiv:2209.06794, 2022 | 411 | 2022 |
Towards reconstructing intelligible speech from the human auditory cortex H Akbari, B Khalighinejad, JL Herrero, AD Mehta, N Mesgarani Scientific reports 9 (1), 874, 2019 | 232 | 2019 |
Lip2audspec: Speech reconstruction from silent lip movements video H Akbari, H Arora, L Cao, N Mesgarani 2018 IEEE international conference on acoustics, speech and signal …, 2018 | 109 | 2018 |
Multi-level multimodal common semantic space for image-phrase grounding H Akbari, S Karaman, S Bhargava, B Chen, C Vondrick, SF Chang Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019 | 84 | 2019 |
Estimating and interpreting nonlinear receptive field of sensory neural responses with deep neural network models M Keshishian, H Akbari, B Khalighinejad, JL Herrero, AD Mehta, ... Elife 9, e53445, 2020 | 56 | 2020 |
Drought analysis based on standardized precipitation index (SPI) and streamflow drought index (SDI) in Chenar Rahdar river basin, Southern Iran H Akbari, GR Rakhshandehroo, AH Sharifloo, E Ostadzadeh Watershed Management 2015, 11-22, 2015 | 38 | 2015 |
Videopoet: A large language model for zero-shot video generation D Kondratyuk, L Yu, X Gu, J Lezama, J Huang, R Hornung, H Adam, ... arXiv preprint arXiv:2312.14125, 2023 | 35 | 2023 |
Long-Term Groundwater-Level Forecasting in Shallow and Deep Wells Using Wavelet Neural Networks Trained by an Improved Harmony Search Algorithm G Rakhshandehroo, H Akbari, M Afshari Igder, E Ostadzadeh Journal of Hydrologic Engineering 23 (2), 04017058, 2018 | 32 | 2018 |
Fetal ECG extraction using πTucker decomposition H Akbari, MB Shamsollahi, R Phlypo 2015 International Conference on Systems, Signals and Image Processing …, 2015 | 20 | 2015 |
Climate change impact on probable maximum precipitation in Chenar-Rahdar River Basin AH Afrooz, H Akbari, GR Rakhshandehroo, A Pourtouiserkani Watershed Management 2015, 36-47, 2015 | 19 | 2015 |
Trend analysis of hydrological and water quality variables to detect anthropogenic effects and climate variability on a river basin scale: A case study of Iran M Fooladi, MH Golmohammadi, HR Safavi, R Mirghafari, H Akbari Journal of hydro-environment research 34, 11-23, 2021 | 17 | 2021 |
Climate change impact on intensity-duration-frequency curves in Chenar-Rahdar river basin H Akbari, GR Rakhshandehroo, AH Afrooz, A Pourtouiserkani Watershed Manage 2015, 48-61, 2015 | 7 | 2015 |
GAIA at SM-KBP 2019-A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System. M Li, Y Lin, A Subburathinam, S Whitehead, X Pan, D Lu, Q Wang, ... TAC, 2019 | 6 | 2019 |
Alternating gradient descent and mixture-of-experts for integrated multimodal perception H Akbari, D Kondratyuk, Y Cui, R Hornung, H Wang, H Adam Advances in Neural Information Processing Systems 36, 2024 | 5 | 2024 |
Comparison of statistical downscaling methods in projecting climate change impact on extreme runoff events in Chenar Rahdar River basin (Iran) A Pourtouiserkani, GR Rakhshandehroo, H Akbari Watershed Management 2015, 23-35, 2015 | 5 | 2015 |
Scaling multimodal pre-training via cross-modality gradient harmonization J Wu, Y Liang, H Akbari, Z Wang, C Yu Advances in Neural Information Processing Systems 35, 36161-36173, 2022 | 4 | 2022 |
Face-speech bridging by cycle video/audio reconstruction HV Joze, H Akbari US Patent 10,931,976, 2021 | 4 | 2021 |
Neuro-symbolic representations for video captioning: A case for leveraging inductive biases for vision and language H Akbari, H Palangi, J Yang, S Rao, A Celikyilmaz, R Fernandez, ... arXiv preprint arXiv:2011.09530, 2020 | 3 | 2020 |
Modality Bridging and Unified Multimodal Understanding H Akbari Columbia University, 2022 | 1 | 2022 |