Frequency-Aware Masked Autoencoders for Multimodal Pretraining on
Biosignals

Frequency-Aware Masked Autoencoders for Multimodal Pretraining on Biosignals

12 September 2023

Hadi Pouransari

Papers citing "Frequency-Aware Masked Autoencoders for Multimodal Pretraining on Biosignals"

14 / 14 papers shown

Title
Structured-Noise Masked Modeling for Video, Audio and Beyond Aritra Bhowmik Fida Mohammad Thoker Carlos Hinojosa Bernard Ghanem Cees G. M. Snoek VGen 59 0 0 20 Mar 2025
Frequency-Aware Masked Autoencoders for Human Activity Recognition using Accelerometers Niels R. Lorenzen P. Jennum Emmanuel Mignot A. Brink-Kjaer 26 0 0 17 Feb 2025
Wearable Accelerometer Foundation Models for Health via Knowledge Distillation Salar Abbaspourazad Anshuman Mishra Joseph D. Futoma Andrew C. Miller Ian Shapiro 83 0 0 15 Dec 2024
Generalizable autoregressive modeling of time series through functional narratives Ran Liu Wenrui Ma Ellen L. Zippi Hadi Pouransari Jingyun Xiao ... Behrooz Mahasseni Juri Minxha Erdrin Azemi Eva L. Dyer Ali Moin AI4TS 25 0 0 10 Oct 2024
Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning Amin Karimi Monsefi Mengxi Zhou Nastaran Karimi Monsefi Ser-Nam Lim Wei-Lun Chao R. Ramnath 28 1 0 16 Sep 2024
DetailCLIP: Detail-Oriented CLIP for Fine-Grained Tasks Amin Karimi Monsefi Kishore Prakash Sailaja Ali Alilooee Ser-Nam Lim R. Ramnath VLM 33 6 0 10 Sep 2024
Balanced Data, Imbalanced Spectra: Unveiling Class Disparities with Spectral Imbalance Chiraag Kaushik Ran Liu Chi-Heng Lin Amrit Khera Matthew Y Jin Wenrui Ma Vidya Muthukumar Eva L. Dyer 33 3 0 18 Feb 2024
HiMTM: Hierarchical Multi-Scale Masked Time Series Modeling for Long-Term Forecasting Shubao Zhao Ming Jin Zhaoxiang Hou Che-Sheng Yang Zengxiang Li Qingsong Wen Yi Wang 14 2 0 10 Jan 2024
FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting Tian Zhou Ziqing Ma Xue Wang Qingsong Wen Liang Sun Tao Yao Wotao Yin Rong Jin AI4TS 118 165 0 18 May 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text Hassan Akbari Liangzhe Yuan Rui Qian Wei-Hong Chuang Shih-Fu Chang Yin Cui Boqing Gong ViT 231 573 0 22 Apr 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 293 3,683 0 11 Feb 2021
BENDR: using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG data Demetres Kostas Stephane Aroca-Ouellette Frank Rudzicz SSL 41 198 0 28 Jan 2021
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 203 2,254 0 18 Oct 2020