Ali Etemad
- CardioGAN: Attentive Generative Adversarial Network with Dual\n Discriminators for Synthesis of ECG from PPG
2020/09/30 by Pritam Sarkar, Ali Etemad, Sarkar, Pritam +1 · 7 citations
Engineering · Medicine · Neuroscience · #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Non-Invasive Vital Sign Monitoring #Signal Processing (eess.SP) #electronic engineering #information engineering
- Prompt Compression with Context-Aware Sentence Encoding for Fast and Improved LLM Inference
2024/09/02 by Barys Liskavets, Maxim Ushakov, Liskavets, Barys +9 · 14 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
- XKD: Cross-modal Knowledge Distillation with Domain Alignment for Video Representation Learning
2022/11/25 by Pritam Sarkar, Ali Etemad, Sarkar, Pritam +1 · 5 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Music and Audio Processing #Video Analysis and Summarization
- Region-Disentangled Diffusion Model for High-Fidelity PPG-to-ECG Translation
2023/08/25 by Debaditya Shome, Shome, Debaditya, Pritam Sarkar +3 · 6 citations
Engineering · Medicine · #ECG Monitoring and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Heart Rate Variability and Autonomic Control #Machine Learning (cs.LG) #Non-Invasive Vital Sign Monitoring #Signal Processing (eess.SP) #electronic engineering #information engineering
- Analysis of Augmentations for Contrastive ECG Representation Learning
2022/05/30 by Sahar Soltanieh, Soltanieh, Sahar, Ali Etemad +3 · 3 citations
Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Federated Unsupervised Domain Generalization using Global and Local Alignment of Gradients
2024/05/25 by Farhad Pourpanah, Mahdiyar Molahasani, Pourpanah, Farhad +7 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Vote from the Center: 6 DoF Pose Estimation in RGB-D Images by Radial Keypoint Voting
2021/04/06 by Yangzheng Wu, Wu, Yangzheng, Mohsen Zand +5 · 2 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Object Detection Techniques #Robot Manipulation and Learning #Robotics and Sensor-Based Localization
- FluentNet: End-to-End Detection of Speech Disfluency with Deep Learning
2020/09/23 by Tedd Kourkounakis, Amirhossein Hajavi, Kourkounakis, Tedd +3 · 1 citation
Medicine · Psychology · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Phonetics and Phonology Research #Sound (cs.SD) #Stuttering Research and Treatment #Voice and Speech Disorders #electronic engineering #information engineering
- Unsupervised Multi-Modal Representation Learning for Affective Computing\n with Multi-Corpus Wearable Data
2020/08/24 by Kyle Ross, Paul Hungler, Ross, Kyle +3 · 1 citation
Psychology · Neuroscience · Medicine · #Emotion and Mood Recognition #EEG and Brain-Computer Interfaces #ECG Monitoring and Analysis
- AVCAffe: A Large Scale Audio-Visual Dataset of Cognitive Load and Affect for Remote Work
2022/05/13 by Pritam Sarkar, Sarkar, Pritam, Aaron Posen +3 · 1 citation
Social Sciences · #Work-Family Balance Challenges
- Impact of Strategic Sampling and Supervision Policies on Semi-supervised Learning
2022/11/27 by Shuvendu Roy, Roy, Shuvendu, Ali Etemad +1 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification #Human Pose and Action Recognition
- CycleCrash: A Dataset of Bicycle Collision Videos for Collision Prediction and Analysis
2024/09/30 by Ali Etemad, Desai, Nishq Poorav, Michael Greenspan +2 · 2 citations
Computer Science · Engineering · #Video Surveillance and Tracking Methods #Autonomous Vehicle Technology and Safety #Anomaly Detection Techniques and Applications
- A Study on Bias and Fairness In Deep Speaker Recognition
2023/03/14 by Amirhossein Hajavi, Ali Etemad, Hajavi, Amirhossein +1 · 1 citation
Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing
- SASSL: Enhancing Self-Supervised Learning via Neural Style Transfer
2023/12/02 by Renán A. Rojas-Gómez, Karan Singhal, Rojas-Gomez, Renan A. +9 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Speech Recognition and Synthesis #Speech and dialogue systems #Topic Modeling
- Scaling laws in wearable human activity recognition
2025/02/05 by Tom Hoddes, A. Bijamov, Hoddes, Tom +11 · 2 citations
Computer Science · #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SkelFormer: Markerless 3D Pose and Shape Estimation using Skeletal Transformers
2024/04/19 by Vandad Davoodnia, Davoodnia, Vandad, Saeed Ghorbani +5 · 1 citation
Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robot Manipulation and Learning
- Self-alignment of Large Video Language Models with Refined Regularized Preference Optimization
2025/04/16 by Pritam Sarkar, Sarkar, Pritam, Ali Etemad +1 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- AttX: Attentive Cross-Connections for Fusion of Wearable Signals in Emotion Recognition
2022/06/09 by Anubhav Bhatti, Bhatti, Anubhav, Behnam Behinaein +5 · 1 citation
Computer Science · Medicine · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #Human Pose and Action Recognition #Machine Learning (cs.LG) #Obstructive Sleep Apnea Research #Signal Processing (eess.SP) #electronic engineering #information engineering
- EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning
2023/08/01 by Dustin Pulver, Pulver, Dustin, Prithila Angkan +5 · 3 citations
Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- Censoring-Aware In-Context Learning for Generalized Supplier Lead Time Estimation in Supply Chain Planning
2026/07/20 by Christopher Wang, Sebastien Ouellet, Behrouz Haji Soleimani +1
#cs.LG #cs.AI