Amin Jalali

24 papers A* 1B 1Journal 21Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Evaluating Test-Time Adaptation For Facial Expression Recognition Under Natural Cross-Dataset Distribution Shifts.
CoRR
John Turnbull, Shivam Grover, Amin Jalali, Ali Etemad
2026 J jnl
Multidomain EEG Representation Learning With Orthogonal Mapping and Attention-Based Fusion for Cognitive Load Classification.
IEEE Trans. Hum. Mach. Syst.
Prithila Angkan, Amin Jalali, Paul Hungler, Ali Etemad
2025 J jnl
Adaptive Metadata-Guided Supervised Contrastive Learning for Domain Adaptation on Respiratory Sound Classification.
IEEE J. Biomed. Health Informatics
June-Woo Kim, Miika Toikkanen, Amin Jalali, Minseok Kim, Hye-Ji Han, Hyunwoo Kim, Wonwoo Shin, Ho-Young Jung, Kyunghoon Kim
2025 J jnl
Dynamically Adaptive Deformable Feature Fusion for multi-scale character detection in ancient documents.
Eng. Appl. Artif. Intell.
Mauricio Bermudez-Gonzalez, Amin Jalali, Minho Lee
2025 J jnl
Graph-Based Learning of Spectro-Topographical EEG Representations with Gradient Alignment for Brain-Computer Interfaces.
CoRR
Prithila Angkan, Amin Jalali, Paul Hungler, Ali Etemad
2025 J jnl
Learning Time-Series Representations by Hierarchical Uniformity-Tolerance Latent Balancing.
CoRR
Amin Jalali, Milad Soltany, Michael A. Greenspan, Ali Etemad
2025 J jnl
Learning Time-Series Representations by Hierarchical Uniformity-Tolerance Latent Balancing.
Trans. Mach. Learn. Res.
Amin Jalali, Milad Soltany, Michael A. Greenspan, Ali Etemad
2025 J jnl
Multi-Domain EEG Representation Learning with Orthogonal Mapping and Attention-based Fusion for Cognitive Load Classification.
CoRR
Prithila Angkan, Amin Jalali, Paul Hungler, Ali Etemad
2024 J jnl
Hierarchical reasoning based on perception action cycle for visual question answering.
Expert Syst. Appl.
Safaa Abdullahi Moallim Mohamud, Amin Jalali, Minho Lee
2024 J jnl
Learnable feature alignment with attention-based data augmentation for handling data issue in ancient documents.
Appl. Soft Comput.
Amin Jalali, Sangbeom Lee, Minho Lee
2024 A* conf
Segment, Shuffle, and Stitch: A Simple Layer for Improving Time-Series Representations.
NeurIPS
Shivam Grover, Amin Jalali, Ali Etemad
2024 J jnl
Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations.
CoRR
Shivam Grover, Amin Jalali, Ali Etemad
2023 J jnl
Adversarial Lagrangian integrated contrastive embedding for limited size datasets.
Neural Networks
Amin Jalali, Minho Lee
2023 J jnl
Encoder-decoder cycle for visual question answering based on perception-action cycle.
Pattern Recognit.
Safaa Abdullahi Moallim Mohamud, Amin Jalali, Minho Lee
2023 J jnl
Multi-level alignment for few-shot temporal action localization.
Inf. Sci.
Kanchan Keisham, Amin Jalali, Jonghong Kim, Minho Lee
2023 J jnl
Predicting the Refrigerant Amounts Across Air Conditioners With a Domain Adaptive Lightweight Transformer.
IEEE Trans. Consumer Electron.
Kyoungho Hwang, Junwon Lee, Amin Jalali, Minho Lee
2022 J jnl
Adversarial Lagrangian Integrated Contrastive Embedding for Limited Size Datasets.
CoRR
Amin Jalali, Minho Lee
2022 J jnl
Online action proposal generation using spatio-temporal attention network.
Neural Networks
Kanchan Keisham, Amin Jalali, Minho Lee
2021 J jnl
Low-shot transfer with attention for highly imbalanced cursive character recognition.
Neural Networks
Amin Jalali, Swathi Kavuri, Minho Lee
2020 J jnl
Atrial Fibrillation Prediction With Residual Network Using Sensitivity and Orthogonality Constraints.
IEEE J. Biomed. Health Informatics
Amin Jalali, Minho Lee
2020 J jnl
High cursive traditional Asian character recognition using integrated adaptive constraints in ensemble of DenseNet and Inception models.
Pattern Recognit. Lett.
Amin Jalali, Minho Lee
2017 J jnl
Sensitive deep convolutional neural network for face recognition at large standoffs with small dataset.
Expert Syst. Appl.
Amin Jalali, Rammohan Mallipeddi, Minho Lee
2015 — conf
Convolutional Neural Networks Considering Robustness Improvement and Its Application to Face Recognition.
ICONIP (4)
Amin Jalali, Gil-Jin Jang, Jun-Su Kang, Minho Lee
2015 B conf
Deformation Invariant and Contactless Palmprint Recognition Using Convolutional Neural Network.
HAI
Amin Jalali, Rammohan Mallipeddi, Minho Lee