Aaqib Saeed

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 50

Top Topics

Damage Detection

Top Venues

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

ACM Trans. Embed. Comput. Syst.

Publications

Dimitris Spathis, Aaqib Saeed, Ali Etemad, Sana Tonekaboni, Stefanos Laskaridis, Shohreh Deldari, Chi Ian Tang, Patrick Schwab, Shyam Tailor
A collection of the accepted papers for the Human-Centric Representation Learning workshop at AAAI 2024. CoRR (2024)
Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia
Communication-Efficient Federated Learning Through Adaptive Weight Clustering And Server-Side Distillation. ICASSP (2024)
Harlin Lee, Aaqib Saeed
Distilled non-semantic speech embeddings with binary neural networks for low-resource devices. Pattern Recognit. Lett. 177 (2024)
Sunny Soni, Aaqib Saeed, Yuki M. Asano
Federated Learning with a Single Shared Image. CoRR (2024)
Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia
Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation. CoRR (2024)
Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia
Labeling Chaos to Learning Harmony: Federated Learning with Noisy Labels. ACM Trans. Intell. Syst. Technol. 15 (2) (2024)
Aaqib Saeed, Dimitris Spathis, Jungwoo Oh, Edward Choi, Ali Etemad
Learning under Label Noise through Few-Shot Human-in-the-Loop Refinement. CoRR (2024)
Vasileios Tsouvalas, Yuki Asano, Aaqib Saeed
Federated Fine-Tuning of Foundation Models via Probabilistic Masking. CoRR (2023)
Yuki M. Asano, Aaqib Saeed
The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image. ICLR (2023)
Zaharah Allah Bukhsh, Aaqib Saeed
On Out-of-Distribution Detection for Audio with Deep Nearest Neighbors. ICASSP (2023)
Harlin Lee, Aaqib Saeed, Andrea L. Bertozzi
Active Learning of non-Semantic Speech Tasks with Pretrained models. ICASSP (2023)
Aaqib Saeed, Vasileios Tsouvalas
Plug-and-Play Multilingual Few-shot Spoken Words Recognition. CoRR (2023)
Shohreh Deldari, Hao Xue, Aaqib Saeed, Jiayuan He, Daniel V. Smith, Flora D. Salim
Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data. CoRR (2022)
Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi
Federated Self-Training for Data-Efficient Audio Recognition. ICASSP (2022)
Shohreh Deldari, Hao Xue, Aaqib Saeed, Daniel V. Smith, Flora D. Salim
COCOA: Cross Modality Contrastive Learning for Sensor Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (3) (2022)
Harlin Lee, Aaqib Saeed, Andrea L. Bertozzi
Active Learning of Non-semantic Speech Tasks with Pretrained Models. CoRR (2022)
Shohreh Deldari, Hao Xue, Aaqib Saeed, Daniel V. Smith, Flora D. Salim
COCOA: Cross Modality Contrastive Learning for Sensor Data. CoRR (2022)
Zaharah Allah Bukhsh, Aaqib Saeed
On Out-of-Distribution Detection for Audio with Deep Nearest Neighbors. CoRR (2022)
Harlin Lee, Aaqib Saeed
Pediatric Sleep Scoring In-the-wild from Millions of Multi-channel EEG Signals. CoRR (2022)
Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia
Federated Learning with Noisy Labels. CoRR (2022)
Harlin Lee, Aaqib Saeed
Distilled Non-Semantic Speech Embeddings with Binary Neural Networks for Low-Resource Devices. CoRR (2022)
Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi
Federated Self-training for Semi-supervised Audio Recognition. ACM Trans. Embed. Comput. Syst. 21 (6) (2022)
Aaqib Saeed
Binary Early-Exit Network for Adaptive Inference on Low-Resource Devices. CoRR (2022)
Aaqib Saeed
Binary Early-Exit Network for Adaptive Inference on Low-Resource Devices. INTERSPEECH (2022)
Yuki M. Asano, Aaqib Saeed
Extrapolating from a Single Image to a Thousand Classes using Distillation. CoRR (2021)
Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi
Federated Self-Training for Semi-Supervised Audio Recognition. CoRR (2021)
Zaharah Allah Bukhsh, Nils Jansen, Aaqib Saeed
Damage detection using in-domain and cross-domain transfer learning. Neural Comput. Appl. 33 (24) (2021)
Zaharah Allah Bukhsh, Nils Jansen, Aaqib Saeed
Damage detection using in-domain and cross-domain transfer learning. CoRR (2021)
Zaharah Allah Bukhsh, Aaqib Saeed, Remco M. Dijkman
ProcessTransformer: Predictive Business Process Monitoring with Transformer Network. CoRR (2021)
Aaqib Saeed, David Grangier, Olivier Pietquin, Neil Zeghidour
Learning From Heterogeneous Eeg Signals with Differentiable Channel Reordering. ICASSP (2021)
Prince U. C. Songwa, Aaqib Saeed, Sachin Bhardwaj, Marijn Kruisselbrink, Tanir Ozcelebi
LumNet: Learning to Estimate Vertical Visual Field Luminance for Adaptive Lighting Control. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (2) (2021)
Aaqib Saeed, Flora D. Salim, Tanir Ozcelebi, Johan Lukkien
Federated Self-Supervised Learning of Multisensor Representations for Embedded Intelligence. IEEE Internet Things J. 8 (2) (2021)
Aaqib Saeed
Consistency Training of Multi-exit Architectures for Sensor Data. CoRR (2021)
Shkurta Gashi, Aaqib Saeed, Alessandra Vicini, Elena Di Lascio, Silvia Santini
Hierarchical Classification and Transfer Learning to Recognize Head Gestures and Facial Expressions Using Earbuds. ICMI (2021)
Aaqib Saeed, David Grangier, Neil Zeghidour
Contrastive Learning of General-Purpose Audio Representations. ICASSP (2021)
Bram van Berlo, Aaqib Saeed, Tanir Ozcelebi
Towards federated unsupervised representation learning. EdgeSys@EuroSys (2020)
Aaqib Saeed, Victor Ungureanu, Beat Gfeller
Sense and Learn: Self-Supervision for Omnipresent Sensors. CoRR (2020)
Aaqib Saeed, David Grangier, Neil Zeghidour
Contrastive Learning of General-Purpose Audio Representations. CoRR (2020)
Aaqib Saeed, David Grangier, Olivier Pietquin, Neil Zeghidour
Learning from Heterogeneous EEG Signals with Differentiable Channel Reordering. CoRR (2020)
Aaqib Saeed, Ye Li, Tanir Ozcelebi, Johan Lukkien
Multi-sensor data augmentation for robust sensing. COINS (2020)
Aaqib Saeed, Flora D. Salim, Tanir Özçelebi, Johan Lukkien
Federated Self-Supervised Learning of Multi-Sensor Representations for Embedded Intelligence. CoRR (2020)
Aaqib Saeed, Tanir Ozcelebi, Johan Lukkien
Multi-task Self-Supervised Learning for Human Activity Detection. CoRR (2019)
Aaqib Saeed, Tanir Ozcelebi, Johan Lukkien
Multi-task Self-Supervised Learning for Human Activity Detection. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (2) (2019)
Aaqib Saeed, Tanir Ozcelebi, Stojan Trajanovski, Johan J. Lukkien
End-to-End Multi-Modal Behavioral Context Recognition in a Real-Life Setting. FUSION (2019)
Aaqib Saeed, Tanir Ozcelebi, Stojan Trajanovski, Johan Lukkien
Learning behavioral context recognition with multi-stream temporal convolutional networks. CoRR (2018)
Aaqib Saeed, Tanir Ozcelebi, Johan Lukkien, Jan B. F. van Erp, Stojan Trajanovski
Model Adaptation and Personalization for Physiological Stress Detection. DSAA (2018)
Aaqib Saeed, Tanir Ozcelebi, Johan Lukkien
Synthesizing and Reconstructing Missing Sensory Modalities in Behavioral Context Recognition. Sensors 18 (9) (2018)
Aaqib Saeed, Stojan Trajanovski, Maurice van Keulen, Jan B. F. van Erp
Deep Physiological Arousal Detection in a Driving Simulator Using Wearable Sensors. ICDM Workshops (2017)
Aaqib Saeed, Stojan Trajanovski
Personalized Driver Stress Detection with Multi-task Neural Networks using Physiological Signals. CoRR (2017)
Anna Priante, Djoerd Hiemstra, Tijs A. van den Broek, Aaqib Saeed, Michel L. Ehrenhard, Ariana Need
#WhoAmI in 160 Characters? Classifying Social Identities Based on Twitter Profile Descriptions. NLP+CSS@EMNLP (2016)