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2020 – today
- 2024
[c21]Cam Le, Lam Pham, Jasmin Lampert, Matthias Schlögl
, Alexander Schindler:
Landslide Detection and Segmentation Using Remote Sensing Images and Deep Neural Networks. IGARSS 2024: 9582-9586- [c20]Lam Pham, Phat Lam, Truong Nguyen, Huyen Nguyen, Alexander Schindler:
Deepfake Audio Detection Using Spectrogram-based Feature and Ensemble of Deep Learning Models. IS2 2024: 1-5 - [c19]Margareta V. Stephanie, Lam Pham, Alexander Schindler, Michael Waltl, Tibor Grasser, Bernhard Schrenk:
Neural Network with Optical Frequency-Coded ReLU. OFC 2024: 1-3 - [i31]Phat Lam, Lam Pham, Tin Nguyen, Hieu Tang, Michael Seidl, Alexander Schindler:
LSTM-based Deep Neural Network With A Focus on Sentence Representation for Sequential Sentence Classification in Medical Scientific Abstracts. CoRR abs/2401.15854 (2024) - [i30]Tin Nguyen, Lam Pham, Phat Lam, Dat Ngo, Hieu Tang, Alexander Schindler:
The Impact of Frequency Bands on Acoustic Anomaly Detection of Machines using Deep Learning Based Model. CoRR abs/2403.00379 (2024) - [i29]Lam Pham, Phat Lam, Truong Nguyen, Huyen Nguyen, Alexander Schindler:
Deepfake Audio Detection Using Spectrogram-based Feature and Ensemble of Deep Learning Models. CoRR abs/2407.01777 (2024) - [i28]Lam Pham, Phat Lam, Tin Nguyen, Hieu Tang, Alexander Schindler:
A Toolchain for Comprehensive Audio/Video Analysis Using Deep Learning Based Multimodal Approach (A use case of riot or violent context detection). CoRR abs/2407.03110 (2024) - [i27]Lam Pham, Phat Lam, Tin Nguyen, Hieu Tang, Huyen Nguyen, Alexander Schindler, Canh Vu:
A Comprehensive Survey with Critical Analysis for Deepfake Speech Detection. CoRR abs/2409.15180 (2024) - 2023
- [c18]Dat Ngo, Lam Pham, Huy Phan, Minh Tran, Delaram Jarchi:
A Deep Learning Architecture with Spatio-Temporal Focusing for Detecting Respiratory Anomalies. BioCAS 2023: 1-5 - [c17]Lam Pham, Trang Le, Cam Le, Dat Ngo, Axel Weissenfeld, Alexander Schindler:
Deep Learning Based Multimodal with Two-phase Training Strategy for Daily Life Video Classification. CBMI 2023: 238-242 - [c16]Cam Le, Lam Pham, Nghia NVN, Truong Nguyen, Le Hong Trang:
A Robust and Low Complexity Deep Learning Model for Remote Sensing Image Classification. ICIIT 2023: 177-184 - [c15]Lam Pham, Cam Le, Dat Ngo, Anh Nguyen, Jasmin Lampert, Alexander Schindler, Ian McLoughlin:
A Light-Weight Deep Learning Model for Remote Sensing Image Classification. ISPA 2023: 1-6 - [c14]Lam Pham, Tin Nguyen, Phat Lam, Dat Ngo, Anahid N. Jalali, Alexander Schindler:
Light-Weight Deep Learning Models for Acoustic Scene Classification Using Teacher-Student Scheme and Multiple Spectrograms. IS2 2023: 1-8 - [c13]Dat Ngo, Lam Pham, Huy Phan, Minh Tran, Delaram Jarchi, Sefki Kolozali:
An Inception-Residual-Based Architecture with Multi-Objective Loss for Detecting Respiratory Anomalies. MMSP 2023: 1-6 - [i26]Lam Pham, Cam Le, Dat Ngo, Anh Nguyen, Jasmin Lampert, Alexander Schindler, Ian McLoughlin:
A Light-weight Deep Learning Model for Remote Sensing Image Classification. CoRR abs/2302.13028 (2023) - [i25]Dat Ngo, Lam Pham, Huy Phan, Minh Tran, Delaram Jarchi, Sefki Kolozali:
An Inception-Residual-Based Architecture with Multi-Objective Loss for Detecting Respiratory Anomalies. CoRR abs/2303.04104 (2023) - [i24]Lam Pham, Trang Le, Cam Le, Dat Ngo, Axel Weissenfeld, Alexander Schindler:
Deep Learning Based Multimodal with Two-phase Training Strategy for Daily Life Video Classification. CoRR abs/2305.01476 (2023) - [i23]Lam Pham, Dat Ngo, Cam Le, Anahid N. Jalali, Alexander Schindler:
Low-complexity deep learning frameworks for acoustic scene classification using teacher-student scheme and multiple spectrograms. CoRR abs/2305.09463 (2023) - [i22]Dat Ngo, Lam Pham, Huy Phan, Minh Tran, Delaram Jarchi:
A Deep Learning Architecture with Spatio-Temporal Focusing for Detecting Respiratory Anomalies. CoRR abs/2306.14929 (2023) - [i21]Khoa Tran, Hai Canh Vu, Lam Pham, Nassim Boudaoud:
Robust-MBDL: A Robust Multi-branch Deep Learning Based Model for Remaining Useful Life Prediction and Operational Condition Identification of Rotating Machines. CoRR abs/2309.06157 (2023) - [i20]Khoa Tran, Lam Pham, Hai Canh Vu:
Robust-MBFD: A Robust Deep Learning System for Motor Bearing Faults Detection Using Multiple Deep Learning Training Strategies and A Novel Double Loss Function. CoRR abs/2310.11477 (2023) - [i19]Cam Le, Lam Pham, Jasmin Lampert, Matthias Schlögl, Alexander Schindler:
Landslide Detection and Segmentation Using Remote Sensing Images and Deep Neural Network. CoRR abs/2312.16717 (2023) - 2022
- [j2]Dat Ngo, Lam Pham, Anh Nguyen, Tien Ly, Khoa Pham, Thanh Ngo:
Sound Context Classification based on Joint Learning Model and Multi-Spectrogram Features. Int. J. Comput. 21(2): 258-270 (2022) - [c12]Le Son Phan, Lam Pham, Truong Nguyen Ly Thien:
An Annihilating Filter-Based DOA Estimation for Uniform Linear Array. ACOMPA 2022: 80-85 - [c11]Lam Pham, Dat Ngo, Tho Nguyen, Phu X. Nguyen, Truong Van Hoang, Alexander Schindler:
An Audio-Visual Dataset and Deep Learning Frameworks for Crowded Scene Classification. CBMI 2022: 23-28 - [c10]Truong Van Hoang, Lam Pham, Dat Ngo, Hoang D. Nguyen:
A Cough-based deep learning framework for detecting COVID-19. EMBC 2022: 3422-3425 - [c9]Lam Pham, Dat Ngo, Khoa Tran, Truong Van Hoang, Alexander Schindler, Ian McLoughlin:
An Ensemble of Deep Learning Frameworks for Predicting Respiratory Anomalies. EMBC 2022: 4595-4598 - [c8]Dat Ngo, Lam Pham, Truong Van Hoang, Sefki Kolozali, Delaram Jarchi:
Audio-Based Deep Learning Frameworks for Detecting COVID-19. EUSIPCO 2022: 1233-1237 - [c7]Lam Pham, Khoa Tran, Dat Ngo, Hieu Tang, Son Phan, Alexander Schindler:
Wider or Deeper Neural Network Architecture for Acoustic Scene Classification with Mismatched Recording Devices. MMAsia 2022: 35:1-35:5 - [i18]Lam Pham, Dat Ngo, Truong Van Hoang, Alexander Schindler, Ian McLoughlin:
An Ensemble of Deep Learning Frameworks Applied For Predicting Respiratory Anomalies. CoRR abs/2201.03054 (2022) - [i17]Dat Ngo, Lam Pham, Truong Van Hoang, Sefki Kolozali, Delaram Jarchi:
Audio-Based Deep Learning Frameworks for Detecting COVID-19. CoRR abs/2202.05626 (2022) - [i16]Lam Pham, Khoa Dinh, Dat Ngo, Hieu Tang, Alexander Schindler:
Wider or Deeper Neural Network Architecture for Acoustic Scene Classification with Mismatched Recording Devices. CoRR abs/2203.12314 (2022) - [i15]Lam Pham, Dat Ngo, Anahid N. Jalali, Alexander Schindler:
Low-complexity deep learning frameworks for acoustic scene classification. CoRR abs/2206.06057 (2022) - [i14]Lam Pham, Khoa Tran, Dat Ngo, Jasmin Lampert, Alexander Schindler:
Remote Sensing Image Classification using Transfer Learning and Attention Based Deep Neural Network. CoRR abs/2206.13392 (2022) - [i13]Lam Pham, Dusan Salovic, Anahid N. Jalali, Alexander Schindler, Khoa Tran, Hai Canh Vu, Phu X. Nguyen:
Robust, General, and Low Complexity Acoustic Scene Classification Systems and An Effective Visualization for Presenting a Sound Scene Context. CoRR abs/2210.08610 (2022) - [i12]Cam Le, Lam Pham, Nghia NVN, Truong Nguyen, Le Hong Trang:
A Robust and Low Complexity Deep Learning Model for Remote Sensing Image Classification. CoRR abs/2211.02820 (2022) - 2021
- [j1]Lam Pham, Huy Phan, Ramaswamy Palaniappan, Alfred Mertins, Ian McLoughlin:
CNN-MoE Based Framework for Classification of Respiratory Anomalies and Lung Disease Detection. IEEE J. Biomed. Health Informatics 25(8): 2938-2947 (2021) - [c6]Lam Pham, Huy Phan, Alexander Schindler, Ross King, Alfred Mertins, Ian McLoughlin:
Inception-Based Network and Multi-Spectrogram Ensemble Applied To Predict Respiratory Anomalies and Lung Diseases. EMBC 2021: 253-256 - [c5]Lam Pham, Chris Baume, Qiuqiang Kong, Tassadaq Hussain, Wenwu Wang, Mark D. Plumbley:
An Audio-Based Deep Learning Framework For BBC Television Programme Classification. EUSIPCO 2021: 56-60 - [c4]Thi Ngoc Tho Nguyen, Ngoc Khanh Nguyen, Huy Phan, Lam Pham, Kenneth Ooi, Douglas L. Jones, Woon-Seng Gan:
A General Network Architecture for Sound Event Localization and Detection Using Transfer Learning and Recurrent Neural Network. ICASSP 2021: 935-939 - [c3]Anh Nguyen, Khoa Pham, Dat Ngo, Thanh Ngo, Lam Pham:
An Analysis of State-of-the-art Activation Functions For Supervised Deep Neural Network. ICSSE 2021: 215-220 - [i11]Lam Pham, Chris Baume, Qiuqiang Kong, Tassadaq Hussain, Wenwu Wang, Mark D. Plumbley:
An Audio-Based Deep Learning Framework ForBBC Television Programme Classification. CoRR abs/2104.01161 (2021) - [i10]Anh Nguyen, Khoa Pham, Dat Ngo, Thanh Ngo, Lam Pham:
An Analysis of State-of-the-art Activation Functions For Supervised Deep Neural Network. CoRR abs/2104.02523 (2021) - [i9]Lam Pham, Hieu Tang, Anahid N. Jalali, Alexander Schindler, Ross King:
A Low-Compexity Deep Learning Framework For Acoustic Scene Classification. CoRR abs/2106.06838 (2021) - [i8]Lam Pham, Alexander Schindler, Mina Schütz, Jasmin Lampert, Sven Schlarb, Ross King:
Deep Learning Frameworks Applied For Audio-Visual Scene Classification. CoRR abs/2106.06840 (2021) - [i7]Lam Pham:
Robust Deep Learning Frameworks for Acoustic Scene and Respiratory Sound Classification. CoRR abs/2107.09268 (2021) - [i6]Hoang Van Truong, Lam Pham:
A Cough-based deep learning framework for detecting COVID-19. CoRR abs/2110.03251 (2021) - [i5]Son Phan, Lam Pham:
An Annihilating Filter-Based DOA Estimation for Uniform Linear Array. CoRR abs/2110.06323 (2021) - [i4]Lam Pham, Dat Ngo, Phu X. Nguyen, Truong Van Hoang, Alexander Schindler:
An Audio-Visual Dataset and Deep Learning Frameworks for Crowded Scene Classification. CoRR abs/2112.09172 (2021) - 2020
- [c2]Huy Phan, Lam Pham, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins:
On Multitask Loss Function for Audio Event Detection and Localization. DCASE 2020: 160-164 - [c1]Tuan Nguyen, Dat Ngo, Lam Pham, Linh Tran, Trang Hoang:
A Re-trained Model Based On Multi-kernel Convolutional Neural Network for Acoustic Scene Classification. RIVF 2020: 1-5 - [i3]Lam Pham:
Predicting Respiratory Anomalies and Diseases Using Deep Learning Models. CoRR abs/2004.04072 (2020) - [i2]Dat Ngo, Hao Hoang, Anh Nguyen, Tien Ly, Lam Pham:
Sound Context Classification Basing on Join Learning Model and Multi-Spectrogram Features. CoRR abs/2005.12779 (2020) - [i1]Dat Ngo, Lam Pham, Anh Nguyen, Ben Phan, Khoa Tran, Truong Nguyen:
Deep Learning Framework Applied for Predicting Anomaly of Respiratory Sounds. CoRR abs/2012.13668 (2020)
Coauthor Index
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