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Dimitrios Dimitriadis
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2020 – today
- 2024
- [j10]Wang Lu
, Jindong Wang
Personalized Federated Learning With Adaptive Batchnorm for Healthcare. IEEE Trans. Big Data 10(6): 915-925 (2024) - [c56]Yavuz Faruk Bakman, Duygu Nur Yaldiz, Baturalp Buyukates, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr:
MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs. ACL (1) 2024: 7752-7767 - [c55]Xiaoyang Wang, Dimitrios Dimitriadis, Sanmi Koyejo, Shruti Tople:
Invariant Aggregator for Defending against Federated Backdoor Attacks. AISTATS 2024: 2728-2736 - [c54]Erum Mushtaq, Duygu Nur Yaldiz, Yavuz Faruk Bakman, Jie Ding
CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning. ECCV (80) 2024: 311-328 - [c53]Yavuz Faruk Bakman, Duygu Nur Yaldiz, Baturalp Buyukates, Salman Avestimehr, Chenyang Tao, Dimitrios Dimitriadis:
Predicting Uncertainty of Generative LLMs with MARS: Meaning-Aware Response Scoring. ISIT 2024: 2033-2037 - [i28]Yavuz Faruk Bakman, Duygu Nur Yaldiz, Baturalp Buyukates, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr:
MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs. CoRR abs/2402.11756 (2024) - [i27]Tiantian Feng, Dimitrios Dimitriadis, Shrikanth Narayanan:
Can Synthetic Audio From Generative Foundation Models Assist Audio Recognition and Speech Modeling? CoRR abs/2406.08800 (2024) - [i26]Duygu Nur Yaldiz, Yavuz Faruk Bakman, Baturalp Buyukates, Chenyang Tao, Anil Ramakrishna, Dimitrios Dimitriadis, Salman Avestimehr:
Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs. CoRR abs/2406.11278 (2024) - [i25]Erum Mushtaq, Duygu Nur Yaldiz, Yavuz Faruk Bakman, Jie Ding, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr:
CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning. CoRR abs/2407.12188 (2024) - 2023
- [j9]Alexandros Karargyris
Federated benchmarking of medical artificial intelligence with MedPerf. Nat. Mac. Intell. 5(7): 799-810 (2023) - [c52]Chen Dun, Mirian Hipolito Garcia, Chris Jermaine, Dimitrios Dimitriadis, Anastasios Kyrillidis:
Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout. AISTATS 2023: 6630-6660 - [c51]Andre Manoel, Mirian del Carmen Hipolito Garcia, Tal Baumel, Shize Su, Jialei Chen, Robert Sim, Dan Miller, Danny Karmon, Dimitrios Dimitriadis:
Federated Multilingual Models for Medical Transcript Analysis. CHIL 2023: 147-162 - [c50]Victoria Lin, Louis-Philippe Morency, Dimitrios Dimitriadis, Srinagesh Sharma:
Counterfactual Augmentation for Multimodal Learning Under Presentation Bias. EMNLP (Findings) 2023: 592-606 - [c49]Yae Jee Cho, Gauri Joshi, Dimitrios Dimitriadis:
Local or Global: Selective Knowledge Assimilation for Federated Learning with Limited Labels. ICCV 2023: 17041-17050 - [c48]Valentin Hartmann, Léo Meynent, Maxime Peyrard, Dimitrios Dimitriadis, Shruti Tople, Robert West:
Distribution Inference Risks: Identifying and Mitigating Sources of Leakage. SaTML 2023: 136-149 - [i24]Victoria Lin, Louis-Philippe Morency, Dimitrios Dimitriadis, Srinagesh Sharma:
Counterfactual Augmentation for Multimodal Learning Under Presentation Bias. CoRR abs/2305.14083 (2023) - [i23]Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Robert Sim, Anastasios Kyrillidis, Dimitrios Dimitriadis:
Fed-ZERO: Efficient Zero-shot Personalization with Federated Mixture of Experts. CoRR abs/2306.08586 (2023) - [i22]Yae Jee Cho, Gauri Joshi, Dimitrios Dimitriadis:
Local or Global: Selective Knowledge Assimilation for Federated Learning with Limited Labels. CoRR abs/2307.08809 (2023) - 2022
- [b1]Dimitrios Dimitriadis:
Machine learning and natural language processing techniques for question answering. Aristotle University Of Thessaloniki, Greece, 2022 - [j8]Tae Jin Park
A review of speaker diarization: Recent advances with deep learning. Comput. Speech Lang. 72: 101317 (2022) - [c47]Yae Jee Cho, Andre Manoel, Gauri Joshi, Robert Sim, Dimitrios Dimitriadis:
Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning. IJCAI 2022: 2881-2887 - [c46]Fatemehsadat Mireshghallah, Vaishnavi Shrivastava, Milad Shokouhi, Taylor Berg-Kirkpatrick, Robert Sim, Dimitrios Dimitriadis:
UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis. NAACL-HLT 2022: 3449-3456 - [i21]Dimitrios Dimitriadis, Mirian Hipolito Garcia, Daniel Madrigal Diaz, Andre Manoel, Robert Sim:
FLUTE: A Scalable, Extensible Framework for High-Performance Federated Learning Simulations. CoRR abs/2203.13789 (2022) - [i20]Yae Jee Cho, Andre Manoel, Gauri Joshi, Robert Sim, Dimitrios Dimitriadis:
Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning. CoRR abs/2204.12703 (2022) - [i19]Valentin Hartmann, Léo Meynent, Maxime Peyrard, Dimitrios Dimitriadis, Shruti Tople, Robert West:
Distribution inference risks: Identifying and mitigating sources of leakage. CoRR abs/2209.08541 (2022) - [i18]Xiaoyang Wang, Dimitrios Dimitriadis, Sanmi Koyejo, Shruti Tople:
Invariant Aggregator for Defending Federated Backdoor Attacks. CoRR abs/2210.01834 (2022) - [i17]Chen Dun, Mirian Hipolito Garcia, Chris Jermaine, Dimitrios Dimitriadis, Anastasios Kyrillidis:
Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout. CoRR abs/2210.16105 (2022) - [i16]Andre Manoel, Mirian Hipolito Garcia, Tal Baumel, Shize Su, Jialei Chen, Dan Miller, Danny Karmon, Robert Sim, Dimitrios Dimitriadis:
Federated Multilingual Models for Medical Transcript Analysis. CoRR abs/2211.09722 (2022) - 2021
- [c45]Jeremy Heng Meng Wong, Dimitrios Dimitriadis, Ken'ichi Kumatani, Yashesh Gaur, George Polovets, Partha Parthasarathy, Eric Sun, Jinyu Li
Ensemble Combination between Different Time Segmentations. ICASSP 2021: 6768-6772 - [c44]Sefik Emre Eskimez, Dimitrios Dimitriadis, Ken'ichi Kumatani, Robert Gmyr:
One-Shot Voice Conversion with Speaker-Agnostic StarGAN. Interspeech 2021: 1334-1338 - [i15]Tae Jin Park, Naoyuki Kanda, Dimitrios Dimitriadis, Kyu Jeong Han, Shinji Watanabe, Shrikanth Narayanan:
A Review of Speaker Diarization: Recent Advances with Deep Learning. CoRR abs/2101.09624 (2021) - [i14]Dimitrios Dimitriadis, Ken'ichi Kumatani, Robert Gmyr, Yashesh Gaur, Sefik Emre Eskimez:
Dynamic Gradient Aggregation for Federated Domain Adaptation. CoRR abs/2106.07578 (2021) - [i13]Fatemehsadat Mireshghallah, Vaishnavi Shrivastava, Milad Shokouhi, Taylor Berg-Kirkpatrick, Robert Sim, Dimitrios Dimitriadis:
UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis. CoRR abs/2110.00135 (2021) - [i12]Tae Jin Park, Ken'ichi Kumatani, Dimitrios Dimitriadis:
Tackling Dynamics in Federated Incremental Learning with Variational Embedding Rehearsal. CoRR abs/2110.09695 (2021) - [i11]Ken'ichi Kumatani, Dimitrios Dimitriadis, Yashesh Gaur, Robert Gmyr, Sefik Emre Eskimez, Jinyu Li, Michael Zeng:
Sequence-level self-learning with multiple hypotheses. CoRR abs/2112.05826 (2021) - 2020
- [j7]Dimitrios Dimitriadis
An empirical analysis of the dynamic interactions among ethanol, crude oil and corn prices in the US market. Ann. Oper. Res. 294(1): 47-57 (2020) - [c43]Nikolaos Flemotomos
A Memory Augmented Architecture for Continuous Speaker Identification in Meetings. ICASSP 2020: 6524-6528 - [c42]Dave Makhervaks, William Hinthorn, Dimitrios Dimitriadis, Andreas Stolcke:
Combining Acoustics, Content and Interaction Features to Find Hot Spots in Meetings. ICASSP 2020: 8054-8058 - [c41]Dimitrios Dimitriadis, Ken'ichi Kumatani, Robert Gmyr, Yashesh Gaur, Sefik Emre Eskimez:
A Federated Approach in Training Acoustic Models. INTERSPEECH 2020: 981-985 - [c40]Sefik Emre Eskimez
GAN-Based Data Generation for Speech Emotion Recognition. INTERSPEECH 2020: 3446-3450 - [c39]Ken'ichi Kumatani, Dimitrios Dimitriadis, Yashesh Gaur, Robert Gmyr, Sefik Emre Eskimez, Jinyu Li
Sequence-Level Self-Learning with Multiple Hypotheses. INTERSPEECH 2020: 3775-3779 - [i10]Dimitrios Dimitriadis, Ken'ichi Kumatani, Robert Gmyr, Yashesh Gaur, Sefik Emre Eskimez:
Federated Transfer Learning with Dynamic Gradient Aggregation. CoRR abs/2008.02452 (2020)
2010 – 2019
- 2019
- [c38]Takuya Yoshioka, Yan Huang, Aviv Hurvitz, Li Jiang, Sharon Koubi, Eyal Krupka, Ido Leichter, Changliang Liu, Partha Parthasarathy, Alon Vinnikov, Lingfeng Wu, Igor Abramovski, Xiong Xiao, Wayne Xiong, Huaming Wang, Zhenghao Wang, Jun Zhang, Yong Zhao, Tianyan Zhou, Cem Aksoylar, Zhuo Chen, Moshe David, Dimitrios Dimitriadis, Yifan Gong, Ilya Gurvich, Xuedong Huang:
Advances in Online Audio-Visual Meeting Transcription. ASRU 2019: 276-283 - [c37]Xiong Xiao, Zhuo Chen, Takuya Yoshioka, Hakan Erdogan, Changliang Liu, Dimitrios Dimitriadis, Jasha Droppo
Single-channel Speech Extraction Using Speaker Inventory and Attention Network. ICASSP 2019: 86-90 - [c36]Bryan Li, Dimitrios Dimitriadis, Andreas Stolcke:
Acoustic and Lexical Sentiment Analysis for Customer Service Calls. ICASSP 2019: 5876-5880 - [c35]Takuya Yoshioka, Zhuo Chen, Changliang Liu, Xiong Xiao, Hakan Erdogan, Dimitrios Dimitriadis:
Low-latency Speaker-independent Continuous Speech Separation. ICASSP 2019: 6980-6984 - [c34]Takuya Yoshioka, Dimitrios Dimitriadis, Andreas Stolcke, William Hinthorn, Zhuo Chen, Michael Zeng, Xuedong Huang:
Meeting Transcription Using Asynchronous Distant Microphones. INTERSPEECH 2019: 2968-2972 - [i9]Takuya Yoshioka, Zhuo Chen, Changliang Liu, Xiong Xiao, Hakan Erdogan, Dimitrios Dimitriadis:
Low-Latency Speaker-Independent Continuous Speech Separation. CoRR abs/1904.06478 (2019) - [i8]Takuya Yoshioka, Zhuo Chen, Dimitrios Dimitriadis, William Hinthorn, Xuedong Huang, Andreas Stolcke, Michael Zeng:
Meeting Transcription Using Virtual Microphone Arrays. CoRR abs/1905.02545 (2019) - [i7]Dimitrios Dimitriadis:
Enhancements for Audio-only Diarization Systems. CoRR abs/1909.00082 (2019) - [i6]Dave Makhervaks, William Hinthorn, Dimitrios Dimitriadis, Andreas Stolcke:
Combining Acoustics, Content and Interaction Features to Find Hot Spots in Meetings. CoRR abs/1910.10869 (2019) - [i5]Takuya Yoshioka, Igor Abramovski, Cem Aksoylar, Zhuo Chen, Moshe David, Dimitrios Dimitriadis, Yifan Gong, Ilya Gurvich, Xuedong Huang, Yan Huang, Aviv Hurvitz, Li Jiang, Sharon Koubi, Eyal Krupka, Ido Leichter, Changliang Liu, Partha Parthasarathy, Alon Vinnikov, Lingfeng Wu, Xiong Xiao, Wayne Xiong, Huaming Wang, Zhenghao Wang, Jun Zhang, Yong Zhao, Tianyan Zhou:
Advances in Online Audio-Visual Meeting Transcription. CoRR abs/1912.04979 (2019) - 2018
- [c33]Zakaria Aldeneh, Dimitrios Dimitriadis, Emily Mower Provost
Improving End-of-Turn Detection in Spoken Dialogues by Detecting Speaker Intentions as a Secondary Task. ICASSP 2018: 6159-6163 - [i4]Zakaria Aldeneh, Dimitrios Dimitriadis, Emily Mower Provost:
Improving End-of-turn Detection in Spoken Dialogues by Detecting Speaker Intentions as a Secondary Task. CoRR abs/1805.06511 (2018) - 2017
- [c32]Kenneth Church
Speaker diarization: A perspective on challenges and opportunities from theory to practice. ICASSP 2017: 4950-4954 - [c31]Zakaria Aldeneh, Soheil Khorram, Dimitrios Dimitriadis, Emily Mower Provost
Pooling acoustic and lexical features for the prediction of valence. ICMI 2017: 68-72 - [c30]George Saon
English Conversational Telephone Speech Recognition by Humans and Machines. INTERSPEECH 2017: 132-136 - [c29]John Gideon, Soheil Khorram, Zakaria Aldeneh, Dimitrios Dimitriadis, Emily Mower Provost
Progressive Neural Networks for Transfer Learning in Emotion Recognition. INTERSPEECH 2017: 1098-1102 - [c28]Soheil Khorram, Zakaria Aldeneh, Dimitrios Dimitriadis, Melvin G. McInnis, Emily Mower Provost
Capturing Long-Term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition. INTERSPEECH 2017: 1253-1257 - [c27]Dimitrios Dimitriadis, Petr Fousek:
Developing On-Line Speaker Diarization System. INTERSPEECH 2017: 2739-2743 - [i3]George Saon, Gakuto Kurata, Tom Sercu, Kartik Audhkhasi, Samuel Thomas, Dimitrios Dimitriadis, Xiaodong Cui, Bhuvana Ramabhadran, Michael Picheny, Lynn-Li Lim, Bergul Roomi, Phil Hall:
English Conversational Telephone Speech Recognition by Humans and Machines. CoRR abs/1703.02136 (2017) - [i2]John Gideon, Soheil Khorram, Zakaria Aldeneh, Dimitrios Dimitriadis, Emily Mower Provost:
Progressive Neural Networks for Transfer Learning in Emotion Recognition. CoRR abs/1706.03256 (2017) - [i1]Soheil Khorram, Zakaria Aldeneh, Dimitrios Dimitriadis, Melvin G. McInnis, Emily Mower Provost:
Capturing Long-term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition. CoRR abs/1708.07050 (2017) - 2016
- [c26]David Haws, Dimitrios Dimitriadis, George Saon
On the importance of event detection for ASR. ICASSP 2016: 5705-5709 - [c25]Colin Vaz, Dimitrios Dimitriadis, Samuel Thomas, Shrikanth S. Narayanan:
CNMF-based acoustic features for noise-robust ASR. ICASSP 2016: 5735-5739 - [c24]Dimitrios Dimitriadis, Samuel Thomas, Sriram Ganapathy:
An Investigation on the Use of i-Vectors for Robust ASR. INTERSPEECH 2016: 3828-3832 - 2015
- [j6]Dimitrios Dimitriadis, Enrico Bocchieri:
Use of Micro-Modulation Features in Large Vocabulary Continuous Speech Recognition Tasks. IEEE ACM Trans. Audio Speech Lang. Process. 23(8): 1348-1357 (2015) - [c23]Sriram Ganapathy, Samuel Thomas, Dimitrios Dimitriadis, Steven J. Rennie:
Investigating factor analysis features for deep neural networks in noisy speech recognition. INTERSPEECH 2015: 1898-1902 - 2014
- [c22]Yannis Papanikolaou, Dimitrios Dimitriadis, Grigorios Tsoumakas, Manos Laliotis, Nikos Markantonatos, Ioannis P. Vlahavas:
Ensemble Approaches for Large-Scale Multi-Label Classification and Question Answering in Biomedicine. CLEF (Working Notes) 2014: 1348-1360 - [c21]Theodora Chaspari, Dimitrios Dimitriadis, Petros Maragos:
Emotion classification of speech using modulation features. EUSIPCO 2014: 1552-1556 - [c20]Colin Vaz, Dimitrios Dimitriadis, Shrikanth S. Narayanan:
Enhancing audio source separability using spectro-temporal regularization with NMF. INTERSPEECH 2014: 855-859 - 2013
- [c19]Enrico Bocchieri, Dimitrios Dimitriadis:
Investigating deep neural network based transforms of robust audio features for LVCSR. ICASSP 2013: 6709-6713 - [c18]Pirros Tsiakoulis, Alexandros Potamianos, Dimitrios Dimitriadis:
Instantaneous frequency and bandwidth estimation using filterbank arrays. ICASSP 2013: 8032-8036 - [c17]Matt Burlick, Dimitrios Dimitriadis, Eric Zavesky:
On the improvement of multimodal voice activity detection. INTERSPEECH 2013: 685-689 - [c16]Taniya Mishra, Dimitrios Dimitriadis:
Incremental emotion recognition. INTERSPEECH 2013: 2876-2880 - [c15]Gang Liu, Dimitrios Dimitriadis, Enrico Bocchieri:
Robust speech enhancement techniques for ASR in non-stationary noise and dynamic environments. INTERSPEECH 2013: 3017-3021 - 2012
- [c14]Christos Georgakis
Dominant spatio-temporal modulations and energy tracking in videos: Application to interest point detection for action recognition. ICIP 2012: 741-744 - 2011
- [j5]Dimitrios Dimitriadis, Petros Maragos, Alexandros Potamianos:
On the Effects of Filterbank Design and Energy Computation on Robust Speech Recognition. IEEE Trans. Speech Audio Process. 19(6): 1504-1516 (2011) - [c13]Dimitrios Dimitriadis, Enrico Bocchieri, Diamantino Caseiro:
An alternative front-end for the AT&T WATSON LV-CSR system. ICASSP 2011: 4488-4491 - [c12]Enrico Bocchieri, Diamantino Caseiro, Dimitrios Dimitriadis:
Speech recognition modeling advances for mobile voice search. ICASSP 2011: 4888-4891 - [c11]Sumit Chopra, Patrick Haffner, Dimitrios Dimitriadis:
Combining Frame and Segment Level Processing via Temporal Pooling for Phonetic Classification. INTERSPEECH 2011: 233236 - 2010
- [j4]Pirros Tsiakoulis, Alexandros Potamianos, Dimitrios Dimitriadis:
Spectral Moment Features Augmented by Low Order Cepstral Coefficients for Robust ASR. IEEE Signal Process. Lett. 17(6): 551-554 (2010)
2000 – 2009
- 2009
- [j3]Dimitrios Dimitriadis, Alexandros Potamianos, Petros Maragos:
A comparison of the squared energy and Teager-Kaiser operators for short-term energy estimation in additive noise. IEEE Trans. Signal Process. 57(7): 2569-2581 (2009) - [c10]Pirros Tsiakoulis, Alexandros Potamianos, Dimitrios Dimitriadis:
Short-time instantaneous frequency and bandwidth features for speech recognition. ASRU 2009: 103-106 - [c9]Dimitrios Dimitriadis, A. Metallinou, Ioannis Konstantinou, Georgios I. Goumas, Petros Maragos, Nectarios Koziris:
GridNews: A distributed automatic Greek broadcast transcription system. ICASSP 2009: 1917-1920 - 2007
- [c8]Dimitrios Dimitriadis, Petros Maragos, Stamatios Lefkimmiatis:
Multiband, multisensor robust features for noisy speech recognition. INTERSPEECH 2007: 246-249 - [c7]Dimitrios Dimitriadis, José C. Segura, Luz García, Alexandros Potamianos, Petros Maragos, Vassilis Pitsikalis:
Advanced front-end for robust speech recognition in extremely adverse environments. INTERSPEECH 2007: 2425-2428 - 2006
- [j2]Dimitrios Dimitriadis, Petros Maragos:
Continuous energy demodulation methods and application to speech analysis. Speech Commun. 48(7): 819-837 (2006) - [c6]Stamatios Lefkimmiatis, Dimitrios Dimitriadis, Petros Maragos:
An optimum microphone array post-filter for speech applications. INTERSPEECH 2006 - 2005
- [j1]Dimitrios Dimitriadis, Petros Maragos, Alexandros Potamianos:
Robust AM-FM Features for Speech Recognition. IEEE Signal Process. Lett. 12(9): 621-624 (2005) - [c5]Dimitrios Dimitriadis, Petros Maragos, Alexandros Potamianos:
Auditory Teager energy cepstrum coefficients for robust speech recognition. INTERSPEECH 2005: 3013-3016 - 2003
- [c4]Dimitrios Dimitriadis, Petros Maragos:
Robust energy demodulation based on continuous models with application to speech recognition. INTERSPEECH 2003: 2853-2856 - [c3]Dimitrios Dimitriadis, Petros Maragos:
Continuous-time models for AM-FM signal demodulation and their application to speech recognition. NOLISP 2003: 25 - 2002
- [c2]Dimitrios Dimitriadis, Petros Maragos, Alexandros Potamianos:
Modulation features for speech recognition. ICASSP 2002: 377-380 - 2001
- [c1]Dimitrios Dimitriadis, Petros Maragos:
An improved energy demodulation algorithm using splines. ICASSP 2001: 3481-3484
Coauthor Index
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