Ekapol Chuangsuwanich

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 71

Top Venues

Massachusetts Institute of Technology, Cambridge, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, USA

PHD

Publications

Danupat Khamnuansin, Tawunrat Chalothorn, Ekapol Chuangsuwanich
MrRank: Improving Question Answering Retrieval System through Multi-Result Ranking Model. CoRR (2024)
Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Ekapol Chuangsuwanich, Sarana Nutanong
Space Decomposition for Sentence Embedding. ACL (Findings) (2024)
Wannaphong Phatthiyaphaibun, Surapon Nonesung, Patomporn Payoungkhamdee, Peerat Limkonchotiwat, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong
WangchanLion and WangchanX MRC Eval. CoRR (2024)
Napat Laosaengpha, Thanit Tativannarat, Chawan Piansaddhayanon, Attapol Rutherford, Ekapol Chuangsuwanich
Learning Job Title Representation from Job Description Aggregation Network. CoRR (2024)
Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Ekapol Chuangsuwanich, Sarana Nutanong
Space Decomposition for Sentence Embedding. CoRR (2024)
Tagon Sompong, Chawan Piansaddhayanon, Ekapol Chuangsuwanich
Attribute-Aware Amplification of Facial Feature Sequences for Facial Emotion Recognition. ICASSP (2024)
Danupat Khamnuansin, Tawunrat Chalothorn, Ekapol Chuangsuwanich
MrRank: Improving Question Answering Retrieval System through Multi-Result Ranking Model. ACL (Findings) (2024)
Thanapat Trachu, Chawan Piansaddhayanon, Ekapol Chuangsuwanich
Thunder : Unified Regression-Diffusion Speech Enhancement with a Single Reverse Step using Brownian Bridge. CoRR (2024)
Napat Laosaengpha, Thanit Tativannarat, Chawan Piansaddhayanon, Attapol Rutherford, Ekapol Chuangsuwanich
Learning Job Title Representation from Job Description Aggregation Network. ACL (Findings) (2024)
Sitiporn Sae Lim, Can Udomcharoenchaikit, Peerat Limkonchotiwat, Ekapol Chuangsuwanich, Sarana Nutanong
Identifying and Mitigating Annotation Bias in Natural Language Understanding using Causal Mediation Analysis. ACL (Findings) (2024)
Thanathai Lertpetchpun, Ekapol Chuangsuwanich
Instance-based Temporal Normalization for Speaker Verification. INTERSPEECH (2023)
Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Lalita Lowphansirikul, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong
An Efficient Self-Supervised Cross-View Training For Sentence Embedding. CoRR (2023)
Artit Suwanbandit, Jaturong Chitiyaphol, Sutthinan Chuenchom, Kanyarat Kwiecien, Husen Sawal, Ruslan Uthai, Orathai Sangpetch, Ekapol Chuangsuwanich
Thai-Dialect: Low Resource Thai Dialectal Speech to Text Corpora. ASRU (2023)
Burin Naowarat, Chawan Piansaddhayanon, Ekapol Chuangsuwanich
Context Conditioning via Surrounding Predictions for Non-Recurrent CTC Models. IEEE Access 11 (2023)
Pitchaporn Rewatbowornwong, Nattanat Chatthee, Ekapol Chuangsuwanich, Supasorn Suwajanakorn
Zero-guidance Segmentation Using Zero Segment Labels. ICCV (2023)
Pitchaporn Rewatbowornwong, Nattanat Chatthee, Ekapol Chuangsuwanich, Supasorn Suwajanakorn
Zero-guidance Segmentation Using Zero Segment Labels. CoRR (2023)
Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Lalita Lowphansirikul, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong
An Efficient Self-Supervised Cross-View Training For Sentence Embedding. Trans. Assoc. Comput. Linguistics 11 (2023)
Panuthep Tasawong, Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong
Typo-Robust Representation Learning for Dense Retrieval. ACL (2) (2023)
Nut Pinyo, Panya Lokaphadhana, Pipat Saengow, Saenyakorn Siangsanoh, Thanapoom Wonnaparhown, Ekapol Chuangsuwanich, Proadpran Punyabukkana, Atiwong Suchato
0.01 Cent per Second: Developing a Cloud-based Cost-effective Audio Transcription System for an Online Video Learning Platform. JCSSE (2023)
Chawan Piansaddhayanaon, Sakun Santisukwongchote, Shanop Shuangshoti, Qingyi Tao, Sira Sriswasdi, Ekapol Chuangsuwanich
ReCasNet: Improving consistency within the two-stage mitosis detection framework. Artif. Intell. Medicine 135 (2023)
Pannawit Athipatcharawat, Dhata Muangrux, Ekapol Chuangsuwanich, Pittipol Kantavat
Article Feed Recommendation System for Thai Social Media Application Using Article Context Based on Deep Learning. IAIT (2023)
Wannaphong Phatthiyaphaibun, Chompakorn Chaksangchaichot, Thanawin Rakthanmanon, Ekapol Chuangsuwanich, Sarana Nutanong
Crowdsourced Data Validation for ASR Training. INTERSPEECH (2023)
Pasit Jakkrawankul, Chaipat Chunharas, Wasan Akarathanawat, Pongpat Vorasayan, Sedthapong Chunamchai, Ploy N. Pratanwanich, Proadpran Punyabukkana, Ekapol Chuangsuwanich
Risk Prediction of Cardioembolic Stroke using Clinical Data and Non-contrast CT. SSP (2023)
Idhibhat Pankam, Peerat Limkonchotiwat, Ekapol Chuangsuwanich
Two-stage Thai Misspelling Correction based on Pre-trained Language Models. JCSSE (2023)
Thaweesak Chusri, Sadanan Arsaibun, Peerapat Chokesuwattanaskul, Ekapol Chuangsuwanich, Attapol T. Rutherford
Few-Shot Law Retrieval System for Supreme Court Cases. JCSSE (2023)
Panuthep Tasawong, Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong
Typo-Robust Representation Learning for Dense Retrieval. CoRR (2023)
Natthanan Ruengchaijatuporn, Parin Kittipongdaja, Tagon Sompong, Pasit Jakkrawankul, Pattama Torvorapanit, Napaporn Chantasrisawad, Wariya Chintanapakdee, Thanisa Tongbai, Aisawan Petchlorlian, Wiroon Sriborrirux, Chaipat Chunharas, Opass Putcharoen, Ekapol Chuangsuwanich, Sira Sriswasdi
AI-assisted monitoring of COVID-19 community isolation in Thailand. SSP (2023)
Nuttapol Kamolkunasiri, Proadpran Punyabukkana, Ekapol Chuangsuwanich
A Comparative Study on Out of Scope Detection for Chest X-ray Images. JCSSE (2023)
Artit Suwanbandit, Burin Naowarat, Orathai Sangpetch, Ekapol Chuangsuwanich
Thai Dialect Corpus and Transfer-based Curriculum Learning Investigation for Dialect Automatic Speech Recognition. INTERSPEECH (2023)
Krit Gangwanpongpun, Ekapol Chuangsuwanich, Proadpran Punyabukkana
Analysis of the Trade-Off in Data Quality Management for Crowdsourcing. JCSSE (2023)
Burin Naowarat, Thananchai Kongthaworn, Ekapol Chuangsuwanich
Word-level Confidence Estimation for CTC Models. INTERSPEECH (2023)
Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong
CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question Answering. NAACL-HLT (Findings) (2022)
Wannaphong Phatthiyaphaibun, Chompakorn Chaksangchaichot, Peerat Limkonchotiwat, Ekapol Chuangsuwanich, Sarana Nutanong
Thai Wav2Vec2.0 with CommonVoice V8. CoRR (2022)
Chawan Piansaddhayanon, Sakun Santisukwongchote, Shanop Shuangshoti, Qingyi Tao, Sira Sriswasdi, Ekapol Chuangsuwanich
ReCasNet: Improving consistency within the two-stage mitosis detection framework. CoRR (2022)
Wasunan Chokchaithanakul, Proadpran Punyabukkana, Ekapol Chuangsuwanich
Adaptive Image Preprocessing and Augmentation for Tuberculosis Screening on Out-of-Domain Chest X-Ray Dataset. IEEE Access 10 (2022)
Patawee Prakrankamanant, Ekapol Chuangsuwanich
Tokenization-based data augmentation for text classification. JCSSE (2022)
Can Udomcharoenchaikit, Wuttikorn Ponwitayarat, Patomporn Payoungkhamdee, Kanruethai Masuk, Weerayut Buaphet, Ekapol Chuangsuwanich, Sarana Nutanong
Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual Inference. EMNLP (2022)
Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Lalita Lowphansirikul, Ekapol Chuangsuwanich, Sarana Nutanong
ConGen: Unsupervised Control and Generalization Distillation For Sentence Representation. EMNLP (Findings) (2022)
Konpat Preechakul, Chawan Piansaddhayanon, Burin Naowarat, Tirasan Khandhawit, Sira Sriswasdi, Ekapol Chuangsuwanich
Set Prediction in the Latent Space. NeurIPS (2021)
Thananchai Kongthaworn, Burin Naowarat, Ekapol Chuangsuwanich
Spectral and Latent Speech Representation Distortion for TTS Evaluation. Interspeech (2021)
Gan Srirutchataboon, Saranpat Prasertthum, Ekapol Chuangsuwanich, Ploy N. Pratanwanich, Chotirat Ratanamahatana
Stacking Ensemble Learning for Housing Price Prediction: a Case Study in Thailand. KST (2021)
Charin Polpanumas, Peerat Limkonchotiwat, Benyapa Matupumanon, Chompakorn Chaksangchaichot, Natkrita Chumlek, Nattakarn Phaphoom, Pakin Siwatammarat, Pined Laohapiengsak, Sukrit Amornpornwiwat, Witchapong Daroontham, Ekapol Chuangsuwanich, Kowin Kulruchakorn, Sarana Nutanong, Titipat Achakulvisut
AI Builders: Teaching Thai Students to Build End-to-End Machine Learning Projects Online. TALE (2021)
Burin Naowarat, Thananchai Kongthaworn, Korrawe Karunratanakul, Sheng Hui Wu, Ekapol Chuangsuwanich
Reducing Spelling Inconsistencies in Code-Switching ASR Using Contextualized CTC Loss. ICASSP (2021)
Nannapas Banluesombatkul, Pichayoot Ouppaphan, Pitshaporn Leelaarporn, Payongkit Lakhan, Busarakum Chaitusaney, Nattapong Jaimchariyatam, Ekapol Chuangsuwanich, Wei Chen, Huy Phan, Nat Dilokthanakul, Theerawit Wilaiprasitporn
MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-Signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning. IEEE J. Biomed. Health Informatics 25 (6) (2021)
Kankawee Chanasit, Ekapol Chuangsuwanich, Atiwong Suchato, Proadpran Punyabukkana
A Real Estate Valuation Model Using Boosted Feature Selection. IEEE Access 9 (2021)
Peerat Limkonchotiwat, Wannaphong Phatthiyaphaibun, Raheem Sarwar, Ekapol Chuangsuwanich, Sarana Nutanong
Handling Cross- and Out-of-Domain Samples in Thai Word Segmentation. ACL/IJCNLP (Findings) (2021)
Nattapol Trijakwanich, Peerat Limkonchotiwat, Raheem Sarwar, Wannaphong Phatthiyaphaibun, Ekapol Chuangsuwanich, Sarana Nutanong
Robust Fragment-Based Framework for Cross-lingual Sentence Retrieval. EMNLP (Findings) (2021)
Jirut Polohakul, Ekapol Chuangsuwanich, Atiwong Suchato, Proadpran Punyabukkana
Real Estate Recommendation Approach for Solving the Item Cold-Start Problem. IEEE Access 9 (2021)
Anuruth Lertpiya, Tawunrat Chalothorn, Ekapol Chuangsuwanich
Thai Spelling Correction and Word Normalization on Social Text Using a Two-Stage Pipeline With Neural Contextual Attention. IEEE Access 8 (2020)
Parichat Chonwiharnphan, Pipop Thienprapasith, Ekapol Chuangsuwanich
Generating Realistic Users Using Generative Adversarial Network With Recommendation-Based Embedding. IEEE Access 8 (2020)
Raheem Sarwar, Norawit Urailertprasert, Nattapol Vannaboot, Chenyun Yu, Thanawin Rakthanmanon, Ekapol Chuangsuwanich, Sarana Nutanong
CAG: Stylometric Authorship Attribution of Multi-Author Documents Using a Co-Authorship Graph. IEEE Access 8 (2020)
Theerawit Wilaiprasitporn, Apiwat Ditthapron, Karis Matchaparn, Tanaboon Tongbuasirilai, Nannapas Banluesombatkul, Ekapol Chuangsuwanich
Affective EEG-Based Person Identification Using the Deep Learning Approach. IEEE Trans. Cogn. Dev. Syst. 12 (3) (2020)
Phakawat Wangkriangkri, Chanissara Viboonlarp, Attapol T. Rutherford, Ekapol Chuangsuwanich
A Comparative Study of Pretrained Language Models for Automated Essay Scoring with Adversarial Inputs. TENCON (2020)
Peerat Limkonchotiwat, Wannaphong Phatthiyaphaibun, Raheem Sarwar, Ekapol Chuangsuwanich, Sarana Nutanong
Domain Adaptation of Thai Word Segmentation Models using Stacked Ensemble. EMNLP (1) (2020)
Nannapas Banluesombatkul, Pichayoot Ouppaphan, Pitshaporn Leelaarporn, Payongkit Lakhan, Busarakum Chaitusaney, Nattapong Jaimchariyatam, Ekapol Chuangsuwanich, Nat Dilokthanakul, Theerawit Wilaiprasitporn
MetaSleepLearner: Fast Adaptation of Bio-signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning. CoRR (2020)
Burin Naowarat, Thananchai Kongthaworn, Korrawe Karunratanakul, Sheng Hui Wu, Ekapol Chuangsuwanich
Reducing Spelling Inconsistencies in Code-Switching ASR using Contextualized CTC Loss. CoRR (2020)
Konpat Preechakul, Sira Sriswasdi, Boonserm Kijsirikul, Ekapol Chuangsuwanich
High resolution weakly supervised localization architectures for medical images. CoRR (2020)
Terapap Apiparakoon, Nutthaphol Rakratchatakul, Maythinee Chantadisai, Usanee Vutrapongwatana, Kanaungnit Kingpetch, Sasitorn Sirisalipoch, Yothin Rakvongthai, Tawatchai Chaiwatanarat, Ekapol Chuangsuwanich
MaligNet: Semisupervised Learning for Bone Lesion Instance Segmentation Using Bone Scintigraphy. IEEE Access 8 (2020)
Chanatip Saetia, Ekapol Chuangsuwanich, Tawunrat Chalothorn, Peerapon Vateekul
Semi-supervised Thai Sentence Segmentation Using Local and Distant Word Representations. CoRR (2019)
Apiwat Ditthapron, Nannapas Banluesombatkul, Sombat Ketrat, Ekapol Chuangsuwanich, Theerawit Wilaiprasitporn
Universal Joint Feature Extraction for P300 EEG Classification Using Multi-Task Autoencoder. IEEE Access 7 (2019)
Poomarin Phloyphisut, Natapol Pornputtapong, Sira Sriswasdi, Ekapol Chuangsuwanich
MHCSeqNet: a deep neural network model for universal MHC binding prediction. BMC Bioinform. 20 (1) (2019)
Theerasarn Pianpanit, Sermkiat Lolak, Phattarapong Sawangjai, Apiwat Ditthapron, Sanparith Marukatat, Ekapol Chuangsuwanich, Theerawit Wilaiprasitporn
A comparative study for interpreting deep learning prediction of the Parkinson's disease diagnosis from SPECT imaging. CoRR (2019)
Patcharin Cheng, Phairot Autthasan, Boriwat Pijarana, Ekapol Chuangsuwanich, Theerawit Wilaiprasitporn
Towards Asynchronous Motor Imagery-Based Brain-Computer Interfaces: a joint training scheme using deep learning. CoRR (2018)
Patcharin Cheng, Phairot Autthasan, Boriwat Pijarana, Ekapol Chuangsuwanich, Theerawit Wilaiprasitporn
Towards Asynchronous Motor Imagery-Based Brain-Computer Interfaces: a joint training scheme using deep learning. TENCON (2018)
Itthi Chatnuntawech, Kittipong Tantisantisom, Paisan Khanchaitit, Thitikorn Boonkoom, Berkin Bilgic, Ekapol Chuangsuwanich
Rice Classification Using Spatio-Spectral Deep Convolutional Neural Network. CoRR (2018)
Panida Wiriyachaiporn, Kankawee Chanasit, Atiwong Suchato, Proadpran Punyabukkana, Ekapol Chuangsuwanich
Algorithmic Music Composition Comparison. JCSSE (2018)
Theerawit Wilaiprasitporn, Apiwat Ditthapron, Karis Matchaparn, Tanaboon Tongbuasirilai, Nannapas Banluesombatkul, Ekapol Chuangsuwanich
Affective EEG-Based Person Identification Using the Deep Learning Approach. CoRR (2018)
Yu Zhang, Ekapol Chuangsuwanich, James R. Glass, Dong Yu
Prediction-adaptation-correction recurrent neural networks for low-resource language speech recognition. ICASSP (2016)
Ekapol Chuangsuwanich, Yu Zhang, James R. Glass
Multilingual data selection for training stacked bottleneck features. ICASSP (2016)
Matthew R. Walter, Matthew E. Antone, Ekapol Chuangsuwanich, Andrew Correa, Randall Davis, Luke Fletcher, Emilio Frazzoli, Yuli Friedman, James R. Glass, Jonathan P. How, Jeong hwan Jeon, Sertac Karaman, Brandon Luders, Nicholas Roy, Stefanie Tellex, Seth J. Teller
A Situationally Aware Voice-commandable Robotic Forklift Working Alongside People in Unstructured Outdoor Environments. J. Field Robotics 32 (4) (2015)
Yu Zhang, Ekapol Chuangsuwanich, James R. Glass, Dong Yu
Prediction-Adaptation-Correction Recurrent Neural Networks for Low-Resource Language Speech Recognition. CoRR (2015)
Anne Cutler, Yu Zhang, Ekapol Chuangsuwanich, James R. Glass
Language ID-based training of multilingual stacked bottleneck features. INTERSPEECH (2014)
Hung-yi Lee, Yu Zhang, Ekapol Chuangsuwanich, James R. Glass
Graph-based re-ranking using acoustic feature similarity between search results for spoken term detection on low-resource languages. INTERSPEECH (2014)
Yu Zhang, Ekapol Chuangsuwanich, James R. Glass
Extracting deep neural network bottleneck features using low-rank matrix factorization. ICASSP (2014)
Ekapol Chuangsuwanich, Shinji Watanabe, Takaaki Hori, Tomoharu Iwata, James R. Glass
Handling uncertain observations in unsupervised topic-mixture language model adaptation. ICASSP (2012)
Stephen Shum, Najim Dehak, Ekapol Chuangsuwanich, Douglas A. Reynolds, James R. Glass
Exploiting Intra-Conversation Variability for Speaker Diarization. INTERSPEECH (2011)
Ekapol Chuangsuwanich, James R. Glass
Robust Voice Activity Detector for Real World Applications Using Harmonicity and Modulation Frequency. INTERSPEECH (2011)
Ekapol Chuangsuwanich, D. Scott Cyphers, James R. Glass, Seth J. Teller
Spoken command of large mobile robots in outdoor environments. SLT (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ekapol Chuangsuwanich