A Bayesian approach to speaker normalization using vowel formant frequency. - Dhananjay Ram; Debasis Kundu; Rajesh M. Hegde (NCC, 2014)

Sparse modeling of posterior exemplars for keyword detection. - Dhananjay Ram; Afsaneh Asaei; Pranay Dighe; Hervé Bourlard (INTERSPEECH, 2015)

Subspace Detection of DNN Posterior Probabilities via Sparse Representation for Query by Example Spoken Term Detection. - Dhananjay Ram; Afsaneh Asaei; Hervé Bourlard (INTERSPEECH, 2016)

A Bayesian Approach to Estimation of Speaker Normalization Parameters. - Dhananjay Ram; Debasis Kundu; Rajesh M. Hegde (CoRR, 2016)

Global-Context Neural Machine Translation through Target-Side Attentive Residual Connections. - Lesly Miculicich Werlen; Nikolaos Pappas 002; Dhananjay Ram; Andrei Popescu-Belis (CoRR, 2017)

Document-Level Neural Machine Translation with Hierarchical Attention Networks. - Lesly Miculicich; Dhananjay Ram; Nikolaos Pappas 002; James Henderson 001 (EMNLP, 2018)

Phonological Posterior Hashing for Query by Example Spoken Term Detection. - Afsaneh Asaei; Dhananjay Ram; Hervé Bourlard (INTERSPEECH, 2018)

CNN Based Query by Example Spoken Term Detection. - Dhananjay Ram; Lesly Miculicich; Hervé Bourlard (INTERSPEECH, 2018)

Self-Attentive Residual Decoder for Neural Machine Translation. - Lesly Miculicich Werlen; Nikolaos Pappas 002; Dhananjay Ram; Andrei Popescu-Belis (NAACL-HLT, 2018)

Phonetic subspace features for improved query by example spoken term detection. - Dhananjay Ram; Afsaneh Asaei; Hervé Bourlard (Speech Commun., 2018)

Sparse Subspace Modeling for Query by Example Spoken Term Detection. - Dhananjay Ram; Afsaneh Asaei; Hervé Bourlard (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Multilingual Bottleneck Features for Query by Example Spoken Term Detection. - Dhananjay Ram; Lesly Miculicich; Hervé Bourlard (ASRU, 2019)

Neural Network Based End-to-End Query by Example Spoken Term Detection. - Dhananjay Ram; Lesly Miculicich; Hervé Bourlard (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Efficient Long-Range Transformers: You Need to Attend More, but Not Necessarily at Every Layer. - Qingru Zhang; Dhananjay Ram; Cole Hawkins; Sheng Zha; Tuo Zhao (EMNLP (Findings), 2023)

HLAT: High-quality Large Language Model Pre-trained on AWS Trainium. - Haozheng Fan; Hao Zhou; Guangtai Huang; Parameswaran Raman; Xinwei Fu; Gaurav Gupta; Dhananjay Ram; Yida Wang 003; Jun Huan (IEEE Big Data, 2024)

DEM: Distribution Edited Model for Training with Mixed Data Distributions. - Dhananjay Ram; Aditya Rawal; Momchil Hardalov; Nikolaos Pappas 002; Sheng Zha (EMNLP, 2024)

Sequence-level Large Language Model Training with Contrastive Preference Optimization. - Zhili Feng; Dhananjay Ram; Cole Hawkins; Aditya Rawal; Jinman Zhao; Sheng Zha (NAACL (Findings), 2025)