Samridhi Choudhary

21 papers A* 1A 5C 1Misc 4Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2024 A* conf
CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization.
NeurIPS
Zi Yang, Ziyue Liu, Samridhi Choudhary, Xinfeng Xie, Cao Gao, Siegfried Kunzmann, Zheng Zhang
2024 J jnl
CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization.
CoRR
Zi Yang, Samridhi Choudhary, Xinfeng Xie, Cao Gao, Siegfried Kunzmann, Zheng Zhang
2023 Misc conf
Distill-Quantize-Tune - Leveraging Large Teachers for Low-Footprint Efficient Multilingual NLU on Edge.
ICASSP
Pegah Kharazmi, Zhewei Zhao, Clement Chung, Samridhi Choudhary
2023 Misc conf
Pyramid Dynamic Inference: Encouraging Faster Inference Via Early Exit Boosting.
ICASSP
Ershad Banijamali, Pegah Kharazmi, Sepehr Eghbali, Jixuan Wang, Clement Chung, Samridhi Choudhary
2023 J jnl
Quantization-Aware and Tensor-Compressed Training of Transformers for Natural Language Understanding.
CoRR
Zi Yang, Samridhi Choudhary, Siegfried Kunzmann, Zheng Zhang
2023 A conf
Quantization-aware and Tensor-compressed Training of Transformers for Natural Language Understanding.
INTERSPEECH
Zi Yang, Samridhi Choudhary, Siegfried Kunzmann, Zheng Zhang
2022 Misc conf
Tie Your Embeddings Down: Cross-Modal Latent Spaces for End-to-end Spoken Language Understanding.
ICASSP
Bhuvan Agrawal, Markus Müller, Samridhi Choudhary, Martin Radfar, Athanasios Mouchtaris, Ross McGowan, Nathan Susanj, Siegfried Kunzmann
2021 A conf
End-to-End Spoken Language Understanding for Generalized Voice Assistants.
Interspeech
Michael Saxon, Samridhi Choudhary, Joseph P. McKenna, Athanasios Mouchtaris
2021 J jnl
End-to-End Spoken Language Understanding for Generalized Voice Assistants.
CoRR
Michael Saxon, Samridhi Choudhary, Joseph P. McKenna, Athanasios Mouchtaris
2021 A conf
Factorization-Aware Training of Transformers for Natural Language Understanding on the Edge.
Interspeech
Hamidreza Saghir, Samridhi Choudhary, Sepehr Eghbali, Clement Chung
2021 C conf
In Pursuit of Babel - Multilingual End-to-End Spoken Language Understanding.
ASRU
Markus Müller, Samridhi Choudhary, Clement Chung, Athanasios Mouchtaris, Siegfried Kunzmann
2020 — conf
Extreme Model Compression for On-device Natural Language Understanding.
COLING (Industry)
Kanthashree Mysore Sathyendra, Samridhi Choudhary, Leah Nicolich-Henkin
2020 J jnl
Extreme Model Compression for On-device Natural Language Understanding.
CoRR
Kanthashree Mysore Sathyendra, Samridhi Choudhary, Leah Nicolich-Henkin
2020 Misc conf
Multilingual Grapheme-To-Phoneme Conversion with Byte Representation.
ICASSP
Mingzhi Yu, Hieu Duy Nguyen, Alex Sokolov, Jack Lepird, Kanthashree Mysore Sathyendra, Samridhi Choudhary, Athanasios Mouchtaris, Siegfried Kunzmann
2020 A conf
Semantic Complexity in End-to-End Spoken Language Understanding.
INTERSPEECH
Joseph P. McKenna, Samridhi Choudhary, Michael Saxon, Grant P. Strimel, Athanasios Mouchtaris
2020 J jnl
Semantic Complexity in End-to-End Spoken Language Understanding.
CoRR
Joseph P. McKenna, Samridhi Choudhary, Michael Saxon, Grant P. Strimel, Athanasios Mouchtaris
2020 J jnl
Tie Your Embeddings Down: Cross-Modal Latent Spaces for End-to-end Spoken Language Understanding.
CoRR
Bhuvan Agrawal, Markus Müller, Martin Radfar, Samridhi Choudhary, Athanasios Mouchtaris, Siegfried Kunzmann
2020 A conf
Using Productive Collaboration Bursts to Analyze Open Source Collaboration Effectiveness.
SANER
Samridhi Choudhary, Christopher Bogart, Carolyn P. Rosé, Jim Herbsleb
2019 — conf
Deep Neural Model Inspection and Comparison via Functional Neuron Pathways.
ACL (1)
James Fiacco, Samridhi Choudhary, Carolyn P. Rosé
2017 — conf
Linguistic Markers of Influence in Informal Interactions.
NLP+CSS@ACL
Shrimai Prabhumoye, Samridhi Choudhary, Evangelia Spiliopoulou, Christopher Bogart, Carolyn P. Rosé, Alan W. Black
2017 J jnl
Linguistic Markers of Influence in Informal Interactions.
CoRR
Shrimai Prabhumoye, Samridhi Choudhary, Evangelia Spiliopoulou, Christopher Bogart, Carolyn Penstein Rosé, Alan W. Black