Samridhi Choudhary
7 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (9)
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Renaissance Researcher
(5)
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
Conferences
INTERSPEECH (4)
ACL (1)
COLING (1)
NIPS (1)
Top co-authors
Keywords
model compression
(4)
on-device inference
(2)
transformer model
(2)
spoken language understanding
(2)
natural language understanding
(2)
knowledge distillation
(2)
performance evaluation
(1)
intent classification
(1)
representation learning
(1)
model interpretability
(1)
training optimization
(1)
hierarchical model
(1)
textual entailment
(1)
training efficiency
(1)
tensor decomposition
(1)
model generalization
(1)
neural pathway
(1)
memory efficiency
(1)
multi-objective optimization
(1)
computational efficiency
(1)
Papers
CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization
NIPS 2024
Quantization-aware and Tensor-compressed Training of Transformers for Natural Language Understanding
INTERSPEECH 2023
Factorization-Aware Training of Transformers for Natural Language Understanding on the Edge
INTERSPEECH 2021
End-to-End Spoken Language Understanding for Generalized Voice Assistants
INTERSPEECH 2021
Semantic Complexity in End-to-End Spoken Language Understanding
INTERSPEECH 2020
Extreme Model Compression for On-device Natural Language Understanding
COLING 2020
Deep Neural Model Inspection and Comparison via Functional Neuron Pathways
ACL 2019