Kumari Nishu

13 papers A 1Misc 3Journal 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
From Dense to Dynamic: Token-Difficulty Driven MoEfication of Pre-Trained LLMs.
CoRR
Kumari Nishu, Sachin Mehta, Samira Abnar, Mehrdad Farajtabar, Maxwell Horton, Mahyar Najibi, Moin Nabi, Minsik Cho, Devang Naik
2025 J jnl
Mirror Speculative Decoding: Breaking the Serial Barrier in LLM Inference.
CoRR
Nikhil Bhendawade, Kumari Nishu, Arnav Kundu, Chris Bartels, Minsik Cho, Irina Belousova
2025 J jnl
MoE-PHDS: One MoE checkpoint for flexible runtime sparsity.
CoRR
Lauren A. Hannah, Soheil Zibakhsh, Kumari Nishu, Arnav Kundu, Mohammad Samragh Razlighi, Mehrdad Farajtabar, Minsik Cho
2025 J jnl
MoEs Are Stronger than You Think: Hyper-Parallel Inference Scaling with RoE.
CoRR
Soheil Zibakhsh, Mohammad Samragh, Kumari Nishu, Lauren Hannah, Arnav Kundu, Minsik Cho
2025 Misc conf
SLiCK: Exploiting Subsequences for Length-Constrained Keyword Spotting.
ICASSP
Kumari Nishu, Minsik Cho, Devang Naik
2025 J jnl
Your LLM Knows the Future: Uncovering Its Multi-Token Prediction Potential.
CoRR
Mohammad Samragh, Arnav Kundu, David Harrison, Kumari Nishu, Devang Naik, Minsik Cho, Mehrdad Farajtabar
2024 Misc conf
Flexible Keyword Spotting Based on Homogeneous Audio-Text Embedding.
ICASSP
Kumari Nishu, Minsik Cho, Paul Dixon, Devang Naik
2024 Misc conf
Improving Vision-Inspired Keyword Spotting Using Dynamic Module Skipping in Streaming Conformer Encoder.
ICASSP
Alexandre Bittar, Paul Dixon, Mohammad Samragh, Kumari Nishu, Devang Naik
2024 J jnl
SLiCK: Exploiting Subsequences for Length-Constrained Keyword Spotting.
CoRR
Kumari Nishu, Minsik Cho, Devang Naik
2023 J jnl
Flexible Keyword Spotting based on Homogeneous Audio-Text Embedding.
CoRR
Kumari Nishu, Minsik Cho, Paul Dixon, Devang Naik
2023 J jnl
Improving vision-inspired keyword spotting using dynamic module skipping in streaming conformer encoder.
CoRR
Alexandre Bittar, Paul Dixon, Mohammad Samragh, Kumari Nishu, Devang Naik
2023 A conf
Matching Latent Encoding for Audio-Text based Keyword Spotting.
INTERSPEECH
Kumari Nishu, Minsik Cho, Devang Naik
2023 J jnl
Matching Latent Encoding for Audio-Text based Keyword Spotting.
CoRR
Kumari Nishu, Minsik Cho, Devang Naik