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researcher

Gaurav Menghani

3 papers hereh-index 73.9k citations16 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CL1

identity via Semantic Scholar / OpenAlex

most citedGemma 4 Technical Report

1 citations · 1 across the 1 of their papers we have counts for

collaborators

3 papers

cs.CL2026★ 1 cited

Gemma 4 Technical Report

Gemma Team, Sherif El Abd, Vaibhav Aggarwal +320

We introduce Gemma 4, a new generation of open-weight, natively multimodal language models in the Gemma model family. Designed to advance compute efficiency and reasoning, the Gemm…

cs.LG2025

GUIDE: Guided Initialization and Distillation of Embeddings

Khoa Trinh, Gaurav Menghani, Erik Vee

Algorithmic efficiency techniques such as distillation (\cite{hinton2015distillation}) are useful in improving model quality without increasing serving costs, provided a larger tea…

cs.LG2025

LAuReL: Learned Augmented Residual Layer

Gaurav Menghani, Ravi Kumar, Sanjiv Kumar

One of the core pillars of efficient deep learning methods is architectural improvements such as the residual/skip connection, which has led to significantly better model convergen…

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