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Mariya Toneva

Carnegie Mellon University

26 papers hereh-index 152.3k citations50 works total

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

author position
  • first author4
  • middle author5
  • last author17

Across the 26 of 26 papers where every author was matched, so the position is known.

fields
  • cs.CL14
  • cs.AI3
  • cs.LG3
  • q-bio.NC3
  • cs.CV2
  • cs.HC1
affiliations
  • Carnegie Mellon University
Homepage
same name
  • Mariya Toneva — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedInterpreting and improving natural-language processing (in machines) with natural language-processing (in the brain)

140 citations · 359 across the 24 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2023★ 3 cited

Vision-Language Integration in Multimodal Video Transformers (Partially) Aligns with the Brain

Dota Tianai Dong, Mariya Toneva

Integrating information from multiple modalities is arguably one of the essential prerequisites for grounding artificial intelligence systems with an understanding of the real worl…

cs.CV2023★ 3 cited

What Happens During Finetuning of Vision Transformers: An Invariance Based Investigation

Gabriele Merlin, Vedant Nanda, Ruchit Rawal +1

The pretrain-finetune paradigm usually improves downstream performance over training a model from scratch on the same task, becoming commonplace across many areas of machine learni…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.