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M. T. Vega

4 papers hereh-index 191.2k citations55 works total

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

author position
  • middle author1
  • last author2

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • cs.HC1
  • cs.LG1
  • cs.MM1
  • cs.NI1

identity via Semantic Scholar / OpenAlex

activity
20162025
most citedOnline Contrastive Divergence with Generative Replay: Experience Replay without Storing Data

18 citations · 31 across the 4 of their papers we have counts for

collaborators
Showing 2016Show all

2 papers · 1 filter

cs.LG2016★ 18 cited

Online Contrastive Divergence with Generative Replay: Experience Replay without Storing Data

Decebal Constantin Mocanu, Maria Torres Vega, Eric Eaton +2

Conceived in the early 1990s, Experience Replay (ER) has been shown to be a successful mechanism to allow online learning algorithms to reuse past experiences. Traditionally, ER ca…

cs.MM2016★ 1 cited

Predictive No-Reference Assessment of Video Quality

Maria Torres Vega, Decebal Constantin Mocanu, Antonio Liotta

Among the various means to evaluate the quality of video streams, No-Reference (NR) methods have low computation and may be executed on thin clients. Thus, NR algorithms would be p…

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