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researcher

Martin Sustek

2 papers hereh-index 555 citations10 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • cs.SD1

identity via Semantic Scholar / OpenAlex

most citedStabilized training of joint energy-based models and their practical applications

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

collaborators

2 papers

cs.SD2026

Clustering Unsupervised Representations as Defense against Poisoning Attacks on Speech Commands Classification System

Thomas Thebaud, Sonal Joshi, Henry Li +4

Poisoning attacks entail attackers intentionally tampering with training data. In this paper, we consider a dirty-label poisoning attack scenario on a speech commands classificatio…

cs.LG2023★ 1 cited

Stabilized training of joint energy-based models and their practical applications

Martin Sustek, Samik Sadhu, Lukas Burget +4

The recently proposed Joint Energy-based Model (JEM) interprets discriminatively trained classifier p(y∣x) as an energy model, which is also trained as a generative model describ…

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