We introduce One-Shot Label-Only (OSLO) membership inference attacks (MIAs), which accurately infer a given sample's membership in a target model's training set with high precision using just \emph{a single query}, where the target model only returns...
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A curated (most recent) list of resources for Learning with Noisy Labels (⭐ 720)
We recently proposed DOVER-Lap, a method for combining overlap-aware speaker diarization system outputs. DOVER-Lap improved upon its predecessor DOVER by using a label mapping method based on globally-informed greedy search. In this paper, we analyze...
A recent source of concern for the security of neural networks is the emergence of clean-label dataset poisoning attacks, wherein correctly labeled poison samples are injected into the training dataset. While these poison samples look legitimate to t...
*I want to launch a white-label OTT platform to stream both on-demand and live video content across web, mobile, and Smart TV apps such as Android TV, Apple TV, and Fire TV.* *I plan to monetize my...
Riser Music is a Thai music label established in 2023 as a subsidiary of GMMTV, a leading entertainment company in Thailand. The label was founded to
after B.o.B claimed that the label was "suppressing" him. "There's a ban on BoB," he wrote on Twitter, before diving into his issues with his then-label
A simple tool for labeling object bounding boxes in images (⭐ 1135)
21st Circuitry was a record label based in San Francisco, California, that was founded in early 1991. The label released music from genres, such as electro-industrial
Tags: text-classification, fasttext | Score: 2
Tags: java, spring, apache-spark, java-8 | Score: 2
Label-free biosensors are important tools for clinical diagnostics and for studying biology at the single molecule level. The development of optical label-free sensors has allowed extreme sensitivity, but can expose the biological sample to photodama...
We tackle sequential learning under label noise in applications where a human supervisor can be queried to relabel suspicious examples. Existing approaches are flawed, in that they only relabel incoming examples that look "suspicious" to the model. A...
Elevate your clean label formulas with vegetable juice concentrates. Carrot, beet, and spinach deliver natural color and flavor.
Distinctive Records (formerly Distinct'ive Records) is a UK based record label founded in 1995. The label has hundreds of releases from artists, most