Tootfinder

Benchmarking Time-localized Explanations for Audio Classification Models
Cecilia Bola\~nos, Leonardo Pepino, Martin Meza, Luciana Ferrer
https://arxiv.org/abs/2506.04391

Benchmarking Time-localized Explanations for Audio Classification Models
Most modern approaches for audio processing are opaque, in the sense that they do not provide an explanation for their decisions. For this reason, various methods have been proposed to explain the outputs generated by these models. Good explanations can result in interesting insights about the data or the model, as well as increase trust in the system. Unfortunately, evaluating the quality of explanations is far from trivial since, for most tasks, there is no clear ground truth explanation to u…

This https://arxiv.org/abs/2505.21124 has been replaced.
initial toot: https://mastoxiv.page/@ar…

UniFoil: A Universal Dataset of Airfoils in Transitional and Turbulent Regimes for Subsonic and Transonic Flows
We present UniFoil, a large publicly available universal airfoil dataset based on Reynolds-averaged Navier-Stokes (RANS) simulations. It contains over 500,000 samples spanning a wide range of Reynolds and Mach numbers, capturing both transitional and fully turbulent flows across incompressible to compressible regimes. UniFoil is designed to support machine learning research in fluid dynamics, particularly for modeling complex aerodynamic phenomena. Most existing datasets are limited to incompre…

Series B, Episode 05 - Pressure Point
JENNA: It's over an hour since our last contact.
CALLY: It can't be a communicator fault.
JENNA: Not on all four bracelets, no.
CALLY: What do you think has happened?
JENNA: They've run into trouble.
https://blake.torpidity.net/m/205/407

Blakes7Bot | Search
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This https://arxiv.org/abs/2308.14124 has been replaced.
link: https://scholar.google.com/scholar?q=a

The APX-hardness of the Traveling Tournament Problem
The Traveling Tournament Problem (TTP-$k$) is a well-known benchmark problem in sports scheduling, which asks us to design a double round-robin schedule such that each pair of teams plays one game in each other's home venue, no pair of teams plays each other on two consecutive days, each team plays at most $k$ consecutive home games or away games, and the total traveling distance of all the $n$ teams is minimized. TTP-$k$ allows a polynomial-time approximation scheme when $k=2$ and becomes APX-…

This https://arxiv.org/abs/2405.20912 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_eco…

A Branch-Price-Cut-And-Switch Approach for Optimizing Team Formation and Routing for Airport Baggage Handling Tasks with Stochastic Travel Times
In airport operations, optimally using dedicated personnel for baggage handling tasks plays a crucial role in the design of resource-efficient processes. Teams of workers with different qualifications must be formed, and loading or unloading tasks must be assigned to them. Each task has a time window within which it can be started and should be finished. Violating these temporal restrictions incurs severe financial penalties for the operator. In practice, various components of this process are …

Series C, Episode 05 - The Harvest of Kairos
VILA: We got it, we got it!
TARRANT: Yes, I know, only I was saving that trick for when they both attacked at once.
VILA: There's only two left now; no trouble.
https://blake.torpidity.net/m/305/300 B7B3

Blakes7Bot | Search
Companion site to the Blakes7Bot Twitter, Mastodon, and Bluesky accounts. Automated lines of Blakes 7 dialog. Includes a script search facility.

Series C, Episode 05 - The Harvest of Kairos
VILA: We got it, we got it!
TARRANT: Yes, I know, only I was saving that trick for when they both attacked at once.
VILA: There's only two left now; no trouble.
https://blake.torpidity.net/m/305/300 B7B3

Blakes7Bot | Search
Companion site to the Blakes7Bot Twitter, Mastodon, and Bluesky accounts. Automated lines of Blakes 7 dialog. Includes a script search facility.