South America
Embedding Dimension of Contrastive Learning and k-Nearest Neighbors
We study the embedding dimension of distance comparison data in two settings: contrastive learning and k -nearest neighbors ( k -NN).
WikiDBs: A Large-Scale Corpus of Relational Databases from Wikidata
Deep learning on tabular data, and particularly tabular representation learning, has recently gained growing interest. However, representation learning for relational databases with multiple tables is still an underexplored area, which may be attributed to the lack of openly available resources.
LLM Circuit Analyses Are Consistent Across Training and Scale
Most currently deployed LLMs undergo continuous training or additional finetun-ing. By contrast, most research into LLMs' internal mechanisms focuses on models
Huge buzz but a big gamble: Battlefield 6 takes aim at Call of Duty
A new challenger has appeared. In the fiercely competitive world of video games, it's common for new contenders to fade away as quickly as they burst on to the scene. But Battlefield 6 is hoping to change that. It's the latest entry in a long-running military shooter series often framed as a grittier, more realistic answer to Call of Duty. The title's never quite managed to match its most famous rival in terms of sales or players, but there are signs the new installment could close the gap.
GAIA: Rethinking Action Quality Assessment for AI-Generated Videos Zijian Chen 1, Wei Sun
Based on GAIA, we evaluate a suite of popular text-to-video (T2V) models on their ability to generate visually rational actions, revealing their pros and cons on different categories of actions.
Learnability Matters: Active Learning for Video Captioning
This work focuses on the active learning in video captioning.
Robotic underwater glider sets out to circumnavigate the globe
Redwing, a robotic submarine about the size of a surfboard, is embarking on a five-year journey that will follow the famed explorer Ferdinand Magellan's voyage around the world A small robot submarine is setting out to go around the world for the first time. Teledyne Marine and Rutgers University New Brunswick in New Jersey are launching an underwater glider called Redwing on its Sentinel Mission from Martha's Vineyard in Massachusetts on 11 October. Researchers have been using underwater gliders since the 1990s. Rather than a propeller, gliders have a buoyancy engine, a gas-filled piston that slightly changes the craft's overall buoyancy. An electric motor pushes the piston in to make the glider heavier than water so it slowly sinks, coasting downwards at a shallow angle.
