These estimates are subsequently utilized to aggregate information from reference frames into the target frame. Subsequently, hierarchical neural point clouds are constructed based on the aggregated information. This hierarchical point cloud set is then employed to synthesize views of the target frame.

It employs four LLM-based agents: strategy generator, executor, optimizer, and evaluator, working together to generate, evaluate, and select promising strategies for a given task. Experimental results demonstrate that StrategyLLM outperforms the competitive baseline CoT -SC that requires human-annotated solutions on 13 datasets across 4 challenging tasks without human involvement, including math reasoning (34.2%

A probabilistic classifier is considered "well calibrated" when its predicted probabilities closely align with the empirical frequencies of the corresponding labels [

However error control for inverse graphics is difficult, and inverse graphics methods can represent only the effects of the chosen intrinsics.

Knowledge distillation (KD) has emerged as an effective technique for compressing models that can enhance the lightweight model. Conventional KD methods propose various designs to allow student model to imitate the teacher better.

Leveraging this flexibility, we implement 47 novel MCBO algorithms and benchmark them against seven existing MCBO solvers and five standard black-box optimization algorithms on ten tasks, conducting over 4000 experiments.

Samsung Galaxy Unpacked 2026 is Feb. 25 Valve's Steam Machine: Everything we know EU launches second investigation into Grok's nonconsensual image generation Grok has been accused of creating sexual images of children, alongside other violations. X is facing yet another investigation into Grok's reported creation of nonconsensual sexual images on the platform. Ireland's Data Protection Commission (DPC) has announced an inquiry into X regarding the harmful, intimate images and processing of EU and EEA individuals' personal data -- including children. In an 11-day period, X generated about three million sexualized images, an estimated 23,000 of which were of children. British nonprofit, the Center for Countering Digital Hate (CCDH) announced the results of its December 29 to January 9 review last month.

Most scanning apps try to get you to buy a cloud storage subscription or pay for extras. Not FairScan, which is free and open-source, and has some powerful features. If you're interested in going paperless, you probably think you need a scanner. It's true that hardware scanners make turning multipage documents into PDFs very simple. But most of us don't have easy access to a scanner.