A novel sparse resultant-based approach to generating polynomial solvers based on adding an extra equation of a special form and transforming the resultant matrix constraint to a regular …

The resultant dataset accumulates over 2000 hours of driving videos spanning areas all over the world with diverse weather conditions and traffic scenarios. Inheriting the merits from recent …

By finetuning on REALEDIT, our resultant model outperforms existing models by up to 165 Elo points with human judgment and delivers real world utility to real user requests online.

In this paper we study an alternative algebraic method for solving systems of polynomial equations, i.e., the sparse resultant-based method and propose a novel approach to convert …

cenes: Here we show results from the synthetic experiment presented in the main pa-per. We studied the numerical stability of the new resultant-based solver for the problem of estimating …

To solve the resultant optimization problem, we design an efficient algorithm of linear complexity.Moreover, extensive experiments are conducted and corresponding results well …

The resultant distribution can then be sampled to generate likely completions, each of which exhibits plausible shape details, while being faithful to the input.

The resultant ensemble of randomly pruned SASD models can possess better generalization capability than the orig-inal SASD model. However, generating adversarial exam-ples with an …

Subsequently, we pre-train a vision-side transformer by incorporating these newly extracted tokens and aligning the resultant embeddings with caption embeddings from a text-side encoder.

We call the resultant K cluster centers local proto-types — represent local semantics like the “head”, “leg”, and “body” of “sheep”. Given a new image of the class, we compare its unpooled …