7 天前 - … no loss in efficiency: our operators match or exceed the … 32 or higher), when the
kernel no longer is memory-bound … , we focus on a kernel that monolithically produces the …

10 天前 - … MCT leverages insights from the linearized dynamics of Neural Tangent Kernel
methods to create a convex combination of expert trajectories, guiding the student network to …

18 天前 - … various downstream tasks that can match full parameter fine-… may be a promising
parameter-efficient-fine-tuning method … In Section 3.3, we provide the closeform of our kernel …

30 天前 - … efficiency as custom accelerators. This Thesis presents two different extensions for
enhancing linear algebra kernels … a good match for these kernels, they are not as efficient as …

30 天前 - … , the efficiency of the subsequent feature matching stage is … , we use Gaussian RBF
kernel PCA over the DCT frequency … In addition, the nonlinear character of RBF kernel PCA …

34 天前 - … modeling network, which efficiently identifies and eliminates complex … Therefore,
we propose a dynamic kernel selection … kernel set that best matches the predicted shape: …

39 天前 - … One of the recent advancements is the availability of efficient elastic wavefield …
with the elastic FWI kernel, allowing improved data-matching as the workflow progresses and …

39 天前 - … an alternative score matching objective made tractable via … This way, the upper-level
objective becomes the kernel … We demonstrate the effectiveness and efficiency of KSIVI …

39 天前 - … of accurately and efficiently analyzing programs written in … Through comparative
analysis, we match our proposed … code base such as the Linux kernel, with the ultimate goal …

39 天前 - … Efficient implementations of two generalization techniques, One-… hardware design
matches the software simulation results. … kernels besides the linear non-kernel realization. In …