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Scaling Laws for Code: A More Data-Hungry Regime
Code Large Language Models (LLMs) are revolutionizing software engineering. However, scaling laws that guide the efficient training are predominantly analyzed on Natural Language (NL). Given the fundamental differences like strict syntax between code...
Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey and Experime…
3D semantic segmentation is a fundamental task for robotic and autonomous driving applications. Recent works have been focused on using deep learning techniques, whereas developing fine-annotated 3D LiDAR datasets is extremely labor intensive and req...
Cosmology Update 1998
For two decades the hot big-bang model has been referred to as the standard cosmology -- and for good reason. For just as long cosmologists have known that there are fundamental questions that are not addressed by the standard cosmology and point t...
Cosmology Solved?
For two decades the hot big-bang model as been referred to as the standard cosmology -- and for good reason. For just as long cosmologists have known that there are fundamental questions that are not answered by the standard cosmology and point to...
Fast Dynamic Updates and Dynamic SpGEMM on MPI-Distributed Graphs
Sparse matrix multiplication (SpGEMM) is a fundamental kernel used in many diverse application areas, both numerical and discrete. For example, many algebraic graph algorithms rely on SpGEMM in the tropical semiring to compute shortest paths in graph...
SRA-VJTI/Pixels
SRA's seminar on Introduction to Computer Vision Fundamentals (⭐ 150)
Position Paper: Rethinking Privacy in RL for Sequential Decision-making in the A…
The rise of reinforcement learning (RL) in critical real-world applications demands a fundamental rethinking of privacy in AI systems. Traditional privacy frameworks, designed to protect isolated data points, fall short for sequential decision-making...
Position: Universal Time Series Foundation Models Rest on a Category Error
This position paper argues that the pursuit of "Universal Foundation Models for Time Series" rests on a fundamental category error, mistaking a structural Container for a semantic Modality. We contend that because time series hold incompatible genera...
Visiting the fundamentals, for I am not the greatest. Critique please. Im beggin…
I honestly do not like how I have shaded this. It is a still life drawing on the left, and on the right it is some perspective. One cube is messed up and how do you do cylinders in perspective? Anywa...
Quivers, Words and Fundamentals
A systematic study of holomorphic gauge invariant operators in general $\mathcal{N}=1$ quiver gauge theories, with unitary gauge groups and bifundamental matter fields, was recently presented in [1]. For large ranks a simple counting formula in terms...
Fundamentals of Physical AI
This work will elaborate the fundamental principles of physical artificial intelligence (Physical AI) from a scientific and systemic perspective. The aim is to create a theoretical foundation that describes the physical embodiment, sensory perception...
minitorch/Module-0
Module 0 - Fundamentals (⭐ 111)
How far can you get off of just fundamentals?
Hi there! I’m fairly new to fighting games (just reached Silver 1 after 170 games ?) and I’ve heard people recommend not to learn any combos until so-and-so rank… so I haven’t. It’s pre...
Practicing the fundamentals - not sure im making any progress. What can I do?
Been practicing things like shading and breaking objects down into different shapes as well as my linework, but im not sure im making much headway. What advice would you guys give and what can I do to...
Quantum bits with Josephson junctions
Already in the first edition of this book (Barone and Paterno, "Fundamentals and Physics and Applications of the Josephson Effect", Wiley 1982), a great number of interesting and important applications for Josephson junctions were discussed. In the d...
Is this a good book to learn about the fundamentals?
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