Results 11 to 20 of about 1,405,161 (353)
Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs? [PDF]
North American Chapter of the Association for Computational Linguistics, 2023 Since the recent prosperity of Large Language Models (LLMs), there have been interleaved discussions regarding how to reduce hallucinations from LLM responses, how to increase the factuality of LLMs, and whether Knowledge Graphs (KGs), which store the ...
Kai Sun +4 more
semanticscholar +1 more source
Distribution Alignment: A Unified Framework for Long-tail Visual Recognition [PDF]
Computer Vision and Pattern Recognition, 2021 Despite the recent success of deep neural networks, it remains challenging to effectively model the long-tail class distribution in visual recognition tasks.
Songyang Zhang +4 more
semanticscholar +1 more source
Quantile Connectedness: Modeling Tail Behavior in the Topology of Financial Networks
Management Sciences, 2022 We develop a new technique to estimate vector autoregressions with a common factor error structure by quantile regression. We apply our technique to study credit risk spillovers among a group of 17 sovereigns and their respective financial sectors ...
T. Ando +2 more
semanticscholar +1 more source
Overcoming Classifier Imbalance for Long-Tail Object Detection With Balanced Group Softmax [PDF]
Computer Vision and Pattern Recognition, 2020 Solving long-tail large vocabulary object detection with deep learning based models is a challenging and demanding task, which is however under-explored.
Yu Li +6 more
semanticscholar +1 more source
Morphological and histological changes induced by arsenic trioxide in mice offspring [PDF]
Assiut University Journal of Multidisciplinary Scientific Research, 2022 Introduction: Arsenic is a standout amongst the most lethal metals derived from the natural environment. The major reason for human arsenic toxicity is tainting of drinking water.
Reda Ali +3 more
doaj +1 more source
User-Friendly Tail Bounds for Sums of Random Matrices [PDF]
Foundations of Computational Mathematics, 2010 This paper presents new probability inequalities for sums of independent, random, self-adjoint matrices. These results place simple and easily verifiable hypotheses on the summands, and they deliver strong conclusions about the large-deviation behavior ...
J. Tropp
semanticscholar +1 more source
Does learning require memorization? a short tale about a long tail [PDF]
Symposium on the Theory of Computing, 2019 State-of-the-art results on image recognition tasks are achieved using over-parameterized learning algorithms that (nearly) perfectly fit the training set and are known to fit well even random labels.
V. Feldman
semanticscholar +1 more source
Ultrareliable and Low-Latency Wireless Communication: Tail, Risk, and Scale [PDF]
Proceedings of the IEEE, 2018 Ensuring ultrareliable and low-latency communication (URLLC) for 5G wireless networks and beyond is of capital importance and is currently receiving tremendous attention in academia and industry.
M. Bennis +3 more
semanticscholar +1 more source
The Journal of Poultry Science, 2022 Japanese indigenous chickens include approximately 50 breeds exhibiting various morphological traits, such as a long tail. These genetic resources will be important for revealing the genetic basis of morphological traits in the future.
Ryoko Ono +9 more
doaj +1 more source
Frontiers in Cell and Developmental Biology, 2020 Neutrophils and macrophages are crucial effectors and modulators of repair and regeneration following myocardial infarction, but they cannot be easily observed in vivo in mammalian models.
Aryan Kaveh +9 more
doaj +1 more source