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15 papers · 1 filter
Multivariate Ensemble Forecast Framework for Demand Prediction of Anomalous Days
Muhammad Qamar Raza, N. Mithulananthan, Jiaming Li +1
An accurate load forecast is always important for the power industry and energy players as it enables stakeholders to make critical decisions. In addition, its importance is furthe…
Partial existence result for Homogeneous Quasilinear parabolic problems beyond the duality pairing
Karthik Adimurthi, Sun-Sig Byun, Wontae Kim
In this paper, we study the existence of distributional solutions solving \cref{main-3} on a bounded domain satisfying a uniform capacity density condition where the nonlinear…
FloWaveNet : A Generative Flow for Raw Audio
Sungwon Kim, Sang-gil Lee, Jongyoon Song +2
Most modern text-to-speech architectures use a WaveNet vocoder for synthesizing high-fidelity waveform audio, but there have been limitations, such as high inference time, in its p…
Workload-aware Automatic Parallelization for Multi-GPU DNN Training
Sungho Shin, Youngmin Jo, Jungwook Choi +3
Deep neural networks (DNNs) have emerged as successful solutions for variety of artificial intelligence applications, but their very large and deep models impose high computational…
SARN: Relational Reasoning through Sequential Attention
Jinwon An, Sungwon Lyu, Sungzoon Cho
This paper proposes an attention module augmented relational network called SARN(Sequential Attention Relational Network) that can carry out relational reasoning by extracting refe…
Interference Alignment Schemes Using Latin Square for Kx3 MIMO X Channel
Young-Sik Moon, Jong-Yoon Yoon, Jong-Seon No +1
In this paper, we study an interference alignment (IA) scheme with finite time extension and beamformer selection method with low computational complexity for X channel. An IA sche…