Search Results for author: Jaeseong You

Found 5 papers, 0 papers with code

How to Parameterize Asymmetric Quantization Ranges for Quantization-Aware Training

no code implementations25 Apr 2024 Jaeseong You, Minseop Park, Kyunggeun Lee, Seokjun An, Chirag Patel, Markus Nage

This paper investigates three different parameterizations of asymmetric uniform quantization for quantization-aware training: (1) scale and offset, (2) minimum and maximum, and (3) beta and gamma.

Quantization

Quadapter: Adapter for GPT-2 Quantization

no code implementations30 Nov 2022 Minseop Park, Jaeseong You, Markus Nagel, Simyung Chang

In that case, it is observed that quantization-aware training overfits the model to the fine-tuning data.

Quantization

KoDF: A Large-scale Korean DeepFake Detection Dataset

no code implementations ICCV 2021 Patrick Kwon, Jaeseong You, Gyuhyeon Nam, Sungwoo Park, Gyeongsu Chae

A variety of effective face-swap and face-reenactment methods have been publicized in recent years, democratizing the face synthesis technology to a great extent.

Adversarial Attack DeepFake Detection +3

GAN Vocoder: Multi-Resolution Discriminator Is All You Need

no code implementations9 Mar 2021 Jaeseong You, Dalhyun Kim, Gyuhyeon Nam, Geumbyeol Hwang, Gyeongsu Chae

Several of the latest GAN-based vocoders show remarkable achievements, outperforming autoregressive and flow-based competitors in both qualitative and quantitative measures while synthesizing orders of magnitude faster.

Axial Residual Networks for CycleGAN-based Voice Conversion

no code implementations16 Feb 2021 Jaeseong You, Gyuhyeon Nam, Dalhyun Kim, Gyeongsu Chae

We propose a novel architecture and improved training objectives for non-parallel voice conversion.

Voice Conversion

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