no code implementations • 19 Dec 2023 • Korrawe Karunratanakul, Konpat Preechakul, Emre Aksan, Thabo Beeler, Supasorn Suwajanakorn, Siyu Tang
We propose Diffusion Noise Optimization (DNO), a new method that effectively leverages existing motion diffusion models as motion priors for a wide range of motion-related tasks.
no code implementations • ICCV 2023 • Korrawe Karunratanakul, Konpat Preechakul, Supasorn Suwajanakorn, Siyu Tang
Denoising diffusion models have shown great promise in human motion synthesis conditioned on natural language descriptions.
no code implementations • CVPR 2023 • Korrawe Karunratanakul, Sergey Prokudin, Otmar Hilliges, Siyu Tang
We present HARP (HAnd Reconstruction and Personalization), a personalized hand avatar creation approach that takes a short monocular RGB video of a human hand as input and reconstructs a faithful hand avatar exhibiting a high-fidelity appearance and geometry.
no code implementations • 23 Sep 2021 • Korrawe Karunratanakul, Adrian Spurr, Zicong Fan, Otmar Hilliges, Siyu Tang
We present Hand ArticuLated Occupancy (HALO), a novel representation of articulated hands that bridges the advantages of 3D keypoints and neural implicit surfaces and can be used in end-to-end trainable architectures.
4 code implementations • 10 Aug 2020 • Korrawe Karunratanakul, Jinlong Yang, Yan Zhang, Michael Black, Krikamol Muandet, Siyu Tang
Specifically, our generative model is able to synthesize high-quality human grasps, given only on a 3D object point cloud.
no code implementations • 16 May 2020 • Burin Naowarat, Thananchai Kongthaworn, Korrawe Karunratanakul, Sheng Hui Wu, Ekapol Chuangsuwanich
Code-Switching (CS) remains a challenge for Automatic Speech Recognition (ASR), especially character-based models.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
2 code implementations • Molecular & Cellular Proteomics 2019 • Korrawe Karunratanakul, Hsin-Yao Tang, David W. Speicher, Ekapol Chuangsuwanich, Sira Sriswasdi
Typical analyses of mass spectrometry data only identify amino acid sequences that exist in reference databases.