Search Results for author: Dharma KC

Found 6 papers, 2 papers with code

3DTextureTransformer: Geometry Aware Texture Generation for Arbitrary Mesh Topology

no code implementations7 Mar 2024 Dharma KC, Clayton T. Morrison

Learning to generate textures for a novel 3D mesh given a collection of 3D meshes and real-world 2D images is an important problem with applications in various domains such as 3D simulation, augmented and virtual reality, gaming, architecture, and design.

Texture Synthesis

Neural Machine Translation for Code Generation

no code implementations22 May 2023 Dharma KC, Clayton T. Morrison

In the literature, a variety of different input scenarios have been explored, including generating code based on natural language description, lower-level representations such as binary or assembly (neural decompilation), partial representations of source code (code completion and repair), and source code in another language (code translation).

Code Completion Code Translation +3

Texture Generation Using A Graph Generative Adversarial Network And Differentiable Rendering

1 code implementation17 Jun 2022 Dharma KC, Clayton T. Morrison, Bradley Walls

Novel photo-realistic texture synthesis is an important task for generating novel scenes, including asset generation for 3D simulations.

Generative Adversarial Network Texture Synthesis

SIM-ECG: A Signal Importance Mask-driven ECGClassification System

no code implementations28 Oct 2021 Dharma KC, Chicheng Zhang, Chris Gniady, Parth Sandeep Agarwal, Sushil Sharma

Heart disease is the number one killer, and ECGs can assist in the early diagnosis and prevention of deadly outcomes.

Improving the trustworthiness of image classification models by utilizing bounding-box annotations

1 code implementation15 Aug 2021 Dharma KC, Chicheng Zhang

We study utilizing auxiliary information in training data to improve the trustworthiness of machine learning models.

BIG-bench Machine Learning Classification +1

Cannot find the paper you are looking for? You can Submit a new open access paper.