Search Results for author: Yi Qin

Found 6 papers, 3 papers with code

Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations

1 code implementation25 Jan 2024 Xinyue Xu, Yi Qin, Lu Mi, Hao Wang, Xiaomeng Li

Our ECBMs address both limitations of existing CBMs, providing higher accuracy and richer concept interpretations.

FSDiffReg: Feature-wise and Score-wise Diffusion-guided Unsupervised Deformable Image Registration for Cardiac Images

1 code implementation22 Jul 2023 Yi Qin, Xiaomeng Li

Specifically, FDG uses the diffusion model's multi-scale semantic features to guide the generation of the deformation field.

Image Registration

A Review of Intelligent Music Generation Systems

no code implementations16 Nov 2022 Lei Wang, Ziyi Zhao, Hanwei Liu, Junwei Pang, Yi Qin, Qidi Wu

With the introduction of ChatGPT, the public's perception of AI-generated content (AIGC) has begun to reshape.

Benchmarking Music Generation

Distinguishability of Adversarial Examples

no code implementations ICLR 2019 Yi Qin, Ryan Hunt, Chuan Yue

From a unique angle, we propose to investigate two important research questions in this paper: Are adversarial examples distinguishable from natural examples?

BIG-bench Machine Learning Malware Detection +1

Democratizing Production-Scale Distributed Deep Learning

no code implementations31 Oct 2018 Minghuang Ma, Hadi Pouransari, Daniel Chao, Saurabh Adya, Santiago Akle Serrano, Yi Qin, Dan Gimnicher, Dominic Walsh

The interest and demand for training deep neural networks have been experiencing rapid growth, spanning a wide range of applications in both academia and industry.

A region-growing approach for automatic outcrop fracture extraction from a three-dimensional point cloud

1 code implementation27 Jun 2017 Xin Wang, Lejun Zou, Xiaohua Shen, Yupeng Ren, Yi Qin

In tests using outcrop point cloud data, the proposed method identified and extracted the full extent of individual fractures with high accuracy.

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