5 papers
CSGaussian: Progressive Rate-Distortion Compression and Segmentation for 3D Gaussian Splatting
Yu-Jen Tseng, Chia-Hao Kao, Jing-Zhong Chen +4
We present the first unified framework for rate-distortion-optimized compression and segmentation of 3D Gaussian Splatting (3DGS). While 3DGS has proven effective for both real-tim…
MCI-Net: A Robust Multi-Domain Context Integration Network for Point Cloud Registration
Shuyuan Lin, Wenwu Peng, Junjie Huang +3
Robust and discriminative feature learning is critical for high-quality point cloud registration. However, existing deep learning-based methods typically rely on Euclidean neighbor…
Color Bind: Exploring Color Perception in Text-to-Image Models
Shay Shomer-Chai, Wenxuan Peng, Bharath Hariharan +1
Text-to-image generation has recently seen remarkable success, granting users with the ability to create high-quality images through the use of text. However, contemporary methods…
NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples
Baiqi Li, Zhiqiu Lin, Wenxuan Peng +7
Vision-language models (VLMs) have made significant progress in recent visual-question-answering (VQA) benchmarks that evaluate complex visio-linguistic reasoning. However, are the…
4D Panoptic Scene Graph Generation
Jingkang Yang, Jun Cen, Wenxuan Peng +6
We are living in a three-dimensional space while moving forward through a fourth dimension: time. To allow artificial intelligence to develop a comprehensive understanding of such…