127 citations · 404 across the 9 of their papers we have counts for
9 papers
Distribution Alignment for Fully Test-Time Adaptation with Dynamic Online Data Streams
Ziqiang Wang, Zhixiang Chi, Yanan Wu +4
Given a model trained on source data, Test-Time Adaptation (TTA) enables adaptation and inference in test data streams with domain shifts from the source. Current methods predomina…
A Survey on Generative AI and LLM for Video Generation, Understanding, and Streaming
Pengyuan Zhou, Lin Wang, Zhi Liu +4
This paper offers an insightful examination of how currently top-trending AI technologies, i.e., generative artificial intelligence (Generative AI) and large language models (LLMs)…
Context-Aware Interaction Network for RGB-T Semantic Segmentation
Ying Lv, Zhi Liu, Gongyang Li
RGB-T semantic segmentation is a key technique for autonomous driving scenes understanding. For the existing RGB-T semantic segmentation methods, however, the effective exploration…
Salient Object Detection in Optical Remote Sensing Images Driven by Transformer
Gongyang Li, Zhen Bai, Zhi Liu +2
Existing methods for Salient Object Detection in Optical Remote Sensing Images (ORSI-SOD) mainly adopt Convolutional Neural Networks (CNNs) as the backbone, such as VGG and ResNet.…
Deep Neural Networks in Video Human Action Recognition: A Review
Zihan Wang, Yang Yang, Zhi Liu +1
Currently, video behavior recognition is one of the most foundational tasks of computer vision. The 2D neural networks of deep learning are built for recognizing pixel-level inform…
DeepTLS: comprehensive and high-performance feature extraction for encrypted traffic
Zhi Liu
Feature extraction is critical for TLS traffic analysis using machine learning techniques, which it is also very difficult and time-consuming requiring huge engineering efforts. We…