Poster++: A simpler and stronger facial expression recognition network

J Mao, R Xu, X Yin, Y Chang, B Nie, A Huang… - Pattern Recognition, 2024 - Elsevier
The POSTER has achieved SOTA performance in facial expression recognition (FER) by
effectively combining facial landmarks and image features through its two-stream pyramid …

Re-labeling imagenet: from single to multi-labels, from global to localized labels

S Yun, SJ Oh, B Heo, D Han… - Proceedings of the …, 2021 - openaccess.thecvf.com
ImageNet has been the most popular image classification benchmark, but it is also the one
with a significant level of label noise. Recent studies have shown that many samples contain …

Adamp: Slowing down the slowdown for momentum optimizers on scale-invariant weights

B Heo, S Chun, SJ Oh, D Han, S Yun, G Kim… - arXiv preprint arXiv …, 2020 - arxiv.org
Normalization techniques are a boon for modern deep learning. They let weights converge
more quickly with often better generalization performances. It has been argued that the …

[HTML][HTML] A hybrid model of ghost-convolution enlightened transformer for effective diagnosis of grape leaf disease and pest

X Lu, R Yang, J Zhou, J Jiao, F Liu, Y Liu, B Su… - Journal of King Saud …, 2022 - Elsevier
Disease and pest are the main factors causing grape yield reduction. Correct and timely
identification of these symptoms are necessary for the vineyard. However, the commonly …

DSResSol: A sequence-based solubility predictor created with Dilated Squeeze Excitation Residual Networks

M Madani, K Lin, A Tarakanova - International Journal of Molecular …, 2021 - mdpi.com
Protein solubility is an important thermodynamic parameter that is critical for the
characterization of a protein's function, and a key determinant for the production yield of a …

UC-NfNet: Deep learning-enabled assessment of ulcerative colitis from colonoscopy images

M Turan, F Durmus - Medical Image Analysis, 2022 - Elsevier
Ulcerative colitis (UC) belongs to the inflammatory bowel disease (IBD) family, which is
mainly caused by inflammation of the tissue in the colon and rectum. The severity of this …

An enhanced real-time human pose estimation method based on modified YOLOv8 framework

C Dong, G Du - Scientific Reports, 2024 - nature.com
The objective of human pose estimation (HPE) derived from deep learning aims to
accurately estimate and predict the human body posture in images or videos via the …

Rethinking bias mitigation: Fairer architectures make for fairer face recognition

S Dooley, R Sukthanker, J Dickerson… - Advances in …, 2024 - proceedings.neurips.cc
Face recognition systems are widely deployed in safety-critical applications, including law
enforcement, yet they exhibit bias across a range of socio-demographic dimensions, such as …

A Review of Deep Learning Advancements in Road Analysis for Autonomous Driving

AP Botezatu, A Burlacu, C Orhei - Applied Sciences, 2024 - mdpi.com
The rapid advancement of autonomous vehicle technology has brought into focus the critical
need for enhanced road safety systems, particularly in the areas of road damage detection …

An enhanced detector for vulnerable road users using infrastructure-sensors-enabled device

J Shi, D Sun, M Kieu, B Guo, M Gao - Sensors, 2023 - mdpi.com
The precise and real-time detection of vulnerable road users (VRUs) using infrastructure-
sensors-enabled devices is crucial for the advancement of intelligent traffic monitoring …