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Beyond Universality: The GCC-FER Dataset and Culture-Aware Adaptation for Dynamic Facial Expression Recognition
arXiv:2606.07063v1 Announce Type: cross Abstract: Dynamic Facial Expression Recognition (DFER) is a key enabling technology in affective computing, human-computer interaction, and intelligent multimedia systems. Despite the significant influence of cultural nuances on FER performance, most existing FER systems assume that emotional expressions are universally consistent across populations. This variation can be attributed to systematic differences in facial muscle activation patterns across...
Facial Expression Recognition in the Deep Learning Era: A Systematic Multi-Criteria Review of Methods, Models, Datasets, Performance, Challenges, and Future Research Directions
new Abstract: Facial Expression Recognition (FER) has advanced rapidly over the last decade, driven by the shift from handcrafted descriptors and shallow classifiers to deep convolutional, attention-based, vision-language, and foundation-model architectures, and by the parallel growth of large-scale in-the-wild benchmarks spanning categorical, dimensional, compound, micro-expression, Action Unit (AU), and intensity-estimation tasks. Yet the deep learning-based FER landscape has so far been...
Forecast evaluation report – June 2026
Forecast evaluation report – June 2026 Our annual Forecast evaluation report (FER) examines how our forecasts compare to subsequent outturn data and identifies lessons for future forecasts. This report focuses on the performance of our July 2020, March 2023, and March 2024 economic and fiscal forecasts for the fiscal year 2024-25 against the latest outturn data.
Modulation of Ferroptosis During Early Mycobacterium tuberculosis Infection Contributes to Beijing Lineage Strain SA161 Virulence
Although spread of internalized Mtb from the initial infected alveolar macrophages (AMs) is a crucial determinant of infection outcomes, the role of cell death in facilitating this spread, and how it is regulated by Mtb remains poorly understood. Ferroptosis, a lipid peroxidation-mediated form of necrotic cell death, contributes to pathology during later stages of infection. However, the role of ferroptosis in early AM cell death remains inadequately defined, and its induction during...
Minhas' match-winning debut earns praise from Australia's Renshaw
Minhas' match-winning debut earns praise from Australia's Renshaw May 31 : Australian batter Matt Renshaw praised spinner Arafat Minhas after the teenager led Pakistan to a comfortable five-wicket win over Australia on his one-day international debut in Rawalpindi on Saturday. The 19-year-old claimed five wickets for 32 runs before hitting the final delivery for six to claim man-of-the-match honours as Pakistan cruised to victory in the first of three meetings between the teams. "The...