The Hidden Edge: Nine Years Of Market Outperformance From Forensic Value Investing

Forensic value portfolios using Beneish, Altman, Ohlson, and Montier algorithms have outperformed the S&P 500 since 2017.
eLife

Celldetective, an AI-enhanced image analysis tool for unraveling dynamic cell interactions

Celldetective is an open-source software integrating segmentation, tracking, and event detection to perform high-throughput end-to-end study of dynamic cell interactions, without requiring coding ...
GitHub

ARDY: Autoregressive Diffusion with Hybrid Representation for Interactive Human Motion Generation

ARDY is an autoregressive diffusion model designed for interactive motion generation, supporting online text prompting and flexible long-horizon kinematic constraints (root paths/waypoints, full-body ...
GitHub

Improving and Evaluating Hand-Object Interaction Detection

HOI-DETR is a transformer-based framework for detecting hands, hand-held objects, and their interactions in images and video. Built on the Co-DETR architecture, it adds a lightweight interaction ...
Frontiers

Integrative and interpretable machine learning framework for early non-invasive detection of clinically significant liver fibrosis

Continuous variables were compared using one-way ANOVA for normally distributed data or Mann–Whitney U test otherwise. The categorical variables were compared using chi-square analysis, and ...
Frontiers

Improved YOLOv8 method for photovoltaic panel surface state detection integrating spatial-to-depth convolution and Wise-IoU

Table 3 reports the performance of different ablation settings in terms of mAP50, mAP50-95, Precision, and Recall, while Figures 8 – 10 present detection result comparisons for three representative ...