PsyPost

Correlation vs causation: what they mean and why the difference matters

Stop falling for misleading headlines. Understand the difference between correlation and causation, and learn how researchers prove real scientific facts.
GitHub

TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently ...

TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. Tensor ...
GitHub

FlexAM: Flexible Appearance-Motion Decomposition for Versatile Video Generation Control

📢 System Requirements: Both the official Python inference code and the ComfyUI workflow were tested on Ubuntu 20.04 with Python 3.10, PyTorch 2.5.1, and CUDA 12.1 on an NVIDIA A800 GPU. Before ...
IEEE

FD-DeCap: A Front-Door Causal Inference-based Framework for Debiasing Automatic Audio Captioning

Abstract: Automatic Audio Captioning (AAC) aims at generating natural language descriptions for audio content. However, existing methods are often affected by latent confounders and spurious ...
IEEE

Applying Causal Machine Learning to Spatiotemporal Data Analysis: An Investigation of Opportunities and Challenges

Abstract: Traditional spatiotemporal data analysis often relies on predictive models that overlook causal relationships, making it difficult to identify true drivers and formulate effective ...