Frontiers

Causal Machine Learning for Treatment Selection and Outcome Optimization in Mood Disorders

Mood disorders represent a major global burden and are characterized by substantial heterogeneity in symptom profiles, treatment response, and clinical ...
GitHub

NeoVerse: Enhancing 4D World Model with in-the-wild Monocular Videos

NeoVerse is a versatile 4D world model that is capable of 4D reconstruction, novel-trajectory video generation, and rich downstream applications. We have tested NeoVerse on CUDA 12.1 with PyTorch ...
GitHub

causal_conv1d_triton.py

# Adapted from https://github.com/Dao-AILab/causal-conv1d/blob/main/causal_conv1d/causal_conv1d_interface.py # and https://github.com/vllm-project/vllm/blob/main/vllm ...
IEEE

Intent Based Knowledge Graph Aware Recommender System with Causal Inference

Abstract: Knowledge graph (KG) shows great potential in recommender systems. Existing KG-based methods enrich the representation of user or item by extracting KG information through item-entity ...