Identifiable Latent Neural Causal Models

23 March 2024

Papers citing "Identifiable Latent Neural Causal Models"

5 / 5 papers shown

Title
Negate or Embrace: On How Misalignment Shapes Multimodal Representation Learning Yichao Cai Yuhang Liu Erdun Gao T. Jiang Zhen Zhang Anton van den Hengel J. Shi 62 0 0 14 Apr 2025
I Predict Therefore I Am: Is Next Token Prediction Enough to Learn Human-Interpretable Concepts from Data? Yuhang Liu Dong Gong Erdun Gao Zhen Zhang Biwei Huang Mingming Gong Anton van den Hengel Javen Qinfeng Shi J. Shi 148 0 0 12 Mar 2025
Linear causal disentanglement via higher-order cumulants Paula Leyes Carreno Chiara Meroni A. Seigal CML 36 0 0 05 Jul 2024
CLAP: Isolating Content from Style through Contrastive Learning with Augmented Prompts Yichao Cai Yuhang Liu Zhen Zhang Javen Qinfeng Shi CLIP VLM 24 5 0 28 Nov 2023
Latent Hierarchical Causal Structure Discovery with Rank Constraints Biwei Huang C. Low Feng Xie Clark Glymour Kun Zhang CML 68 40 0 01 Oct 2022