conftrace_

latent space geometry

9 papers

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Co-occurring keywords

latent space (854) linear separability (21) variational autoencoder (1288) semantic representation (497) representation learning (6206) mixup training (16) pullback metric (2) multimodal embedding (56) safety guardrail (17) group robustness (21)

Papers

Mitigating Spurious Correlations in Text Classification Using Latent Space Geometry ACL 2026

Is CLIP ideal? No. Can we fix it? Yes! ICCV 2025

Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models CVPR 2025

Large Language Models Encode Semantics and Alignment in Linearly Separable Representations IJCNLP 2025

Large Language Models Encode Semantics and Alignment in Linearly Separable Representations AACL 2025

Adversarial robustness of VAEs through the lens of local geometry AISTATS 2023

Unveiling the Latent Space Geometry of Push-Forward Generative Models ICML 2023

Pulling back information geometry AISTATS 2022

Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer NAACL 2022