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latent space geometry

8 papers

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latent space (3) variational autoencoder (2) semantic representation (2) representation learning (2) mixup training (1) pullback metric (1) multimodal embedding (1) linear separability (1) group robustness (1) adversarial autoencoder (1)

Papers

Mitigating Spurious Correlations in Text Classification Using Latent Space Geometry ACL 2026 Is CLIP ideal? No. Can we fix it? Yes! ICCV 2025 Large Language Models Encode Semantics and Alignment in Linearly Separable Representations IJCNLP 2025 Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models CVPR 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