conftrace_

linear probe

34 papers

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Also known as

LP

Co-occurring keywords · papers mentioning both

representation learning (9) large language model (7) language model (5) internal representation (4) self-supervised learning (4) contrastive learning (4) linear probing (3) sparse autoencoder (3) political ideology (2) hallucination detection (2)

Papers

LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIP CVPR 2024 What Do Language Models Hear? Probing for Auditory Representations in Language Models ACL 2024 Denoising Diffusion Autoencoders are Unified Self-supervised Learners ICCV 2023 Diffused Redundancy in Pre-trained Representations NeurIPS 2023 α-ReQ : Assessing Representation Quality in Self-Supervised Learning by measuring eigenspectrum decay NeurIPS 2022 Equivariant Self-Supervised Learning: Encouraging Equivariance in Representations ICLR 2022 Probing for Labeled Dependency Trees ACL 2022 Provable Guarantees for Self-Supervised Deep Learning with Spectral Contrastive Loss NeurIPS 2021 Improving Simple Models with Confidence Profiles NeurIPS 2018