"downstream task evaluation" Papers

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A General Framework for Producing Interpretable Semantic Text Embeddings

Yiqun Sun, Qiang Huang, Yixuan Tang et al.

ICLR 2025arXiv:2410.03435
8
citations

Are Sparse Autoencoders Useful? A Case Study in Sparse Probing

Subhash Kantamneni, Josh Engels, Senthooran Rajamanoharan et al.

ICML 2025arXiv:2502.16681
56
citations

Should VLMs be Pre-trained with Image Data?

Sedrick Keh, Jean Mercat, Samir Yitzhak Gadre et al.

ICLR 2025arXiv:2503.07603

Fast Context-Based Low-Light Image Enhancement via Neural Implicit Representations

Tomáš Chobola, Yu Liu, Hanyi Zhang et al.

ECCV 2024arXiv:2407.12511
28
citations