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Open Graph

title

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Deformable Neural Radiance Fields creates free-viewpoint portraits (nerfies) from casually captured videos.

image

site name

author

updated

2026-03-01 18:00:50

raw text

SPARSECL: Sparse Contrastive Learning for Contradiction Retrieval More Research Fast Similarity Search Video Physics Universal Discriminator SENT Task Generalization SparseCL Sparse Contrastive Learning for Contradiction Retrieval Haike Xu 1 * , Zongyu Lin 2 * , Kaiwei Chang 2 , Yizhou Sun 2 Piotr Indyk 1 ( * Equal Contribution) 1 MIT EECS , 2 University of California, Los Angeles , arXiv Code Data 🤗 Model Contradiction retrieval is an important task but current methods (Cross-Encoders and Bi-Encoder + similarity search) suffer from either low retrieval quality or inefficiency. SparseCL leverages specially trained sentence embeddings designed to preserve subtle, contradictory nuances between sentences and use a combined metric of cosine similarity and sparsity to efficiently identify and retrieve documents that con...

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