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online learning (2) relevance criterion (1) clustered learning (1) small language model (1) subspace regularization (1) hallucination filter (1) document generation (1) hypothetical document (1) geometric regularization (1) weight clustering (1)

Papers

Detecting Out-of-Distribution Through the Lens of Neural Collapse CVPR 2025 GOLFer: Smaller LMs-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information Retrieval ACL 2025 The Orthogonality of Weight Vectors: The Key Characteristics of Normalization and Residual Connections IJCAI 2024 Block and Subword-Scaling Floating-Point (BSFP) : An Efficient Non-Uniform Quantization For Low Precision Inference ICLR 2023 Subspace Regularizers for Few-Shot Class Incremental Learning ICLR 2022 Low-loss connection of weight vectors: distribution-based approaches ICML 2020 Learning via Gaussian Herding NeurIPS 2010 Adaptive Regularization of Weight Vectors NeurIPS 2009 Clustered Multi-Task Learning: A Convex Formulation NeurIPS 2008 Variable Selection Using SVM-based Criteria JMLR 2003