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Academic · 약 1분

DreamReader: An Interpretability Toolkit for Text-to-Image Models

arXiv:2603.13299v1 Announce Type: new Abstract: Despite the rapid adoption of text-to-image (T2I) diffusion models, causal and representation-level analysis remains fragmented and largely limited to isolated …

Nirmalendu Prakash, Narmeen Oozeer, Michael Lan, Luka Samkharadze, Phillip Howard, Roy Ka-Wei Lee, Dhruv Nathawani, Shivam Raval, Amirali Abdullah
조회수 72회
Academic · 약 1분

Evidence-based Distributional Alignment for Large Language Models

arXiv:2603.13305v1 Announce Type: new Abstract: Distributional alignment enables large language models (LLMs) to predict how a target population distributes its responses across answer options, rather …

Viet-Thanh Pham, Lizhen Qu, Zhuang Li, Gholamreza Haffari
조회수 37회
Academic · 약 1분

Neural Approximation and Its Applications

arXiv:2603.13311v1 Announce Type: new Abstract: Multivariate function approximation is a fundamental problem in machine learning. Classic multivariate function approximations rely on hand-crafted basis functions (e.g., …

Wei-Hao Wu, Ting-Zhu Huang, Xi-Le Zhao, Yisi Luo, Deyu Meng
조회수 41회
Academic · 약 1분

Linear Predictability of Attention Heads in Large Language Models

arXiv:2603.13314v1 Announce Type: new Abstract: Large language model (LLM) inference is increasingly bottlenecked by the Key-Value (KV) cache, yet the fine-grained structure of attention-head activations …

Khalid Shaikh, Asmit Kumar Singh, Rebecca Christopher Dsouza, Shikhar Shiromani
조회수 35회
Academic · 약 1분

Modular Neural Computer

arXiv:2603.13323v1 Announce Type: new Abstract: This paper introduces the Modular Neural Computer (MNC), a memory-augmented neural architecture for exact algorithmic computation on variable-length inputs. The …

Florin Leon
조회수 66회
Academic · 약 1분

The Challenge of Out-Of-Distribution Detection in Motor Imagery BCIs

arXiv:2603.13324v1 Announce Type: new Abstract: Machine Learning classifiers used in Brain-Computer Interfaces make classifications based on the distribution of data they were trained on. When …

Merlijn Quincent Mulder, Matias Valdenegro-Toro, Andreea Ioana Sburlea, Ivo Pascal de Jong
조회수 32회
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