It’s All Connected: A Journey Through Test-Time Memorization, Attentional Bias, Retention, and Online Optimization

Paper-reading notes: MIRAS
December 6, 2025 | 923 words | Author: Tan Ke

FNet: Mixing Tokens with Fourier Transforms

Paper-reading notes: FNet
December 5, 2025 | 470 words | Author: Tan Ke

Linformer: Self-Attention with Linear Complexity

Paper-reading notes: Linformer
December 4, 2025 | 236 words | Author: Tan Ke

Rethinking Attention with Performers

Paper-reading notes: Performers
December 3, 2025 | 499 words | Author: Tan Ke

On the Representational Capacity of Neural Language Models with Chain-of-Thought Reasoning

Paper-reading notes: On the Representational Capacity of Neural Language Models with Chain-of-Thought Reasoning
December 1, 2025 | 462 words | Author: Tan Ke

What Formal Languages Can Transformers Express? A Survey

Paper-reading notes: What Formal Languages Can Transformers Express? A Survey
November 30, 2025 | 327 words | Author: Tan Ke

ATLAS: Learning to Optimally Memorize the Context at Test Time

Paper-reading notes: ATLAS
November 29, 2025 | 628 words | Author: Tan Ke

Solving olympiad geometry without human demonstrations

Paper-reading notes: AlphaGeometry
November 28, 2025 | 522 words | Author: Tan Ke

Formal Mathematical Reasoning A New Frontier in AI

Paper-reading notes: Formal Mathematical Reasoning A New Frontier in AI
November 27, 2025 | 347 words | Author: Tan Ke

Titans: Learning to Memorize at Test Time

Paper-reading notes: Titans
November 26, 2025 | 916 words | Author: Tan Ke