User contributions for KernelChronicles
A user with 16 edits. Account created on 25 July 2025.
26 July 2025
- 13:2713:27, 26 July 2025 diff hist 0 Attention (machine learning) citation corrected. Tag: Visual edit: Switched
- 12:3612:36, 26 July 2025 diff hist +6,825 Attention (machine learning) Extended timeline with additional peer-reviewed milestones (ICCV, TPAMI, ICLR, NeurIPS, CVPR) to reflect the broader development of attention mechanisms across vision, feature selection, and graphs. All sources from reputable conferences/journals.
- 06:5906:59, 26 July 2025 diff hist +2,583 User talk:KernelChronicles →Notability: Reply Tags: Mobile edit Mobile web edit Reply
- 05:0305:03, 26 July 2025 diff hist +2,150 Talk:Attention (machine learning) →Request to update historical overview of self-attention and affinity matrices: new section current Tags: Mobile edit Mobile web edit New topic
- 04:5404:54, 26 July 2025 diff hist +1,314 User talk:KernelChronicles →Your submission at Articles for creation: Infinite Feature Selection (Inf-FS) (July 25): Reply Tags: Mobile edit Mobile web edit Reply
25 July 2025
- 11:0611:06, 25 July 2025 diff hist +2,551 m Transformer (deep learning architecture) updated the chronological order of the affinity matrix A intro 2015. Tag: Reverted
- 10:3510:35, 25 July 2025 diff hist +763 m Draft:Infinite Feature Selection (Inf-FS) Infinite Feature Selection and self-attention mechanisms
- 08:0808:08, 25 July 2025 diff hist +1,125 m Large language model →Further reading: updates
- 08:0508:05, 25 July 2025 diff hist −6 m Large language model aligned the text
- 08:0308:03, 25 July 2025 diff hist +2,122 Large language model Added mention of Infinite Feature Selection (Inf-FS) as a precursor to attention mechanisms used in LLMs, and cited recent survey work on LLM architectures for broader context.
- 07:1907:19, 25 July 2025 diff hist +3,459 m Attention (machine learning) Fixed citation formatting and resolved duplicate references for Roffo (2025); updated {{Cite arXiv}} usage and ensured consistency across references.
- 07:0207:02, 25 July 2025 diff hist +1,543 N User:KernelChronicles Creating user page to describe AI/NLP/vision-focused contributions to Wikipedia. current
- 06:0506:05, 25 July 2025 diff hist +173 Draft:Infinite Feature Selection (Inf-FS) Submitting using AfC-submit-wizard
- 06:0506:05, 25 July 2025 diff hist +94 N Draft talk:Infinite Feature Selection (Inf-FS) Adding WikiProject tags using AfC-submit-wizard
- 06:0306:03, 25 July 2025 diff hist +6,199 N Draft:Infinite Feature Selection (Inf-FS) -- Draft creation using the WP:Article wizard -- Tag: Disambiguation links added
- 05:4605:46, 25 July 2025 diff hist +315 m Attention (machine learning) Expanded history of attention mechanisms to include the foundational role of Infinite Feature Selection (Inf-FS) by Roffo et al. (ICCV 2015, 2017, TPAMI 2021) in introducing affinity matrix-based contextual weighting. Added reference to the 2025 arXiv paper reviewing the mathematical origins of self-attention. Removed outdated or redundant citations.
