2 citations · 2 across the 2 of their papers we have counts for
3 papers
cs.LG2026
Model Capacity Determines Grokking through Competing Memorisation and Generalisation Speeds
Yiding Song, Hanming Ye
Existing accounts of grokking explain the phenomena in terms of mechanistic frameworks such as circuit efficiency or lazy-to-rich transitions. However, despite a known dependence b…
cs.LG2025
Pruning Increases Orderedness in Recurrent Computation
Yiding Song
Inspired by the prevalence of recurrent circuits in biological brains, we investigate the degree to which directionality is a helpful inductive bias for artificial neural networks.…
astro-ph.IM2024★ 2 cited
PAPERCLIP: Associating Astronomical Observations and Natural Language with Multi-Modal Models
Siddharth Mishra-Sharma, Yiding Song, Jesse Thaler
We present PAPERCLIP (Proposal Abstracts Provide an Effective Representation for Contrastive Language-Image Pre-training), a method which associates astronomical observations image…