Modern transformers pair impressive capabilities with substantial memory and compute demands. Low-rank weight factorization reduces both while keeping the matrices dense, and thus efficient on standard hardware. Existing methods, however, choose the subspace to remove from each weight matrix with local closed-form crit...
Massimo Bini, Anders Christensen, S. Alaniz et al.· 0 citations
The 10th AI City Challenge, held with ECCV 2026, marks a decade of community benchmarking for intelligent transportation, smart cities, and physical AI with 325 registered teams, and participation from 26 countries and regions, up from 15.
Zheng-Hang Tang, Shuo Wang, David C. Anastasiu et al.· 8 citations· ⚡2
This work introduces XTC (Exclude Top Choices), a lightweight head-aware decoding operator that targets this regime of open-ended generation in which several continuations are plausible but too much probability mass remains concentrated on the most generic choice.
Philippe Weidmann, Allen G. Roush, Judah Goldfeder et al.· 0 citations
Don't Repeat Yourself (DRY), a sampling-time logit adjustment that penalizes a candidate token only when generating it would extend the current suffix into an exact continuation of a span seen earlier in the context, is proposed.
Philippe Weidmann, Allen G. Roush, Judah Goldfeder et al.· 1 citation
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