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20192026
most citedMultitask Learning of Temporal Connectionism in Convolutional Networks using a Joint Distribution Loss Function to Simultaneously Identify Tools and Phase in Surgical Videos

13 citations · 35 across the 10 of their papers we have counts for

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cs.LG2026

LORA-CRAFT: Cross-layer Rank Adaptation via Frozen Tucker Decomposition of Pre-trained Attention Weights

Kasun Dewage, Marianna Pensky, Suranadi De Silva +1

We introduce LoRA-CRAFT (\textbf{C}ross-layer \textbf{R}ank \textbf{A}daptation via \textbf{F}rozen \textbf{T}ucker), abbreviated CRAFT throughout, an extremely parameter-efficient…

cs.LG2023

Determinantal Point Process Attention Over Grid Cell Code Supports Out of Distribution Generalization

Shanka Subhra Mondal, Steven Frankland, Taylor Webb +1

Deep neural networks have made tremendous gains in emulating human-like intelligence, and have been used increasingly as ways of understanding how the brain may solve the complex c…