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Medieval King Arthur manuscript could fetch £2m at auction
A richly illuminated medieval manuscript containing early versions of the Merlin and Grail legends is set to be auctioned. The tome, which features detailed illustrations such as Merlin as a shape-shifting stag and the Knights of the Round Table, has been kept in private hands for over 700 years. The manuscript is estimated to fetch around £2 million.
Gordon S Wood, Pulitzer-prize winning historian, dies after being struck by a car in Rhode Island
A renowned academic, Wood was hit by a car as he was crossing a supermarket’s parking lot and later died of the injuriesGordon S Wood, a Pulitzer prize-winning author and historian, was killed on Sunday when he was struck by a car in a supermarket parking lot in Rhode Island. Wood, 92, won the Pulitzer in 1993 in the history category for The Radicalisation of the American Revolution, a landmark tome that advanced the theory of the break with Britain being at least as much of an internal...
Medieval King Arthur manuscript could fetch £2m at auction
A richly illuminated medieval manuscript containing early versions of the Merlin and Grail legends is set to be auctioned. The tome, which has been in private hands for over 700 years, features detailed illustrations, including Merlin as a shape-shifting stag and the Knights of the Round Table. Experts suggest the manuscript could fetch a price of £2 million at auction.
Gordon S Wood, Pulitzer-prize winning historian, dies after being struck by a car in Rhode Island
A renowned academic, Wood was hit by a car as he was crossing a supermarket’s parking lot and later died of the injuriesGordon S Wood, a Pulitzer prize-winning author and historian, was killed on Sunday when he was struck by a car in a supermarket parking lot in Rhode Island. Wood, 92, won the Pulitzer in 1993 in the history category for The Radicalism of the American Revolution, a landmark tome that advanced the theory of the break with Britain being at least as much of an internal social...
UN warns of 'deepening crisis' in oceans, urges action
UN warns of 'deepening crisis' in oceans, urges action Andrew Zinin Lead Editor Oceans are in a "deepening crisis" that demands urgent global action, a major U.N. report warned Monday, with seas warming and rising faster, ice cover shrinking, and marine ecosystems under mounting strain. The culmination of five years of work by 600 international scientists, the 1,352-page tome details the growing toll of climate change, pollution and overfishing in our oceans, which cover more than 70% of the...
Pruning Deep Neural Networks via the Marchenko--Pastur Distribution
Announce Type: new Abstract: We study a Marchenko--Pastur (MP) random-matrix approach to pruning deep neural networks with very small post-pruning fine-tuning budgets. The main practical contribution is accuracy retention under short calibration and fine-tuning schedules, rather than a long post-pruning reoptimization pipeline. The theory gives deterministic data-path certificates: if the removed component $R$ has small propagated logit effect $L_s \| R \psi_1(s) \|_\infty$, pruning...
RAPID: Layer-Wise Redundancy-Aware Pruning and Importance-Driven Token Merging for Efficient ViT
arXiv:2606.08156v1 Announce Type: new Abstract: Vision Transformers (ViTs) achieve strong performance but suffer from high computational costs due to quadratic self-attention complexity. Although token reduction techniques such as pruning and merging mitigate this, they typically overlook how representations evolve across network depth. We propose RAPID, a depth-aware token reduction framework that adapts reduction strategies to the layer-wise characteristics of token representations.