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OASIS: Outlier-Aware LUT-Based GEMM with Dual-Side Quantization for LLM Inference Acceleration
arXiv:2507.23035v4 Announce Type: replace Abstract: Large language models (LLMs) have demonstrated impressive capabilities across a wide range of applications, but demand substantial memory and compute resources during inference. Existing quantization methods expose a trade-off between efficiency and accuracy: weight-only quantization (WOQ) incurs costly dequantization overheads, while integer weight-and-activation quantization (INT-WAQ) reduces precision and degrades model quality....
OASIS: From Simulation Data Collection to Real-World Humanoid Loco-Manipulation
arXiv:2606.08548v1 Announce Type: new Abstract: Recent progress in robot manipulation has been largely driven by learning from large-scale demonstrations. For humanoid robot loco-manipulation tasks, however, existing data sources force an unsatisfying tradeoff between trajectory quality and scalability.
‘I can gauge John’s reaction: that’s good, stick that in’: Paul McCartney on how old bandmates – and Oasis – inspired his nostalgic new album
At 83, McCartney is looking back for his 18th solo LP, to formative flirtations, family singalongs, even his own birth – and the febrile times that mirror our own. It’s given him ‘every hope that we’ll get through’• Alexis Petridis reviews The Boys of Dungeon Lane: ‘At 83, his gift for melody still astounds’‘How far do you want to go back?” In his office overlooking Soho Square in London, Paul McCartney and I sit together on a small sofa, reminiscing. The room smells deep and resinous and...
Actor Tate Donovan sells lush oasis in Texas Hill Country after big price cut
“The O.C.” star Tate Donovan has officially sold his “extraordinary” Texas dwelling—just two months after bringing the property to the market for $1.9 million.
‘My life is about beauty’: Julie Newmar at 92 on shocking the world as Catwoman – and caring for her son
She starred in Seven Brides for Seven Brothers, had to stoop when she danced with Fred Astaire, then became world-famous – and a gay icon – in the original Batman series. But her life behind the scenes has been just as interesting ... Julie Newmar is showing me her secret garden: an oasis of greenery around her house in Brentwood, Los Angeles, that is crammed with trees, flowers, sculptures and labyrinthine paths.
From barren shores to green oases: how a surfer looking for shade ended up transforming Costa Rica’s coastline
A grassroots project has turned deforested beaches into thriving ecosystems by planting 100,000 native treesPointing to a photograph of dry brown long grass hugging the shoreline, Gerardo Bolaños stands in front of a green oasis of seedlings and trees potted in black plastic bags. “This is what Playa Guiones looked like when we started in 2011,” says the executive director of Costas Verdes, a Costa Rican nonprofit. As howler monkeys growl in the background, Bolaños points to the picture next...
Paul McCartney’s inspiration – and what’s been lost to the boys of Dungeon Lane | Letters
Readers respond to an interview with Paul McCartney in which he reflects on memories of and inspiration found in Liverpool The area around Dungeon Lane near Speke, Liverpool, which was such an inspiration for Paul McCartney (‘I can gauge John’s reaction: that’s good, stick that in’: Paul McCartney on how old bandmates – and Oasis – inspired his nostalgic new album, 29 May), provides a good example of what is happening to our green spaces and natural habitats. In 2019, in spite...
WNBA Power Rankings: Welcome to the top 2, Dallas
A year ago on this date, the Dallas Wings were 1-9. They would not get to double-digit victories until the last day of the season, Sept. 11, when they finished 10-34. After trudging through that victory desert, 2026 has been like an oasis.