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‘Living, breathing, legacy:’ Sneak peek into the new Obama Presidential Center in Chicago
New video into the sprawling Obama Presidential Center in Chicago revealed a sneak peek of what the venue will look like, which includes everything from a full-size basketball court, a branch of the Chicago Public Library, acres of green space and a full museum highlighting Obama’s years in the White House. “It is a living, breathing legacy, because our hope is is that people bring change back to their communities,” Obama Foundation CEO Valerie Jarrett said in an interview with NBC News. The...
‘It’s undiluted Trump:’ Freedom 250 plans offer a peek at how the president might approach World Cup
‘It’s undiluted Trump:’ Freedom 250 plans offer a peek at how the president might approach World Cup Trump has found unprecedented ways to inject himself into upcoming events - Bookmark When nearly all scheduled musical performers withdrew from a concert series marking America’s 250th anniversary, citing concerns over its perceived close ties to President Donald Trump, he responded by officially taking center stage. Trump announced he would now headline the Great American State Fair,...
Take a Peek: Efficient Encoder Adaptation for Few-Shot Semantic Segmentation via LoRA
arXiv:2512.10521v2 Announce Type: replace Abstract: Few-shot semantic segmentation (FSS) aims to segment novel classes in query images using only a small annotated support set. While prior research has mainly focused on improving decoders, the encoder's limited ability to extract meaningful features for unseen classes remains a key bottleneck. In this work, we introduce \textit{Take a Peek} (TaP), a simple yet effective method that enhances encoder adaptability for both FSS and cross-domain...
Take a Peek: Efficient Encoder Adaptation for Few-Shot Semantic Segmentation via LoRA
Announce Type: replace Abstract: Few-shot semantic segmentation (FSS) aims to segment novel classes in query images using only a small annotated support set. While prior research has mainly focused on improving decoders, the encoder's limited ability to extract meaningful features for unseen classes remains a key bottleneck. In this work, we introduce \textit{Take a Peek} (TaP), a simple yet effective method that enhances encoder adaptability for both FSS and cross-domain FSS \rev{by...
PEEK: Picking Essential frames via Efficient Knowledge distillation
arXiv:2605.31029v1 Announce Type: new Abstract: Video-language models can process only a limited number of frames, making frame selection a key bottleneck for efficient video captioning. Most captioning pipelines still rely on uniform sampling, which is computationally cheap but agnostic to visual content. Adaptive frame sampling has recently emerged as a promising approach for selecting the most informative frames from a video; however, existing methods remain computationally expensive.
LIZ PEEK: Democrats must answer who they support if they abandon Israel
The Democratic Party is turning against Israel. Increasingly, Democrats running for office, kowtowing to their base, disavow any allegiance to our long-time ally in the Middle East. A recent New York Times survey found 74% of Democratic voters opposed "providing additional economic and military support to Israel", with the number even higher among young people.
LIZ PEEK: Democrats face a socialist reckoning they are too scared to stop
Democrats have a tiger by the tail. Democratic Socialists are bringing money and energy to their party, but also a growing crop of anti-American, anti-capitalist and often antisemitic candidates who scorn our country’s traditions and values. These challengers may ride today’s wave of anti-Trump sentiment, concern about AI and anger about high prices, and win in solidly Democrat areas, like Manhattan, but long term they will become an embarrassment.
Jennifer Lopez offers a poolside peek of her new $18 million L.A. mansion
Lopez shared a series of photos and videos from her weekend on Instagram, revealing a glimpse at her picturesque property and the renovations she has done since buying it last year.
Take a peek inside the private 38-acre Bahamas paradise where Donald Trump Jr got married
Donald Trump Jr. and Bettina Anderson recently celebrated their wedding at an ultra-exclusive island paradise in the Bahamas, according to multiple reports — a place many people have never seen, let alone even known about.Little Pipe Cay is a 38-acre private island in the Exumas, as the website of the Lauren Berger Collection (LBC), a luxury travel brand, describes it.The Exumas are a chain of islands and cays known for their ultra-clear water and white, sandy beaches. DONALD TRUMP JR...
Mike Tindall offers sweet rare glimpse into home life and cute nicknames with Zara
Mike Tindall offers sweet rare glimpse into home life and cute nicknames with Zara Mike Tindall, who is the son-in-law of Princess Anne, has given royal fans a peek behind the curtain into his family life with wife Zara and their children Mike Tindall has offered a rare insight into his sweet home life with wife Zara, including the heartwarming nicknames they use for each other behind closed doors. The former England rugby captain, who is the son-in-law of Princess Anne, shared that the...