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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets
arXiv:2606.07032v1 Announce Type: new Abstract: Zero-Shot Composed Image Retrieval (ZS-CIR) aims to retrieve a target image based on a query composed of a reference image and a relative caption without training samples. Existing ZS-CIR datasets often suffer from complete irrelevance between reference and target images due to noisy image sources, and do not achieve a true zero-shot scenario as they use public image datasets that models like CLIP have been trained on. To tackle these...
Back to Point: Exploring Point-Language Models for Zero-Shot 3D Anomaly Detection
arXiv:2603.21511v2 Announce Type: replace Abstract: Zero-shot (ZS) 3D anomaly detection is crucial for reliable industrial inspection, as it enables detecting and localizing defects without requiring any target-category training data. Existing approaches render 3D point clouds into 2D images and leverage pre-trained Vision-Language Models (VLMs) for anomaly detection. However, such strategies inevitably discard geometric details and exhibit limited sensitivity to local anomalies.
ConTrans: Learning Text-enhanced Local-global Temporal Representations for Zero-shot Temporal Action Localization
arXiv:2605.30689v1 Announce Type: new Abstract: Zero-shot Temporal Action Localization (ZS-TAL) aims to detect and locate previously unseen actions in untrimmed videos. However, existing approaches primarily focus on modeling long-range contextual information, often neglecting the critical relative-offset-based local correlations between video frames. Furthermore, their performance is hindered by limited feature representation capabilities due to the shallow nature of their network...
Zeroserve: A zero-config web server you can script with eBPF
zeroserve is a small, fast, zero-config HTTPS server. You hand it a tarball of a website and it serves it - over HTTP/2 and TLS 1.3, with hot reload and a tiny resident footprint. The twist is that you can drop eBPF programs into the tarball and they run on every request, in userspace, as sandboxed middleware - rewriting, authenticating, and rate-limiting requests, or reverse-proxying them to a backend when you want it to act as a gateway in front of your app.
Young Australians reject budget as One Nation popularity climbs further
Young Australians reject budget, One Nation popularity climbs further in new poll Sun 31 May 2026 at 9:09pm In short: Labor's budget has been poorly received across all demographics, according to a Redbridge poll. One Nation's primary vote continues to climb and now leads against both major parties.. Pollster Tony Barry says Labor has "a lot of ground to cover" to improve voter perceptions.
Hungarian government to amend constitution to allow removal of president
At a press conference outside the Sándor Palace, Prime Minister Péter Magyar outlined Tamás Sulyok’s failings and announced plans to amend Hungary's Fundamental Law to allow for his removal. Hungarian Prime Minister Péter Magyar has proposed amending the country's constitution to allow for the removal of its appointed president, potentially paving the way for direct elections. "Just as Viktor Orbán has abandoned the Hungarian people, so Tamás Sulyok, whom he appointed, has abandoned the...
Viral Jeffrey Epstein lookalike announces run for Palm Beach mayor, promises free Botox and bagels
A viral internet lookalike, free Botox and imported New York bagel water are not usually the ingredients of a mayoral campaign.Peter Simel, the Florida man who went viral earlier this year as "Palm Beach Pete" over his uncanny resemblance to disgraced financier Jeffrey Epstein, says he is now "seriously considering" a run for mayor of Palm Beach — with a platform centered around "living your best life."Simel's social media following exploded into the hundreds of thousands after a viral video...
Every Byte Matters
Every byte matters Published 2026-06-01 on Farid Zakaria's Blog I have spent a large portion of my career working in Java. In that time, you get used to huge classes. Just add a new method and field to the class.
Smokin' Charley Hull gets off to a fast start at U.S. Women's Open before fading, Stephen A weight loss & MEAT
Welcome in to another edition of Friday Screencaps where I address my 16th wedding anniversary with Mrs. Screencaps and we check in with Smokin' Charley Hull at the U.S. Women's Open to see if she's returned to smoking cigs at a tournament as the pressure mounts. First, I would be a complete moron if I didn't mention the anniversary thing. Last week, Mrs. Screencaps and I started to build a plan for the evening and where we might want to go to dinner with our boys.