Author: Awais

[Submitted on 11 Nov 2025 (v1), last revised 13 Dec 2025 (this version, v3)] View a PDF of the paper titled DiffRegCD: Integrated Registration and Change Detection with Diffusion Features, by Seyedehanita Madani and 2 other authors View PDF HTML (experimental) Abstract:Change detection (CD) is fundamental to computer vision and remote sensing, supporting applications in environmental monitoring, disaster response, and urban development. Most CD models assume co-registered inputs, yet real-world imagery often exhibits parallax, viewpoint shifts, and long temporal gaps that cause severe misalignment. Traditional two stage methods that first register and then detect, as well as recent joint frameworks…

Despite changing its name and using decidedly bird-free branding, X is trying to hold on to its original Twitter trademarks, TechCrunch reports. The xAI-owned social media platform has updated its terms of service to include references to Twitter after previously only mentioning X, and seemingly attempted to counter a startup’s petition to cancel the company’s Twitter trademarks with a petition of its own.The startup X appears to be responding to is Operation Bluebird, a company cofounded by former Twitter general counsel Stephen Coates that went public last week with plans to capture what remains of Twitter for its own use.…

NASA’s Mars Reconnaissance Orbiter (MRO) has been flying our the red planet for the last 20 years, beaming back images of its surface captured by its High Resolution Imaging Science Experiment (HiRISE) camera. This week, NASA’s Jet Propulsion Laboratory (JPL), which oversees Mars missions, shared the 100,000th image taken by HiRISE and posted it along with a selection of other Mars images snapped by the camera over the last two decades. You can see them in the post below. The remarkable images include everything from impact craters and sand dunes to ice deposits and even potential landing sites for future…

These crackers are easy to make with just a few ingredients.Any buttery cracker like Club or Ritz works, making the recipe flexible.A sprinkle of brown sugar adds flavor, and a dash of spice can give them an extra kick. I’m always on the hunt for interesting snacks. I especially love snacks that can be used in a variety of settings, like after school or as a game day appetizer. These millionaire crackers fit the bill perfectly. They’re easy enough for any time but feel special enough for a party. I can eat half a pan of them by myself (I…

Reddit is an online forum that’s part search engine, part social network.  Millions of people use it to swap advice, review products, and argue about virtually every topic under the sun. It all happens inside niche communities called subreddits.  All this makes it a powerful place for Reddit marketing. As long as you know how to play by its rules, that is.  The No. 1 rule? You can’t treat Reddit like another broadcast channel. Users hate obvious self-promotion and call out spam instantly. They reward brands that show up to add value, so just popping in and dropping links won’t…

SEO keyword research tools are essential for marketing teams looking to level up their content. Keyword research software can help identify search opportunities that align with a business’ offerings. That SEO strategy is crucial — nearly one-third of internet users 16 or older discover new brands through search engines.

article about SVM, the next natural step is Kernel SVM. At first sight, it looks like a completely different model. The training happens in the dual form, we stop talking about a slope and an intercept, and suddenly everything is about a “kernel”. In today’s article, I will make the word kernel concrete by visualizing what it really does. There are many good ways to introduce Kernel SVM. If you have read my previous articles, you know that I like to start from something simple that you already know. A classic way to introduce Kernel SVM is this: SVM is…

One major issue facing artificial intelligence is the interaction between a computer’s memory and its processing capabilities. When an algorithm is in operation, data flows rapidly between these two components. However, AI models rely on a vast amount of data, which creates a bottleneck. A new study, published on Monday in the journal Frontiers in Science by Purdue University and the Georgia Institute of Technology, suggests a novel approach to building computer architecture for AI models using brain-inspired algorithms. The researchers say that creating algorithms in this manner could reduce the energy costs associated with AI models. “Language processing models have grown…

I grew up in a family that regularly ate seafood, but other than a brief phase of liking lobster when I was 5, it never appealed to me. No matter how it was prepared, something about the look, smell, and texture of fish and shellfish always made me queasy. But my feelings toward seafood changed two years ago when I tried caviar at a dinner party. I put a tiny spoonful on a potato chip, took a bite, and fell in love. It didn’t smell funky, it didn’t have a fishy taste—just nice and salty. This was the kind of…

Ginny Marvin, Google’s Ads Liaison, is clarifying how keyword match types interact with AI Overviews (AIO) and AI Mode ad placements — addressing ongoing confusion among advertisers testing AI Max and mixed match-type setups. Why we care. As ads expand into AI-powered placements, advertisers need to understand which keywords are eligible to serve — and when — to avoid unintentionally blocking reach or misreading performance. Back in May. Responding to questions from Marketing Director Yoav Eitani, Marvin confirmed that an ad can serve either above or below an AI Overview or within the AI Overview — but not both in…