论文作者团队简介：本文第一作者周鑫，共同第一作者梁定康，均为华中科技大学博士生，导师为白翔教授。合作者包括华中科技大学陈楷锦、冯天瑞、林鸿 凯，旷视科技陈习武、丁宜康、谭飞杨和香港大学赵恒爽助理教授。 在 HunyuanVideo 上， EasyCache 在复杂场景下保持与原视频的一致外观，同时显著加速 1. 研究背景与动机 近年来，随着扩散模型（Diffusion Models）和扩散 Transformer（DiT）在视频生成领域的广泛应用，AI 合成视频的质量和连贯性有了飞跃式提升。像 OpenAI Sora、HunyuanVideo、Wan2.1 等大模型，已经能够生成结构清晰、细节丰富且高度连贯的长视频内容，为数字内容创作、虚拟世界和多媒体娱乐带来了巨大变 革。 但与此同时，推理慢、算力消耗高的问题也日益突出。以 HunyuanVideo 为例，生成一个 5 秒、720P 分辨率的视频，单次推理在单张 H20 上需要 2 小时。这种高 昂的资源代价，极大限制了扩散视频生成技术在实时互动、移动端和大规模生产场景的应用落地。 造成这一瓶颈的核心原因，是扩散模型在生成过程中需要多次迭代去噪，每一步都要进 ...

After plummeting 28.3% in 2024, Lucid (LCID -1.50%) investors were very much looking forward to ringing in 2025, hoping that the luxury electric vehicle (EV) maker would recover from the previous year's decline.But those hopes were dashed through the first half of 2025. According to data provided by S&P Global Market Intelligence, shares of Lucid dropped 30.1% through the first six months of 2025. Several potholes sabotaged Lucid stock's drive through the first half of the yearWhile Lucid reported strong fo ...

What I thought being rich meant at 23:– Porsche– Luxury condo– Home cinema– Rolex– Business class flights- $ADA, $ETH, Polkadot– Retired by 35What rich looks like at 36:– Lamborghini– Resort-style villa– Patek Philippe– Personal chef and chauffeur- Strategic Bitcoin Reserve– Private jetIt's the golden bull run mfer.Stop being a pussy and believe in something.Hyperliquid. ...

Gregg Ziegler Toll Brothers, Inc. FORT WASHINGTON, Pa., July 10, 2025 (GLOBE NEWSWIRE) -- Toll Brothers, Inc. (NYSE: TOL) (TollBrothers.com) announced today that Gregg Ziegler, Senior Vice President, Investor Relations & Treasurer and 23-year company veteran, will succeed Marty Connor as Chief Financial Officer at the end of the Company’s fiscal year on October 31, 2025. Following his retirement, Mr. Connor will continue to serve the Company as a senior advisor for a one-year period. During this time, i ...

Company’s New Jersey Division wins over a dozen awards, including Townhome Community of the Year for Middletown WalkFREEHOLD, N.J., July 10, 2025 (GLOBE NEWSWIRE) -- Toll Brothers, Inc. (NYSE:TOL), the nation’s leading builder of luxury homes, today announced the Toll Brothers New Jersey division was recently honored at the Sales and Marketing Awards (SAM) presented by the New Jersey Builders Association and the Fabulous Achievements in Marketing Excellence (FAME) Awards presented by the Shore Builders Asso ...

What did you have for lunch today. Food is more than what we eat. It is who we are.Have you ever thought what your food says about you. My own journey into the rich complex world of Mallayic astronomy is like reading a love story. A love story that's lost and I'm rediscovering it.This endeavor triggers interviews with custodians of food knowledge, food wisdom, travels to distant libraries across the globe and reconstructing food scenarios that sometimes requires the whole village. Exactly 200 years ago in 1 ...

Omnilux LED Face Mask Sale: Get A Rare Deal During Prime Day 2025 https://t.co/bXaTu4zwR8 https://t.co/bXaTu4zwR8 via @ForbesVetted ...

TOKYO, July 10, 2025 /PRNewswire/ -- Tokyo Lifestyle Co., Ltd. ("Tokyo Lifestyle" or the "Company") (Nasdaq: TKLF), a retailer and wholesaler of Japanese beauty and health products, sundry products, luxury products, electronic products, collectible cards, trendy toys as well as other products in Hong Kong, Japan, North America, Thailand and the United Kingdom, today announced its financial results for the fiscal year ended March 31, 2025 ("fiscal year 2025").Mr. Mei Kanayama, Principal Executive Officer of ...

Core Viewpoint - Huaxi Biological Technology Co., Ltd. has received a "zero defect" result from the FDA, indicating the highest level of compliance in its quality management system, which will enhance its global market competitiveness and facilitate overseas business expansion [1][2]. Group 1: FDA Audit and Certification - The FDA audit lasted five days and was conducted according to ICH Q7 guidelines, covering six major systems including quality systems and laboratory systems, confirming the company's meticulous management and commitment to quality [2]. - This is not the first time Huaxi Biological has received a "zero defect" recognition; it previously passed a similar audit by the Korean MFDS in February 2025 [2]. - The company has successfully passed five FDA audits, one PMDA audit in Japan, and two MFDS audits in Korea for its sodium hyaluronate raw materials [2]. Group 2: Global Market Position - Huaxi Biological has established a significant presence in the global market, holding 34 registration qualifications across various countries, including the EU, the US, Japan, and Korea, making it one of the suppliers with the most comprehensive registrations for pharmaceutical-grade sodium hyaluronate [2][4]. - The company has a marketing and supply chain network spanning over 70 countries and regions, with overseas subsidiaries in key markets such as the US, France, Japan, and South Korea [4]. Group 3: Product Development and Recognition - In addition to raw materials, Huaxi Biological has received global recognition in skin science innovation and medical devices, recently obtaining a medical device registration certificate from Brazil's ANVISA, known for its stringent regulatory standards [4]. - The company has accumulated over 70 medical device and skincare product registrations across more than 15 countries or regions [4]. Group 4: Long-term Strategy and Investment - Huaxi Biological emphasizes long-term research and development investment, maintaining high standards and a stable supply chain to build a strong foundation for quality products and brand development [5]. - The company follows a "technology breakthrough—quality control—global compliance—standard leadership" model, focusing on international standards and resource allocation to enhance its industrial capabilities and product standards [5].

APEX, N.C., July 09, 2025 (GLOBE NEWSWIRE) -- Toll Brothers, Inc. (NYSE:TOL), the nation’s leading builder of luxury homes, has announced the opening of Weston Reserve, a new community of single-family homes in Apex, North Carolina. This exclusive community offers just 23 homes, providing a rare opportunity to own a luxury home in one of the most desirable locations in the Raleigh-Durham area. Weston Reserve features stunning home designs with expansive two-story floor plans ranging from nearly 4,050 to ove ...