World PulseNow
Newsletter

DrivingScene: A Multi-Task Online Feed-Forward 3D Gaussian Splatting Method for Dynamic Driving Scenes

arXiv — cs.LG•Thursday, October 30, 2025 at 4:00:00 AM
PositiveArtificial Intelligence
The introduction of DrivingScene marks a significant advancement in the real-time reconstruction of dynamic driving scenes. This innovative method utilizes a lightweight residual flow network to effectively predict the motion of dynamic objects using just two consecutive images. This breakthrough not only enhances the quality of scene reconstruction but also improves efficiency, addressing challenges faced by previous methods. As the demand for high-fidelity visualizations in various applications grows, DrivingScene could play a crucial role in transforming how we interact with dynamic environments.
— Curated by the World Pulse Now AI Editorial System
Read Original

Was this article worth reading? Share it

Recommended Readings
AstrHori’s New Ultra-Wide 9mm f/2.8 APS-C Lens Costs Only $169
PetaPixel4 hours ago
AstrHori’s New Ultra-Wide 9mm f/2.8 APS-C Lens Costs Only $169
PositiveArtificial Intelligence
AstrHori has launched an impressive new ultra-wide 9mm f/2.8 APS-C lens priced at just $169, making high-quality photography more accessible to enthusiasts and professionals alike. This lens offers a great combination of affordability and performance, allowing users to capture stunning wide-angle shots without breaking the bank. It's a significant addition to the market, especially for those looking to enhance their photography skills without a hefty investment.
Read full article
via PetaPixel
Cross-Lingual Summarization as a Black-Box Watermark Removal Attack
arXiv — cs.CL18 hours ago
Cross-Lingual Summarization as a Black-Box Watermark Removal Attack
NeutralArtificial Intelligence
A recent study introduces cross-lingual summarization attacks as a method to remove watermarks from AI-generated text. This technique involves translating the text into a pivot language, summarizing it, and potentially back-translating it. While watermarking is a useful tool for identifying AI-generated content, the study highlights that existing methods can be compromised, leading to concerns about text quality and detection. Understanding these vulnerabilities is crucial as AI-generated content becomes more prevalent.
Read full article
via arXiv — cs.CL
RiddleBench: A New Generative Reasoning Benchmark for LLMs
arXiv — cs.CL18 hours ago
RiddleBench: A New Generative Reasoning Benchmark for LLMs
PositiveArtificial Intelligence
RiddleBench is an exciting new benchmark designed to evaluate the generative reasoning capabilities of large language models (LLMs). While LLMs have excelled in traditional reasoning tests, RiddleBench aims to fill the gap by assessing more complex reasoning skills that mimic human intelligence. This is important because it encourages the development of AI that can think more flexibly and integrate various forms of reasoning, which could lead to more advanced applications in technology and everyday life.
Read full article
via arXiv — cs.CL
Gaperon: A Peppered English-French Generative Language Model Suite
arXiv — cs.CL18 hours ago
Gaperon: A Peppered English-French Generative Language Model Suite
PositiveArtificial Intelligence
Gaperon has just been launched, marking a significant step forward in the world of language models. This open suite of French-English coding models aims to enhance transparency and reproducibility in large-scale model training. With models ranging from 1.5B to 24B parameters, trained on trillions of tokens, Gaperon not only provides robust tools for developers but also sets a new standard for quality in language processing. This initiative is crucial as it democratizes access to advanced AI technologies, fostering innovation and collaboration in the field.
Read full article
via arXiv — cs.CL
PANORAMA: A Dataset and Benchmarks Capturing Decision Trails and Rationales in Patent Examination
arXiv — cs.CL18 hours ago
PANORAMA: A Dataset and Benchmarks Capturing Decision Trails and Rationales in Patent Examination
PositiveArtificial Intelligence
A new dataset and benchmarks have been introduced to enhance the understanding of decision trails and rationales in patent examination. This development is significant because it addresses the complexities involved in evaluating patent claims, which require nuanced human judgment. By improving the tools available for natural language processing in this field, researchers can better predict outcomes and refine the examination process, ultimately benefiting innovation and intellectual property management.
Read full article
via arXiv — cs.CL
SciReasoner: Laying the Scientific Reasoning Ground Across Disciplines
arXiv — cs.CL18 hours ago
SciReasoner: Laying the Scientific Reasoning Ground Across Disciplines
PositiveArtificial Intelligence
The introduction of SciReasoner marks a significant advancement in scientific reasoning by integrating natural language with diverse scientific representations. This model, trained on an extensive 206 billion-token dataset, enhances our ability to process and understand complex scientific information. Its innovative approach, which includes reinforcement learning and task-specific reward shaping, promises to improve how researchers and students engage with scientific texts, making it a valuable tool across various disciplines.
Read full article
via arXiv — cs.CL
Region-CAM: Towards Accurate Object Regions in Class Activation Maps for Weakly Supervised Learning Tasks
arXiv — cs.CV18 hours ago
Region-CAM: Towards Accurate Object Regions in Class Activation Maps for Weakly Supervised Learning Tasks
NeutralArtificial Intelligence
A recent study on Class Activation Mapping (CAM) highlights its limitations in weakly supervised learning tasks. While CAM is effective in identifying key object regions, it often misses entire objects and misaligns with their boundaries. This shortcoming can hinder the performance of subsequent learning tasks, making it crucial for researchers to address these issues for improved accuracy in machine learning applications.
Read full article
via arXiv — cs.CV
MSF-Net: Multi-Stage Feature Extraction and Fusion for Robust Photometric Stereo
arXiv — cs.CV18 hours ago
MSF-Net: Multi-Stage Feature Extraction and Fusion for Robust Photometric Stereo
NeutralArtificial Intelligence
A new study introduces MSF-Net, a technique designed to enhance photometric stereo by improving feature extraction and fusion. This advancement is significant because it addresses the limitations of current learning-based methods that struggle with capturing detailed features and promoting interaction among them. By refining how surface normals are determined from images under varying lighting, MSF-Net could lead to more accurate and reliable results in applications requiring detailed surface analysis.
Read full article
via arXiv — cs.CV
Latest from Artificial Intelligence
Historical Daguerreotype Among 1,000+ Artifacts Stolen in Oakland Museum Heist
PetaPixel9 minutes ago
Historical Daguerreotype Among 1,000+ Artifacts Stolen in Oakland Museum Heist
NegativeArtificial Intelligence
In a shocking incident, over 1,000 artifacts, including a rare historical daguerreotype, were stolen from the Oakland Museum. This theft not only robs the community of its cultural heritage but also raises concerns about the security of museums nationwide. The loss of such significant pieces highlights the ongoing challenges museums face in protecting their collections, making it crucial for institutions to enhance their security measures to prevent future incidents.
Read full article
via PetaPixel
Filing: Meta plans to raise money through bond offerings worth up to $30B; the company has said its capex next year would be "notably larger" than in 2025 (Arsheeya Bajwa/Reuters)
Techmeme12 minutes ago
Filing: Meta plans to raise money through bond offerings worth up to $30B; the company has said its capex next year would be "notably larger" than in 2025 (Arsheeya Bajwa/Reuters)
PositiveArtificial Intelligence
Meta is making headlines with its plan to raise up to $30 billion through bond offerings, signaling a significant increase in its capital expenditures for the upcoming year compared to 2025. This move is noteworthy as it reflects Meta's confidence in its growth strategy and its commitment to investing in future projects, which could have a positive impact on its market position and innovation efforts.
Read full article
via Techmeme
Apple expects Q1 revenue to grow 10% to 12% YoY, with iPhone sales up by double digits, and reports Q4 China revenue down 4% YoY to $14.5B, vs. $16.24B est. (Stephen Nellis/Reuters)
Techmeme14 minutes ago
Apple expects Q1 revenue to grow 10% to 12% YoY, with iPhone sales up by double digits, and reports Q4 China revenue down 4% YoY to $14.5B, vs. $16.24B est. (Stephen Nellis/Reuters)
PositiveArtificial Intelligence
Apple is optimistic about its upcoming Q1 revenue, projecting a growth of 10% to 12% year-over-year, driven by strong iPhone sales expected to rise by double digits. This positive outlook comes despite a 4% decline in Q4 revenue from China, which fell to $14.5 billion, slightly below estimates. The company's ability to forecast growth amidst challenges highlights its resilience and the continued demand for its products, making it a key player in the tech industry.
Read full article
via Techmeme
Filings: business services giant Conduent, which was spun off from Xerox in 2017, confirms that a 2024 data breach has impacted over 10.5M people (Bill Toulas/BleepingComputer)
Techmeme27 minutes ago
Filings: business services giant Conduent, which was spun off from Xerox in 2017, confirms that a 2024 data breach has impacted over 10.5M people (Bill Toulas/BleepingComputer)
NegativeArtificial Intelligence
Conduent, a major player in business services that separated from Xerox in 2017, has confirmed a significant data breach affecting over 10.5 million individuals in 2024. This incident raises serious concerns about data security and the potential risks to personal information, highlighting the ongoing challenges companies face in protecting sensitive data. As breaches become more common, the implications for consumer trust and corporate responsibility are profound.
Read full article
via Techmeme
Porting the Windows 95 interface to Windows NT was a complex back-and-forth process
TechSpot31 minutes ago
Porting the Windows 95 interface to Windows NT was a complex back-and-forth process
PositiveArtificial Intelligence
As Windows 95 celebrates its 30th anniversary, Microsoft veteran Raymond Chen shares fascinating insights into the intricate process of porting its interface to Windows NT. This journey highlights the challenges and innovations that shaped modern computing, reminding us of the significant impact Windows 95 had on user experience and software development. Understanding this history not only honors the legacy of a beloved operating system but also sheds light on the evolution of technology we rely on today.
Read full article
via TechSpot
Coinbase reports Q3 revenue up 55% YoY to $1.9B, vs. $1.8B est., net income up 473% to $433M, and trading volume up 59% to $295B (Olga Kharif/Bloomberg)
Techmeme36 minutes ago
Coinbase reports Q3 revenue up 55% YoY to $1.9B, vs. $1.8B est., net income up 473% to $433M, and trading volume up 59% to $295B (Olga Kharif/Bloomberg)
PositiveArtificial Intelligence
Coinbase has reported a remarkable 55% year-over-year increase in revenue for Q3, reaching $1.9 billion, surpassing estimates of $1.8 billion. Additionally, the company's net income skyrocketed by 473% to $433 million, while trading volume surged by 59% to $295 billion. This impressive performance highlights Coinbase's strong position in the cryptocurrency market and reflects growing investor confidence, making it a significant player in the financial landscape.
Read full article
via Techmeme