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XMT
信流 · 上滑连读 · 来源可核
Semantic Compression Trees: Multi-Resolution Knowledge Retrieval via Hierarchical Semantic Residuals
arXiv:2608.…
- 21610v1 Announce Type: new Abstract: Retrieval-augmented generation re…
- We introduce Semantic Compression Trees (SCT), a hierarchical index in…
- We evaluate on QASPER (50 papers, 173 questions) under two protocols d…
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K-Bench: measuring model performance on real scientific agent requests
arXiv:2608.…
- 21601v1 Announce Type: new Abstract: Benchmarks for scientific artific…
- Real scientific requests arrive differently.
- They are underspecified, they carry attachments, and lack ground truth.
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Generate in the Chart, Not on the Boundary: Function-Symbol Grounding for Hard Constraints in LTN-GANs
arXiv:2608.…
- 21605v1 Announce Type: new Abstract: Logic Tensor Network-Enhanced Gen…
- Previous LTN-GAN work grounded every constraint this way, at the predi…
- A predicate, however, only scores a sample, so it cannot embed hard st…
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Data-Driven Dynamic Algorithm Dispatch with Large Language Models
arXiv:2608.…
- 21584v1 Announce Type: new Abstract: We introduce a large language mod…
- By combining prompt engineering with LLaMA 3 and a curated performance…
- A case study on LU factorization demonstrates the model's ability to r…
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Robust Lightweight Deep Learning Models for Oral Cancer Screening
arXiv:2608.21583v1 Announce Type: new Abstract: Oral cancer is a leading cause of mortality in low-to-middle-income countries, where a shortage of specialists delays diagnosis.…
- While point-of-care screening via smartphones offers a scalable soluti…
- In this paper, we present the optimisation of lightweight deep learnin…
- Using a diverse, multi-centre retrospective dataset of approximately 3…
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Protocol Labs 停止资助星际文件系统的核心维护团队
在 Cloudflare 和 Brave 之后，Protocol Labs 停止资助星际文件系统（IPFS）的核心维护团队 Shipyard，IPFS 的未来打上了巨大的问号。…
- IPFS 是 Protocol Labs 从 2014 年起开发的开源项目，目的是实现文件分布式存储、共享和持久化的网络传输协议，它是一种内…
- Cloudflare 和 Brave 都曾支持过 IPFS，但都已经退出，目前使用 IPFS 最知名服务可能是 Bluesky，它的 ATP…
- Shipyard 团队称，与 IPFS 相关的工作将于 2026 年 9 月 30 日结束。
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A Reproducible, License-Aware Distillation Recipe for CPUDeployable Safety Classification
arXiv:2608.…
- 21570v1 Announce Type: new Abstract: Deploying a safety layer for larg…
- This paper presents a reproducible, license-aware knowledge-distillati…
- A strong open guard labels a corpus of roughly 97,000 prompts, drawn f…
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Quantifying geographic domain shift to decouple the geospatial transferability of human mobility flow generation models
arXiv:2608.21567v1 Announce Type: new Abstract: Human mobility serves as an essential proxy for understanding social, economic, and environmental dynamics in urban systems.…
- Geospatial transferability, which measures a model's capability in a n…
- However, few studies have studied the intrinsic characteristics of geo…
- To this end, this study systematically investigates the geospatial tra…
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Let Credit Follow Computation: Architecture-Aware Credit Transport for Large Language Model Reinforcement Learning
arXiv:2608.…
- 21501v1 Announce Type: new Abstract: Credit assignment in large-langua…
- Recent work has greatly improved evidence, sampling, and update geomet…
- Fixed-discount GAE applies a stationary geometric kernel along token t…
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Enhanced Artificial Neural Networks Using QHAdamW in Air Quality Forecasting
arXiv:2608.…
- 21463v1 Announce Type: new Abstract: The study employed an Artificial …
- The modified QHAdamW - Quasi-Hyperbolic Momentum (QHAdam) and Adam wit…
- The proposed QHAdamW optimizer addresses the issues on convergence, ge…
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Software Frameworks for Explainable AI in Time Series Classification: A Systematic Review
arXiv:2608.21449v1 Announce Type: new Abstract: Time series arise in a wide range of application domains and are analyzed using machine learning in decision-critical settings.…
- Time series classification (TSC) is one of the most widely studied and…
- In this context, ensuring the transparency and trustworthiness of TSC …
- Despite growing interest, research on XAI for TSC remains fragmented, …
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Agentic AI for Safety-critical Multi-drone Systems: Challenges and Opportunities
arXiv:2608.…
- 21444v1 Announce Type: new Abstract: Multi-drone systems are increasin…
- Yet, real-world adoption remains constrained not only by autonomy perf…
- This position paper synthesizes the ambitions and lessons from two ong…
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Evaluating Multimodal Narrative Understanding of Popular Hollywood Films
arXiv:2608.…
- 21430v1 Announce Type: new Abstract: Multimodal language models increa…
- But the creation of stable benchmarks built around Hollywood films is …
- In this work, we address these concerns directly, by building a new co…
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Composable Trust Infrastructure for Manufacturing Knowledge Graphs: Cross-System Provenance, Temporal Reasoning, and Decision Traceability
arXiv:2608.…
- 21418v1 Announce Type: new Abstract: Manufacturing knowledge graphs th…
- We argue that four trust capabilities -- SHACL validation, PROV-O prov…
- We present a composable trust infrastructure that integrates these fou…
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Retrieval-grounded robot program generation and simulation-based correction via Model Context Protocol
arXiv:2608.21417v1 Announce Type: new Abstract: Flexible manufacturing requires industrial robots to be reprogrammed rapidly as product variants change.…
- This paper presents a language-model-based workflow that generates, va…
- A dual-stream retrieval-augmented generation (RAG) pipeline grounds co…
- A custom Model Context Protocol (MCP) server connects the language-mod…
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The Abstention Protocol: RCA for Clos Fabrics
arXiv:2608.21412v1 Announce Type: new Abstract: Root cause analysis (RCA) in large datacenter networks is challenging because telemetry is noisy, partial, and asynchronous.…
- Score-based approaches degrade under these conditions, often yielding …
- We present \textsc{CoreSec}, a production RCA system that replaces wei…
- Telemetry agents are composed using control flags that yield determini…
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Bad Bunny x adidas F50 Ghost Sprint "Black" Official Release Info
Summaryadidas Originals and Bad Bunny have announced the third colorway of their collaborative silhouette with the F50 Ghost Sprint in BlackThe low-profile design features an Araña web cage paired with deconstructed spacer mesh inspired by Puerto Rican wolf spidersThe sneaker releases on August 29 via CONFIRMED and the official adidas website for 160 USDName: Bad Bunny x adidas F50 Ghost Sprint “Black”Colorway: Core Black/Charcoal-Aurora BlackSKU: HP4218MSRP: $160 USDRelease Date: August 29, 2026Where to Buy: adidasadidas Originals and Bad Bunny have officially revealed their upcoming F50 Ghost Sprint in Black.…
- Following previous blue and green drops, the stealthy iteration contin…
- Constructed around a low-profile architecture, the silhouette incorpor…
- The structural cage is engineered to deliver flexible stability and br…
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