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GetNews.me @getnews-me.bsky.social · 10/10/2025

New paper compares Birkhoff and resonant normal forms, proposing impulsive station‑keeping. Presented at the 2025 AAS/AIAA Space Flight Mechanics Meeting. arXiv:2510.06368. Read more: getnews.me/birkhoff-vs-resonant-nor… #cislunar #spaceflight

Birkhoff vs Resonant Normal Forms for Cislunar Station-Keeping

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GetNews.me @getnews-me.bsky.social · 10/10/2025

Helmholtz metrics assess how closely a neural ODE matches a Lagrangian formulation; combined with a neural ODE they form a Lagrangian neural ODE. Presented at NeurIPS 2025. getnews.me/lagrangian-neural-odes-u… #helmholtzmetrics #neurips2025

Lagrangian Neural ODEs Use Helmholtz Metrics to Identify Systems

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GetNews.me @getnews-me.bsky.social · 10/10/2025

A Git‑based assignment system tested at a university found 85% of instructors said it was easier to use and 84% of students preferred it, cutting submission time by 38%. Read more: getnews.me/git-based-assignment-sys… #git #highereducation

Git-Based Assignment System Improves Efficiency in Higher Education

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GetNews.me @getnews-me.bsky.social · 10/10/2025

A hybrid LLM‑symbolic planner hit a 99% success rate on the ALFWorld benchmark and achieved 100% task success on a quadruped robot in tests, reported on 7 Oct 2025. Read more: getnews.me/hybrid-llm-and-symbolic-… #robotics #llm #ai

Hybrid LLM and Symbolic Planner Boosts Robot Success to 99%

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GetNews.me @getnews-me.bsky.social · 10/10/2025

PIKAN, a physics‑inspired neural network for UAV air‑to‑ground channel modeling, uses 232 trainable parameters—37× lighter than typical MLP baselines—while matching deep‑learning accuracy. Read more: getnews.me/physics-inspired-pikan-n… #uav #pikan

Physics-Inspired PIKAN Network for Explainable UAV Channel Modeling

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GetNews.me @getnews-me.bsky.social · 10/10/2025

TransFIRA, an annotation-free framework, measures face recognizability in embedding space and hit state-of-the-art verification on BRIAR and IJB-C. Paper posted on arXiv 7 Oct 2025. getnews.me/transfira-introduces-geo… #transfira #fiqa

TransFIRA introduces geometry‑driven face recognizability assessment

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GetNews.me @getnews-me.bsky.social · 10/10/2025

A new gatekeeper framework for safe dual control with active exploration, submitted to the American Control Conference 2026, is publicly available on arXiv (arXiv:2510.06351). Read more: getnews.me/gatekeeper-framework-boo… #gatekeeper #dualcontrol

Gatekeeper Framework Boosts Safe Dual Control with Exploration

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GetNews.me @getnews-me.bsky.social · 10/10/2025

ModQ, a QA system that maps comments to community rules, outperforms baselines on Reddit and Lemmy moderation datasets and will be presented at ICWSM 2026. Read more: getnews.me/modq-qa-framework-improv… #modq #moderation #ai

ModQ QA Framework Improves Rule-Based Content Moderation

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GetNews.me @getnews-me.bsky.social · 10/10/2025

Locally hosted LLMs can draft risk assessments for forestry systems, but human oversight is needed. Study with 12 cybersecurity experts was accepted for AgenticSE at ASE 2025. Read more: getnews.me/llms-support-cybersecuri… #forestry #cybersecurity #llm

LLMs support cybersecurity risk assessment for forestry systems

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GetNews.me @getnews-me.bsky.social · 10/10/2025

Researchers present a Chernoff‑Stein lemma for composite, correlated hypotheses, giving a single‑letter Stein exponent. The 54‑page paper was submitted on 7 Oct 2025. Read more: getnews.me/chernoff-stein-lemma-exp… #chernoffstein #hypothesistesting

Chernoff‑Stein Lemma Expanded for Composite Correlated Hypotheses

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GetNews.me @getnews-me.bsky.social · 10/10/2025

The 25‑page paper, submitted on 7 Oct 2025, presents a scheme that preserves positivity and mass conservation on polygonal domains in a Keller‑Segel model. Read more: getnews.me/new-scheme-preserves-key… #kellersegel #numerics

New Scheme Preserves Key Properties in Degenerate Keller‑Segel Model

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GetNews.me @getnews-me.bsky.social · 10/10/2025

Vi‑TacMan combines visual grasp proposals with tactile feedback, showing statistically significant gains (p < 0.0001) across tests on over 50,000 simulated objects. Read more: getnews.me/vision-touch-system-enab… #vitacman #robotics #tactile

Vision‑Touch System Enables Precise Manipulation of Objects

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GetNews.me @getnews-me.bsky.social · 10/10/2025

Lumina‑DiMOO, an open model, uses discrete diffusion for text‑to‑image and image editing, reporting faster sampling than AR diffusion models. Paper (arXiv:2510.06308) submitted 7 Oct 2025. getnews.me/lumina-dimoo-introduces-… #lumina #discretediffusion

Lumina-DiMOO Introduces Discrete Diffusion for Multi‑Modal AI

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GetNews.me @getnews-me.bsky.social · 10/10/2025

Belief-Calibrated Consensus Seeking (BCCS) boosts multi‑agent NLP accuracy by 2.23% on MATH and 3.95% on MMLU, and will be presented at NeurIPS 2025. Read more: getnews.me/belief-calibrated-consen… #nlp #multiai #neurips

Belief-Calibrated Consensus Boosts Multi-Agent NLP Performance

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GetNews.me @getnews-me.bsky.social · 10/10/2025

Researchers released Question Type and Complexity (QTC) dataset spanning seven languages and evaluated frozen Glot500‑m with layer‑wise probes against TF‑IDF baselines and a fine‑tuned model. getnews.me/multilingual-transformer… #multilingual #qa

Multilingual Transformer Model Captures Question Type and Complexity

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GetNews.me @getnews-me.bsky.social · 10/10/2025

SDAR converts an AR model into a diffusion model that decodes tokens in parallel per block; a 30B MoE version outperforms its AR counterpart on GPQA and ChemBench. Read more: getnews.me/sdar-scalable-sequence-g… #sdar #moe

SDAR: Scalable sequence generation via diffusion‑autoregression

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GetNews.me @getnews-me.bsky.social · 10/10/2025

A new study proposes a game‑based learning framework for post‑merger IT integration, noting AMILI and AMILP have steep learning curves. The team will iteratively design and validate it. Read more: getnews.me/game-based-learning-fram… #postmerger #gamified

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GetNews.me @getnews-me.bsky.social · 10/10/2025

Researchers introduced a deep learning framework that fuses GEDI lidar with SAR to generate global forest structural maps at 25 m resolution, achieving a worldwide R² of 0.82. Read more: getnews.me/deep-learning-fuses-sate… #forestmapping #lidar #radar

Deep Learning Fuses Satellite Lidar and Radar for Forest Mapping

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GetNews.me @getnews-me.bsky.social · 09/10/2025

A thesis AI gaze tracker fuses RGBD with a Transformer, reporting 55.3 mm mean Euclidean error on ShanghaiTechGaze+ and 3.59° angular error on ETH‑XGaze. Read more: getnews.me/rgbd-gaze-tracking-advan… #rgbdgazetracking #transformer #eyetracking

RGBD Gaze Tracking Advances with Transformer Feature Fusion

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GetNews.me @getnews-me.bsky.social · 09/10/2025

VeriEquivBench, a new benchmark of 2,389 algorithmic problems, was submitted to arXiv on Tue, 7 Oct 2025 to assess formally verifiable code from LLMs. Read more: getnews.me/veriequivbench-adds-metr… #veriequivbench #llm #formalverification

VeriEquivBench adds metric for LLM code verification

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GetNews.me @getnews-me.bsky.social · 09/10/2025

MobilePicasso brings 4K editing to phones, delivering up to 55.8× latency speed‑up with only a 9% memory increase, surpassing an A100‑GPU server model. Read more: getnews.me/mobilepicasso-boosts-fas… #mobilepicasso #4kediting

MobilePicasso Boosts Fast High‑Resolution Image Editing on Phones

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GetNews.me @getnews-me.bsky.social · 09/10/2025

BlockGPT, a transformer for rainfall nowcasting, was tested on KNMI (Netherlands) and SEVIR (US) datasets and runs inference up to 31 × faster than comparable baselines. Read more: getnews.me/blockgpt-transformer-boo… #blockgpt #rainfallnowcasting

BlockGPT Transformer Boosts Rainfall Nowcasting Accuracy and Speed

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GetNews.me @getnews-me.bsky.social · 09/10/2025

ChainMPQ, a training‑free method, reduces relation hallucinations in vision‑language models by generating three perspective questions and using stored memory, with experiments showing a drop. Read more: getnews.me/chainmpq-reduces-relatio… #chainmpq

ChainMPQ reduces relation hallucinations in vision-language models

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GetNews.me @getnews-me.bsky.social · 09/10/2025

BuilderBench, a new AI benchmark, includes a hardware‑accelerated simulator and over 42 target structures for physics and long‑horizon planning. Six reference algorithms are public. Read more: getnews.me/builderbench-introduces-… #builderbench #ai #benchmark

BuilderBench introduces benchmark for generalist AI agents

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GetNews.me @getnews-me.bsky.social · 09/10/2025

Researchers used a GAN (Real‑ESRGAN) to boost full‑disk Hα images from GONG to Goode Solar Telescope resolution, reporting a mean squared error of 467.15 and cross‑correlation of 0.7794. getnews.me/deep-learning-boosts-gon… #deeplearning #solarscience #gongan

Deep Learning Boosts GONG Solar Images to GST Quality

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GetNews.me @getnews-me.bsky.social · 09/10/2025

The study examined CLIP and OpenCLIP models and found surgeons most associated with Indian male faces, while speech therapists linked to white female faces. getnews.me/ai-vision-models-show-ge… #aibias #healthcare #visionmodels

AI Vision Models Show Gender and Ethnicity Bias in Healthcare Jobs

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GetNews.me @getnews-me.bsky.social · 09/10/2025

Safe3Step (S3S) proposes a three‑step method to rank at‑large NCAA Division I men’s lacrosse teams, aiming to improve on the RPI. The 5‑page whitepaper was submitted on Mon, 6 Oct 2025. getnews.me/safe3step-introduces-pow… #ncaa #lacrosse

Safe3Step introduces power‑rating method for NCAA lacrosse selection

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GetNews.me @getnews-me.bsky.social · 09/10/2025

The RVFL‑X model extends the Random Vector Functional Link network with complex‑valued inputs and outperformed the original RVFL on 80 UCI benchmark datasets. getnews.me/rvfl-x-network-improves-… #rvflx #complexml #uci

RVFL-X Network Improves Tabular Data Using Complex Transformations

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GetNews.me @getnews-me.bsky.social · 09/10/2025

A new study shows a mask‑based goal representation lets visual goal‑conditioned RL achieve 99.9% reaching accuracy in simulation and transfer to two real robots. Read more: getnews.me/mask-based-visual-goal-c… #reinforcementlearning #robotics #maskbased

Mask-Based Visual Goal-Conditioned RL Reaches 99.9% Accuracy

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GetNews.me @getnews-me.bsky.social · 09/10/2025

Researchers reproduced XRec using Llama 3 instead of GPT‑3.5‑turbo and released the code on GitHub; the study was submitted on 6 Oct 2025. Read more: getnews.me/reproducibility-study-co… #xrec #llama3

Reproducibility study confirms XRec explainable recommendation model

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GetNews.me @getnews-me.bsky.social · 09/10/2025

Complexity OoD measures reasoning by requiring models to keep performance when a test’s solution complexity—via Kolmogorov complexity or object/relation counts—exceeds training examples. getnews.me/complexity-ood-generaliz… #complexityood #ai

Complexity OoD Generalization offers new measure of AI reasoning

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GetNews.me @getnews-me.bsky.social · 09/10/2025

A Vision Transformer‑B/32 fine‑tuned on Gravity Spy data, adding two LIGO O3a glitch classes (24 categories), achieved 92.26% classification efficiency, reported in Acta Astronomica (2024). getnews.me/vision-transformer-achie… #vit #ligoglint

Vision Transformer Achieves 92% Accuracy Classifying LIGO Glitches

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GetNews.me @getnews-me.bsky.social · 09/10/2025

The MCCE framework, merging a frozen closed‑source LLM with a trainable model, was submitted on 6 Oct 2025 and achieves state‑of‑the‑art Pareto quality in drug‑design benchmarks. getnews.me/mcce-framework-boosts-mu… #drugdesign #ml

MCCE framework boosts multi-objective drug design with hybrid LLMs

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GetNews.me @getnews-me.bsky.social · 09/10/2025

The study of Billboard chart lyrics from 1950s-2020s shows a rise in profanity and sexual language beginning around 1990. Results were posted on arXiv (arXiv:2510.06266) on 6 Oct 2025. Read more: getnews.me/study-finds-rise-in-abus… #billboard #arxiv

Study Finds Rise in Abusive Content on Billboard Music Charts

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GetNews.me @getnews-me.bsky.social · 09/10/2025

An offline two‑stage summarization system for emergency physicians runs on Jetson Nano‑R for retrieval and Jetson Nano‑S with a sub‑7 billion‑parameter model, delivering summaries in under 30 seconds. getnews.me/dual-device-offline-summ… #edgeai #jetsonnano

Dual-Device Offline Summarization for Emergency Physicians

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GetNews.me @getnews-me.bsky.social · 09/10/2025

The new dataset provides 200 fully completed bilingual (English‑Hindi) Ayurvedic Prakriti questionnaires, each containing 24 mandatory multiple‑choice items. Read more: getnews.me/new-dataset-of-200-ayurv… #ayurveda #prakriti #dataset

New Dataset of 200 Ayurvedic Prakriti Assessments Released

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GetNews.me @getnews-me.bsky.social · 09/10/2025

A new study presents a framework that merges a heterogeneous CNN ensemble with an LLM to diagnose skin lesions, flag uncertain cases, and generate structured reports. arXiv (2510.06260v1) 5 Oct 2025. getnews.me/ensemble-ai-and-llm-repo… #ai #skin

Ensemble AI and LLM Reporting Improves Automated Skin Lesion Diagnosis

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GetNews.me @getnews-me.bsky.social · 09/10/2025

Researchers demo an offline RAG pipeline pairing a small model like SmolLM with a retrieval system to answer biology coursework without internet, noting smaller models struggle with noisy context. Read more: getnews.me/efficient-customizable-o… #ai #education

Efficient, Customizable Offline AI Tutor Demonstrated

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GetNews.me @getnews-me.bsky.social · 09/10/2025

A self‑distillation framework speeds SNN training and cuts memory use, achieving competitive accuracy on CIFAR‑10, CIFAR‑100 and ImageNet; code on GitHub. Read more: getnews.me/self-distillation-boosts… #spikingneuralnetworks #selfdistillation

Self‑Distillation Boosts Efficient Spiking Neural Network Training

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GetNews.me @getnews-me.bsky.social · 09/10/2025

A study of 42 middle‑school students shows an LLM can reliably grade block‑coding algebra tasks, with strong agreement to expert ratings on a rubric‑based framework. getnews.me/llm-powered-rubric-asses… #aieducation #rubricassessment

LLM-Powered Rubric Assessment Improves Algebra Coding Study

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GetNews.me @getnews-me.bsky.social · 09/10/2025

Researchers evaluated 6 VLMs on CLEVRER, Physion and Physion++ and found weak correlation between perception scores and physics reasoning, highlighting fragmented skills. Read more: getnews.me/study-finds-vision-langu… #vlm #physics

Study Finds Vision-Language Models Lack Unified Physics Understanding

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GetNews.me @getnews-me.bsky.social · 09/10/2025

TRepLiNa blends CKA and REPINA to align Aya‑23 8B model layers, evaluated on the 2025 MMLoSo Challenge with QLoRA for Mundari, Santali and Bhili; arXiv preprint 3 Oct 2025. Read more: getnews.me/treplina-boosts-low-reso… #treplina #aya23

TRepLiNa boosts low-resource translation with layer-wise alignment

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GetNews.me @getnews-me.bsky.social · 09/10/2025

DynBenchmark, shown at FRCCS 2025 (May, Bordeaux, pp 74‑85), offers Python libraries and visualization tools to build temporal networks for community‑detection tests. getnews.me/dynbenchmark-provides-cu… #dynbenchmark #communitydetection

DynBenchmark provides customizable benchmarks for community tracking

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GetNews.me @getnews-me.bsky.social · 09/10/2025

An arXiv paper presents a benchmark suite for evaluating word‑embedding methods on NLP tasks, testing models, noting that pre‑training AI models is compute‑intensive. Read more: getnews.me/new-study-evaluates-word… #nlp #wordembedding

New Study Evaluates Word Embedding and Tokenization for Scientific NLP

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GetNews.me @getnews-me.bsky.social · 09/10/2025

A Chain-of-Thought training strategy parses descriptions into referring cues, improving performance by over 2.5% on RefCOCO, RefCOCO+ and RefCOCOg benchmarks. getnews.me/cot-referring-improves-m… #chainofthought #multimodal

CoT Referring improves multimodal referring expression tasks by 2.5%

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GetNews.me @getnews-me.bsky.social · 09/10/2025

Presented at EMNLP Industry Track, the framework was tested on English and Korean survey data, beating existing metrics. It gives reference‑free scores with a gibberish filter. Read more: getnews.me/ai-framework-evaluates-o… #nlp #emnlp

AI framework evaluates open-ended survey responses without references

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GetNews.me @getnews-me.bsky.social · 09/10/2025

Multimodars, a Rust-powered open-source toolkit released on arXiv 3 Oct 2025, fuses intravascular imaging with coronary CT angiography into deterministic 3D heart models. Read more: getnews.me/multimodars-rust-toolkit… #multimodars #rust

Multimodars Rust Toolkit Enables Cardiac Image Fusion and Registration

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GetNews.me @getnews-me.bsky.social · 09/10/2025

KG-MASD, a knowledge‑graph guided multi‑agent distillation approach, lifts industrial QA accuracy by 2.4 % to 20.1 % over baseline and enables compact edge models. Read more: getnews.me/knowledge-graph-guided-m… #kgmasd #industrialqa

Knowledge Graph-Guided Multi-Agent Distillation Improves Industrial QA

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GetNews.me @getnews-me.bsky.social · 09/10/2025

OpenStaxQA, a new multilingual benchmark for college textbooks, includes 43 open‑source titles in English, Spanish and Polish and was submitted to arXiv on 3 Oct 2025. Read more: getnews.me/openstaxqa-multilingual-… #openstaxqa #multilingual #education

OpenStaxQA Multilingual Benchmark Released for College Textbooks

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GetNews.me @getnews-me.bsky.social · 09/10/2025

Monte Carlo Dropout with a fine‑tuned ResNet‑50 estimates uncertainty for landmine and UXO image classification. Accepted for IGARSS 2025 and slated for IEEE IGARSS 2025. Read more: getnews.me/mc-dropout-for-uncertain… #montecarlodropout #resnet50

MC Dropout for Uncertainty in Landmine and UXO Classification

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