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- 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-resonan… #cislunar #spaceflight
- 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-o… #helmholtzmetrics #neurips2025
- 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-assignmen… #git #highereducation
- 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-symb… #robotics #llm #ai
- 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-pi… #uav #pikan
- 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-introduce… #transfira #fiqa
- 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-framewor… #gatekeeper #dualcontrol
- 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-i… #modq #moderation #ai
- 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-cybers… #forestry #cybersecurity #llm
- 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-lemm… #chernoffstein #hypothesistesting
- 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-preserve… #kellersegel #numerics
- 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… #vitacman #robotics #tactile
- 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-introd… #lumina #discretediffusion
- 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-c… #nlp #multiai #neurips
- 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-transf… #multilingual #qa
- 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-seque… #sdar #moe
- 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… #postmerger #gamified
- 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… #forestmapping #lidar #radar
- 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-… #rgbdgazetracking #transformer #eyetracking
- 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… #veriequivbench #llm #formalverification
- 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-boost… #mobilepicasso #4kediting
- 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-transforme… #blockgpt #rainfallnowcasting
- 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-re… #chainmpq
- 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-introd… #builderbench #ai #benchmark
- 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-boost… #deeplearning #solarscience #gongan
- 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-sh… #aibias #healthcare #visionmodels
- 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-introduce… #ncaa #lacrosse
- 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-impr… #rvflx #complexml #uci
- 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-g… #reinforcementlearning #robotics #maskbased
- 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-stu… #xrec #llama3
- 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-gene… #complexityood #ai
- 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-… #vit #ligoglint
- 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-boos… #drugdesign #ml
- 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… #billboard #arxiv
- 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… #edgeai #jetsonnano
- 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-… #ayurveda #prakriti #dataset
- 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… #ai #skin
- 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-customiza… #ai #education
- 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-b… #spikingneuralnetworks #selfdistillation
- 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-… #aieducation #rubricassessment
- 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-… #vlm #physics
- 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… #treplina #aya23
- 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-provid… #dynbenchmark #communitydetection
- 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… #nlp #wordembedding
- 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-impro… #chainofthought #multimodal
- 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-evalua… #nlp #emnlp
- 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-to… #multimodars #rust
- 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-gui… #kgmasd #industrialqa
- 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-multilin… #openstaxqa #multilingual #education
- 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-unce… #montecarlodropout #resnet50
