12/12
Paper: arxiv.org/pdf/2507.11569
Code: t.co/F76HkJOIBT
#FoundationModels #MedicalImaging #BreastMRI #ImageRegistration #ZeroShot #SAM #DINOv2 #MedAI
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#ZeroShot
Latest posts tagged with #ZeroShot on Bluesky
Trending
Posts tagged #ZeroShot
🤖 #Zeroshot creates autonomous engineering teams for #ClaudeCode #AI #DevTools #opensource
🔧 Point at a #GitHub issue, walk away, and return to verified, production-ready PRs
🛡️ Multiple isolated agents check each other's work - validators didn't write the code, so they can't lie about tests
🧵 👇
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404.
found. lost. found. 404.
REP 03/300 | LV 0.03
System: Searching...
Ghost data detected.
(ゴーストデータを検知)
#Macho_Savior #MachoWars #Macho #GigaChad #Glitch #Cambodia #PixelArt #ZeroShot
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Stimulus at 0:02 ... [CRITICAL]
Stimulus at 0:04 ... [FATAL]
User Report: "None" (なし)
> Diagnosis: Subject is lying. (被験者は嘘をついている)
#ZeroShot #Glitch #Tokamak #Macho
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First watch: Chaos. Second watch: Pattern. Third watch: Count.
If you saw 10, you MOG. 10体検知 ＝ 最強
#Macho #Mog #GigaChad #Glitch #ZeroShot #Tokamak #FindThem
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Meta's new SAM 3 stumbles on niche tech lingo and tricky logic prompts—still impressive for zero‑shot medical imaging, but not perfect. See how it measures up against Llama and Gemini. #MetaSAM3 #ZeroShot #MedicalImaging
🔗 aidailypost.com/news/metas-s...
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Simply one of the best #AI follows for technical #LLM and #MachineLearning available.
#DiscoverAI
#AgenticRAG
#ZeroShot #AgenticAI #Agentic
#ArXiv #ArXivCS Paper Guides
youtube.com/post/Ugkx2bj...
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Zero-Shot Fine-Grained Classification with Vision-Language Models
The study reframes zero‑shot classification as Q&A and adds an attention‑intervention, boosting top‑1 accuracy on bird, flower and vehicle benchmarks. Code on GitHub. Read more: getnews.me/zero-shot-fine-grained-c... #visionlanguage #zeroshot
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NN-Rank Boosts Zero-Shot Cross‑Lingual Transfer for Language Models
NN‑Rank outperformed baselines on zero‑shot POS tagging and NER across dozens of languages, keeping over 90 % ranking quality with just 25 unlabeled sentences. Read more: getnews.me/nn-rank-boosts-zero-shot... #crosslingual #zeroshot
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Patch-Centric Zero-Shot Image Captioning Framework Unveiled
Patch‑Ioner, a zero‑shot image captioning framework, treats each visual patch as an atomic unit and uses a DINO backbone to generate dense embeddings for fine‑grained descriptions. Read more: getnews.me/patch-centric-zero-shot-... #patchioner #zeroshot
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Flamed‑TTS Delivers Fast Zero‑Shot Speech with Dynamic Pacing
Flamed‑TTS, a zero‑shot text‑to‑speech framework, reports a 4 % word error rate and was posted on 3 Oct 2025. It employs attention‑free flow‑matching for fast, dynamic pacing. getnews.me/flamed-tts-delivers-fast... #flamedtts #zeroshot #tts
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AI Bias Study Finds Liberal Tilt in Major Language Models
A study of six major large language models examined 1,800 responses using zero-shot classification and found a consistent liberal-authoritarian bias across all models. Read more: getnews.me/ai-bias-study-finds-libe... #aibias #largelanguagemodels #zeroshot
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TD-JEPA: Latent‑Predictive Representations for Zero‑Shot RL
TD‑JEPA merges TD learning with latent‑prediction, training on reward‑free data and achieving zero‑shot performance that matches state‑of‑the‑art baselines on pixel benchmarks. Paper posted Oct 1 2025. getnews.me/td-jepa-latent-predictiv... #tdjepa #zeroshot
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Identifying the Most Influential Words in Zero-Shot Prompts
The new ZIP score method identified the intended key words in 90% of validation prompts, beating LIME's 60% accuracy, according to a study submitted to arXiv in February and September 2025. getnews.me/identifying-the-most-inf... #zeroshot #llm
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Q2E Method Boosts Zero‑Shot Multilingual Text‑to‑Video Retrieval
Q2E, a query-to-event decomposition method, boosts zero-shot multilingual text-to-video retrieval without fine-tuning and outperformed strong baselines on two benchmarks. Read more: getnews.me/q2e-method-boosts-zero-s... #q2e #zeroshot
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SSR-ZSON Boosts Zero-Shot Object Navigation with Semantic Guidance
SSR‑ZSON raises zero‑shot object navigation success rates to 18.5 % on Matterport3D and 11.2 % on Habitat‑Matterport3D using semantic density and LLM guidance. Read more: getnews.me/ssr-zson-boosts-zero-sho... #zeroshot #objectnavigation
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Pruning Pre‑trained Vision Models Preserves Zero‑Shot Ability
A study shows that pruning a large vision model on a single downstream task preserves its zero‑shot ability on other unseen tasks, and fine‑tuning improves performance. getnews.me/pruning-pre-trained-visi... #visionmodels #zeroshot #pruning
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HiCoLoRA Advances Zero‑Shot Dialog State Tracking with Hierarchical LoRA
HiCoLoRA, a hierarchical LoRA framework, achieved zero‑shot DST results on MultiWOZ and the Schema‑Guided Dialogue benchmark, with the preprint posted in September 2025. Read more: getnews.me/hicolora-advances-zero-s... #hicolora #dst #zeroshot
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DORAEMON Framework Improves Zero‑Shot Robot Navigation
The DORAEMON framework boosts zero‑shot indoor robot navigation, achieving state‑of‑the‑art success rate and SPL on HM3D, MP3D and GOAT benchmarks without pre‑built maps. Read more: getnews.me/doraemon-framework-impro... #doraemon #zeroshot #robotics
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RefAM: Training-Free Zero-Shot Referring Segmentation with Attention Magnets
Researchers introduced RefAM, a training‑free framework that extracts cross‑attention from diffusion transformers for image and video referring segmentation. Submitted on 26 Sep 2025. getnews.me/refam-training-free-zero... #refam #zeroshot
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CoMelSinger: Zero‑Shot Singing Synthesis with Precise Melody Control
CoMelSinger offers zero‑shot singing synthesis that separates lyric and pitch tokens, preventing prosody leakage. On a multi‑speaker dataset it reduces pitch errors. getnews.me/comelsinger-zero-shot-si... #comelsinger #zeroshot
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7/7
MRI-CORE is publicly available with a permissive license. We welcome feedback, discussions, and collaborations!
Paper: arxiv.org/pdf/2506.12186
Code & Model: github.com/mazurowski-l...
#FoundationModels #MedicalImaging #MRI #Segmentation #ZeroShot #MedAI #MRIcore
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Zero-Shot Anomaly Localization with SSDnet Near-Perfect Accuracy
SSDnet, a zero-shot image anomaly detector that learns from a single image, achieved 0.99 AUROC on the MVTec-AD benchmark; the preprint was posted on September 22, 2025. getnews.me/zero-shot-anomaly-locali... #zeroshot #anomalylocalization
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Zero‑Shot Essay Scoring Using Pairwise LLM Comparisons (LCES)
LCES, a pairwise LLM method, ranks essays and shows higher correlation with human grades than zero‑shot scoring, per its acceptance at EMNLP 2025. Read more: getnews.me/zero-shot-essay-scoring-... #zeroshot #essayscoring
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AnyAnomaly Enables Zero-Shot Customizable Video Anomaly Detection
AnyAnomaly recently uses a vision‑language model to detect video anomalies zero‑shot, achieving state‑of‑the‑art results on UBnormal and UCF‑Crime benchmarks. getnews.me/anyanomaly-enables-zero-... #anyanomaly #videodetection #zeroshot
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Zero-shot Global Temporal Graph Generation Boosts NLP Event Understanding
A new zero-shot method generates document‑wide temporal graphs in one step, and the paper was accepted to the main track of EMNLP 2025. Read more: getnews.me/zero-shot-global-tempora... #zeroshot #temporalgraph #emnlp2025
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FitPro Introduces Zero-Shot Interactive Pedestrian Retrieval Framework
FitPro offers a zero‑shot, interactive pedestrian retrieval system evaluated on five public datasets, reducing semantic drift without domain‑specific training. Read more: getnews.me/fitpro-introduces-zero-s... #fitpro #pedestrianretrieval #zeroshot
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Zero-Shot Human Mobility Forecasting Using Hierarchical LLM Reasoning
A new zero‑shot framework, ZHMF, uses a two‑stage hierarchical reasoning process—first choosing an activity, then a location—and outperformed established baselines on several mobility datasets. getnews.me/zero-shot-human-mobility... #zeroshot #llm
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Zero-Shot Biomedical Relation Extraction Benchmarked with OpenAI LLMs
OpenAI's GPT-4-turbo, o1 and GPT-OSS achieved zero-shot results within points of fine-tuned baselines on seven relation-extraction datasets with JSON schema and implicit prompts. Read more: getnews.me/zero-shot-biomedical-rel... #zeroshot #llm
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Zero-Shot Visual Document Retrieval Using Large Vision-Language Models
SERVAL, a zero‑shot generate‑and‑encode pipeline, hit a 63.4% nDCG@5 score on the ViDoRe‑v2 benchmark, showcasing strong multilingual document search. Read more: getnews.me/zero-shot-visual-documen... #serval #visualdocumentretrieval #zeroshot
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