Local Multimodal LLM on iOS with `llama.cpp` (Swift + ObjC++)
I want a real local pipeline: image in, structured JSON out, no cloud dependency. Optimized to run...
#Multimodal
1006 articles tagged with Multimodal
Ultralytics (@ultralytics)Embedded Vision Summit에서 최신 Vision AI 발전과 실시간 데모를 소개하며, 산업 현장에 적용 가능한 생산용 컴퓨터 비전 모델 구축·배포 방법을 ...
Ultralytics (@ultralytics)Embedded Vision Summit에서 최신 Vision AI 발전과 실시간 데모를 소개하며, 산업 현장에 적용 가능한 생산용 컴퓨터 비전 모델 구축·배포 방법을 다룹니다.https://x.com/ultralytics/status/2053532082391880010#vi...
One Open Source Project a Day (No. 62): UI-TARS-Desktop - ByteDance's Open-Source Multimodal GUI Agent Stack
Introduction "See the screen, understand the task, take the action." This is the No.62...
Bernie Sanders Says Driverless Vehicles, Jeff Bezos' '$100 Billion' Robot Factory Vision Threaten Millions Of Jobs: 'We Are Not Ready For...'
Sen. Bernie Sanders (I-VT) raised concerns about the advent of physical AI on Sunday, slamming companies like Uber Technologies Inc. (NYSE: UBER ), as well as Amazon.com Inc. (NASD...
PaperFit: Vision-in-the-Loop Typesetting Optimization for Scientific Documents
A LaTeX manuscript that compiles without error is not necessarily publication-ready. The resulting PDFs frequently suffer from misplaced floats, overflowing equations, inconsistent...
CapVector: Learning Transferable Capability Vectors in Parametric Space for Vision-Language-Action Models
This paper proposes a novel approach to address the challenge that pretrained VLA models often fail to effectively improve performance and reduce adaptation costs during standard s...
Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents
Multimodal deep search requires an agent to solve open-world problems by chaining search, tool use, and visual reasoning over evolving textual and visual context. Two bottlenecks l...
SleepWalk: A Three-Tier Benchmark for Stress-Testing Instruction-Guided Vision-Language Navigation
Vision-Language Models (VLMs) have advanced rapidly in multimodal perception and language understanding, yet it remains unclear whether they can reliably ground language into spati...
MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image
Tabular Foundation Models have recently established the state of the art in supervised tabular learning, by leveraging pretraining to learn generalizable representations of numeric...
BEACON: A Multimodal Dataset for Learning Behavioral Fingerprints from Gameplay Data
Continuous authentication in high-stakes digital environments requires datasets with fine-grained behavioral signals under realistic cognitive and motor demands. But current benchm...
Auditing Multimodal LLM Raters: Central Tendency Bias in Clinical Ordinal Scoring
Multimodal large language models (LLMs) are increasingly explored as automated evaluators in clinical settings, yet their scoring behavior on ordinal clinical scales remains poorly...
AR-VLA: True Autoregressive Action Expert for Vision-Language-Action Models
We propose a standalone autoregressive (AR) Action Expert that generates actions as a continuous causal sequence while conditioning on refreshable vision-language prefixes. In cont...
Claude Opus 4.7 で Vision 評価ベンチ XBOW が 54.5% → 98.5% に跳ね上がった件、検品AIをやっている立場から控えめに歓喜しています。入力解像度も2,576px（約3.75メガピクセル）まで拡張。ピン...
Claude Opus 4.7 で Vision 評価ベンチ XBOW が 54.5% → 98.5% に跳ね上がった件、検品AIをやっている立場から控えめに歓喜しています。入力解像度も2,576px（約3.75メガピクセル）まで拡張。ピンホールや微小傷など、これまで「人の目との合意が必須」だったレイヤーが、AIの第一次判定→人の最終確認、という現実的な役割...
Tech-driven industries key to achieving Viksit Bharat vision: Milind Kamble
Milind Kamble, Padma Shri awardee and DICCI founder, emphasised the importance of AI, digitisation and ERP adoption for MSMEs at India's first three-day ERP industrial exhibition i...
I Tested Gemma 4 and GPT-4o-mini on Indian Language Tasks — The Results Surprised Me
This is a submission for the Gemma 4 Challenge: Write About Gemma 4 I asked GPT-4o-mini to...
後継の話、多いですねApple Vision Pro後継モデルの可能性は限りなくゼロ？ チームも解散か https://www.gizmodo.jp/2026/05/apple-vision-pro-eol.html#Apple #LLM ...
後継の話、多いですねApple Vision Pro後継モデルの可能性は限りなくゼロ？ チームも解散か https://www.gizmodo.jp/2026/05/apple-vision-pro-eol.html#Apple #LLM #news #bot
Reinforcing Multimodal Reasoning Against Visual Degradation
Reinforcement Learning has significantly advanced the reasoning capabilities of Multimodal Large Language Models (MLLMs), yet the resulting policies remain brittle against real-wor...
DeltaRubric: Generative Multimodal Reward Modeling via Joint Planning and Verification
Aligning Multimodal Large Language Models (MLLMs) requires reliable reward models, yet existing single-step evaluators can suffer from lazy judging, exploiting language priors over...
SeePhys Pro: Diagnosing Modality Transfer and Blind-Training Effects in Multimodal RLVR for Physics Reasoning
We introduce SeePhys Pro, a fine-grained modality transfer benchmark that studies whether models preserve the same reasoning capability when critical information is progressively t...
A handy glossary for the most common AI terms you might encounter, from hallucinations to multimodal models. Essential r...
A handy glossary for the most common AI terms you might encounter, from hallucinations to multimodal models. Essential reading for anyone navigating the AI landscape. https://techc...
Brain Drain to Brain Gain: Sridhar Vembu’s vision of bringing global Indian talent back to build a stronger India
Recently, Sridhar Vembu, a staunch advocate for self-reliance in technology (particularly in IT and Artificial Intelligence), as well as the promoter and former CEO of the globally...
Vision Engineering Group Showcases Complete Smart Manufacturing Solutions at Expo
Vision Engineering Group is showcasing its end-to-end industrial technology solutions at the Smart Factory Expo, highlighting the growing importance of automation and precision eng...
Master Computer Vision with **Detectron2**! 🚀This tutorial simplifies Meta AI's modular framework, showing you how to bu...
Master Computer Vision with **Detectron2**! 🚀This tutorial simplifies Meta AI's modular framework, showing you how to build a Faster R-CNN pipeline for high-accuracy object detecti...
Indian Ambassador Vinay Kwatra backs ‘AI for all’ vision #IndianAmbassadorVinayKwatra #AI #socialnewsxyzhttps://www.soci...
Indian Ambassador Vinay Kwatra backs ‘AI for all’ vision #IndianAmbassadorVinayKwatra #AI #socialnewsxyzhttps://www.socialnews.xyz/2026/05/08/indian-ambassador-vinay-kwatra-backs-a...