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Articles · Rebeauty Atlas

AI HUM SCI

LJ L.J.

When Order Becomes the Attack Surface

A CVPR 2026 paper out of Huazhong University of Science and Technology asks why multimodal reasoning models — MLRMs, in the paper’s terms —…

Jul 20, 2026 · 2 min read · 0 claps #cvpr #ai #llm

AI HUM

MA Mayur Jain · MLWorks

A Deep Dive Into Vision-Language Models

Most people explain Vision-Language Models (VLMs) like this:

Jul 03, 2026 · 6 min read · 10 claps paywalled #deep-learning #ai #llm

AI ECO

LJ L.J.

Do You Really Have to Feed Text to Train a Language Model?

What if you took the same batch of documents and fed them in directly as images — could the model still learn the same language abilities?

Jun 26, 2026 · 2 min read · 0 claps #cvpr #2026 #llm

Do You Really Have to Feed Text to Train a Language Model?

AI HUM

AM Amin Fadaeinejad

Qwen-RobotWorld: One Language Interface to Drive Every Embodiment

An engineering breakdown of a 20B Double-Stream MMDiT that treats manipulation, driving, and navigation as the same conditional video…

Jun 21, 2026 · 12 min read · 0 claps #machine-learning #computer-vision #ai

Qwen-RobotWorld: One Language Interface to Drive Every Embodiment

AI

ML ML Point

Vision AI vs Language AI: What is Actually Different?

Artificial intelligence systems that work with text and those that work with images are often described as similar.

Jun 17, 2026 · 2 min read · 0 claps paywalled #vision #language #transformers

Vision AI vs Language AI: What is Actually Different?

HUM AI

OW Owaismohammad

The Need for v2: What Was Wrong with gUrrT-v1

From the questions that have been coming in, another prominent one is Why v2? Are you doing anything new or is it just some minor changes…

Jun 17, 2026 · 4 min read · 13 claps #machine-learning #video-understanding #gurrt

The Need for v2: What Was Wrong with gUrrT-v1

AI TCH

VL VLM_Newbie

LocateAnything: Fast and High-Quality Vision-Language Grounding with Parallel Box Decoding

기존 연구의 한계 (Problem Statement)

Jun 17, 2026 · 17 min read · 0 claps #visual-grounding #vlm #object-detection

LocateAnything: Fast and High-Quality Vision-Language Grounding with Parallel Box Decoding

AI

NA Nandini Lokesh Reddy

LocateAnything

From CVPR 2026

Jun 11, 2026 · 8 min read · 1 claps #computer-vision #vlm #generative-ai-tools

SCI

DA Dave Davies · Online Inference

World Action Models: Unifying Predictive Physics with Control

World action models (WAMs) unify predictive physics with control. They estimate how an environment will evolve under an intervention and…

Jun 10, 2026 · 12 min read · 0 claps #world-action-models #vlm #world-language-models

World Action Models: Unifying Predictive Physics with Control

AI

ML MLBoy

Read meters and nameplates with just an iPhone

All you need is an iPhone. Let AI do the field check.

Jun 09, 2026 · 2 min read · 0 claps #llm #vlm #ai

Read meters and nameplates with just an iPhone

AI LIF

ML MLBoy

Recipes for on-device VLM (image input LLM)

There’s an AI you can show a photo to and ask: “what is this?” — and it will reply, “Looks like a wooden dining table. Two mugs on it; one…

Jun 05, 2026 · 4 min read · 0 claps #vlm #llm #ai

Recipes for on-device VLM (image input LLM)

AI ECO HUM TCH

LU Luna Mo · Bootcamp

The Hardest Part of AI Is Defining What We Mean

A product-side reflection on DPO, visual language models, and why preference learning still depends on human clarity.

Jun 05, 2026 · 4 min read · 4 claps #artificial-intelligence #reinforcement-learning #product-management

The Hardest Part of AI Is Defining What We Mean

YI Yingze Bao

Large Models for Robotics 101

What do VLM, VLA, world models, policies mean?

Jun 05, 2026 · 4 min read · 0 claps #robotics #world-models #vlm

AI SCI

LU Luna Mo · Bootcamp

Why Traffic Violation Detection Is Still Hard for Video AI?

An experiment exploring how video AI models reason about traffic rules, vehicle movement, and complex lane violations.

Jun 03, 2026 · 5 min read · 54 claps #vlm #computer-vision #genai

Why Traffic Violation Detection Is Still Hard for Video AI?

HUM TCH AI

SR Sriram Gopalan · DecisionFacts

The Data Desert Choking Physical AI — And Seven Methods That Can End It

Robot training datasets are 100,000× smaller than what trained GPT-4. New methods — from a smartphone app anyone can use to force-sensing…

Jun 02, 2026 · 5 min read · 132 claps #physical-ai #teleoperation #robotics

The Data Desert Choking Physical AI — And Seven Methods That Can End It

MDA AI

IS Ishan Mishra

Will it fit? Knowing your GPU VRAM before you press run

A back-of-the-napkin guide to estimating LLM memory — for inference and training — without loading a single weight.

May 31, 2026 · 7 min read · 0 claps #llm #cuda #vlm

AI

SH Shaip · Becoming Human: Artificial Intelligence Magazine

VLM vs VLA: Key Differences Every Robotics Team Should Know | Shaip

Two model classes get conflated in robotics conversations: vision-language models and vision-language-action models. They sound similar…

May 26, 2026 · 4 min read · 0 claps #vlm-vs-vla #vlm #vla

VLM vs VLA: Key Differences Every Robotics Team Should Know | Shaip

TCH AI SPR

SH Shahzeb Ali

Why Vision-Language Models Are Replacing Traditional Computer Vision Pipelines

A few years ago, building a computer vision system felt like assembling a machine from dozens of disconnected parts.

May 26, 2026 · 5 min read · 0 claps #vlm #vision-language-model #computer-vision

Why Vision-Language Models Are Replacing Traditional Computer Vision Pipelines

HY Hyeongjun Kim · MUSINSA techblog — 무신사 테크 블로그

VLM을 쓰지 않은 이유: Geometric Prior로 25배 빠른 의류 디테일컷 자동화

무신사 유즈드에서 AI 기반 의류 디테일컷 자동 생성 시스템을 구축하며 겪은 기술적 의사결정과 구현 과정을 공유합니다.

May 26, 2026 · 15 min read · 5 claps #vlm #geometric-prior #musinsa

VLM을 쓰지 않은 이유: Geometric Prior로 25배 빠른 의류 디테일컷 자동화

AI

SI Siddhant Nitin Patil

Google Just Announced the Most Important Robot Training Data Source of the Next Decade.

Android XR intelligent eyewear ships this fall. Smart glasses → first-person data → humanoid foundation models. The real I/O headline.

May 21, 2026 · 3 min read · 0 claps #google #physical-ai #llm

Google Just Announced the Most Important Robot Training Data Source of the Next Decade.

TCH AI

LJ L.J.

The “Zero-Delta Trap”: Why VLM Distillation Stalls, and How NVIDIA’s DeltaPrompts Fixes It

NVIDIA Research recently dropped a fascinating paper titled DeltaPrompts. The core finding is a massive wake-up call for anyone working on…

May 20, 2026 · 2 min read · 0 claps #arxiv #2026 #nvidia

The “Zero-Delta Trap”: Why VLM Distillation Stalls, and How NVIDIA’s DeltaPrompts Fixes It

AI ECO

AL Altan "Atabarezz"

#Tech Review: Documents Are Becoming Computable 📄🧠

Most people still think OCR means: “turning scanned paper into text.” That definition is already obsolete.

May 19, 2026 · 4 min read · 2 claps paywalled #dark-data #ocr #ai

#Tech Review: Documents Are Becoming Computable 📄🧠

AI HUM

AB ABV — Applied AI Reviews

Odysseus: Teaching Vision-Language Models to Survive More Than One Clever Move

A Princeton-led paper shows how to train VLM agents for 100+ turn decision-making without using another giant model as the critic. The…

May 19, 2026 · 8 min read · 0 claps #artificial-intelligence #ai-agent #reinforcement-learning

Odysseus: Teaching Vision-Language Models to Survive More Than One Clever Move

AR Aryan Shah

Everything About VLMs/VLAs for Dum-Dums, Nerds, and People With 3-Token Attention Spans

How AI Learned to See, Talk, and Eventually Touch Stuff

May 16, 2026 · 6 min read · 0 claps #vla #vlm #robotics

SOC AI

LJ L.J.

Lost in Thought: Why Vision-Language Models Stop Looking at Images, and How to Teach Them to Look…

Here is a fascinating paper I came across recently. It tackles a subtle but critical flaw in how Multimodal Large Language Models (MLLMs)…

May 16, 2026 · 2 min read · 0 claps #aaai #2026 #vlm

Lost in Thought: Why Vision-Language Models Stop Looking at Images, and How to Teach Them to Look…

AI

SU Sumit jethani

I Built a Diffusion Model From Scratch — Here’s Everything That Actually Matters

I spent the last couple of days implementing a diffusion model from scratch on Kaggle. Building the forward process, the U-Net, the noise…

May 11, 2026 · 4 min read · 0 claps #stable-diffusion #diffusion-models #vlm

AI DSN MKT

VL VLM_Newbie

Visual Funnel: Resolving Contextual Blindness in Multimodal Large Language Models

Abstract

May 11, 2026 · 16 min read · 1 claps #mllm #vlm #paper

Visual Funnel: Resolving Contextual Blindness in Multimodal Large Language Models

AI

AB Abdul Basit

Fine-Tuning a Vision-Language Model with QLoRA for Document-to-Markdown Generation

Introduction

May 08, 2026 · 2 min read · 0 claps #vlm #qlora

AI

MU Muhammad Taha

Fine-Tuning a Vision Language Model with QLoRA for Document-to-Markdown Generation

Introduction

May 08, 2026 · 3 min read · 0 claps #vlm #genai #vit

AI

F2 F223443 Hajra Shehzad

Fine-Tuning a Vision Language Model for Document-to-Markdown Generation: A Complete Guide

Hajra Shehzad | Roll №22F-3443 | Batch 22 | CFD Campus, FAST

May 03, 2026 · 3 min read · 0 claps #vlm #markdown #fine-tuning

HUM AI

YO YouShin kim

[arXiv] — Watch Before You Answer: Learning from Visually Grounded Post-Training

비전-언어 모델(VLM)의 비디오 이해 성능은 급격히 발전하고 있으나, 본 논문은 이러한 발전의 상당 부분이 실제 시각적 이해가 아닌 **언어적 지름길(Linguistic Shortcutting)**에 의존하고 있다는 점을 지적합니다. 연구진은 이를…

Apr 13, 2026 · 5 min read · 0 claps #vlm #video-understanding #linguisticshortcutting

[arXiv] — Watch Before You Answer: Learning from Visually Grounded Post-Training

MED HUM AI

SU suguuuu

REG2025: Deep Dive into MICCAI’s Challenge on Generating Pathology Reports from Whole Slide Images

This article was written with Claude Code (Claude Opus 4.6) and reviewed/edited by a human.

Apr 11, 2026 · 10 min read · 2 claps #miccai #pathology #medical-ai

REG2025: Deep Dive into MICCAI’s Challenge on Generating Pathology Reports from Whole Slide Images

HUM AI

SF Sfatimah Azzahra

How I trained a VLM to stop hallucinating bridge defects using GRPO

VLMs are confident. Yet, they’re not always accurate.

Mar 13, 2026 · 5 min read · 2 claps #vlm #reinforcement-learning #supervised-fine-tuning

How I trained a VLM to stop hallucinating bridge defects using GRPO

SCI

SA Sarah Elizabete

Desmistificando o Reconhecimento Óptico de Caracteres: Como as máquinas aprenderam a ler e por que…

Do cérebro humano aos algoritmos de visão computacional: entendendo como imagens se transformam em texto interpretável por máquinas.

Mar 04, 2026 · 13 min read · 0 claps #ocr #visão-computacional #vlm

Desmistificando o Reconhecimento Óptico de Caracteres: Como as máquinas aprenderam a ler e por que…

AI HUM

ED 黃仁和 Edward Huang

Anomaly-OV：讓 AI 不只「看到」異常，更能「解釋」為什麼

這份研究由 Johns Hopkins University 與 Honda Research Institute USA 的研究團隊發佈於 CVPR’25 上。針對多模態大型語言模型（MLLMs）在零樣本異常檢測與推理上的不足，提出了名為 Anomaly-OneVision…

Feb 28, 2026 · 15 min read · 0 claps #vlm #llm #ai

AI ECO

BI Bibek Poudel

Beyond Recognition: Why Vision Language Models are the Future of Document Intelligence

Document processing is entering a new era, driven by the rise of Vision-Language Models (VLMs) that are redefining the limits of automated…

Feb 26, 2026 · 4 min read · 7 claps #ocr #document-intelligence #vlm

Beyond Recognition: Why Vision Language Models are the Future of Document Intelligence

AI

AM Amegilla · Sparktastic

Alright then…adding vLLM to the mix

Evolving my local inference stack

Feb 14, 2026 · 4 min read · 3 claps #dgx-spark #local-llm #vllm

AI HUM

BR Brandon Smock · Kensho Blog

Introducing PubTables-v2: Kensho’s New Dataset Empowering Next-Gen AI for Table Extraction

We are excited to announce PubTables-v2, a first-of-its-kind large-scale dataset designed for full-page and multi-page table extraction…

Feb 12, 2026 · 6 min read · 6 claps #data-extraction #ai #table-extraction

Introducing PubTables-v2: Kensho’s New Dataset Empowering Next-Gen AI for Table Extraction

AI

AL Alex Zhang

PaddleOCR-VL-1.5: Achieving SOTA Document Parsing with a 0.9B Vision-Language Model

Mastering “in-the-wild” document parsing: How we optimized a compact 0.9B model to handle distortion, text spotting, and seal recognition…

Jan 31, 2026 · 5 min read · 0 claps #paddleocr #vlm #document-parsing

PaddleOCR-VL-1.5: Achieving SOTA Document Parsing with a 0.9B Vision-Language Model

AI

DA Dario Finardi

Quando l’hardware non basta: perché una H100 non salverà il tuo progetto OCR

Un benchmark sul campo con 1.200 documenti reali della PA italiana (1939–2009)

Jan 19, 2026 · 10 min read · 0 claps #ocr #ocr-tesseract #paddleocr

Quando l’hardware non basta: perché una H100 non salverà il tuo progetto OCR

AI

KA Kasım Yıldırım

HERKES İÇİN BİR TUTAM VLM SERİSİ — 5🎓

LLaVA: Görsel ve Metin Dünyasını Birleştiren İlk Gerçek VLM 🧠👁️

Jan 05, 2026 · 5 min read · 51 claps #ai #llm #vlm

TCH AI

AL Alex Zhang

Accelerating PaddleOCR-VL with vLLM via PaddleOCR CLI

Making Document AI Truly Production-Ready

Dec 20, 2025 · 4 min read · 3 claps #vllm #docker #document-ai

Accelerating PaddleOCR-VL with vLLM via PaddleOCR CLI

AI

MA Matthew Gunton

How Luminal Optimized Novoflow’s AI Workflow

Going Through the Strategies We Used to Speed up a VLM

Dec 16, 2025 · 3 min read · 0 claps #luminal #novoflow #inference-optimization

How Luminal Optimized Novoflow’s AI Workflow

TCH

AL Alex Zhang

One-Click Deployment of PaddleOCR-VL with Docker

A Beginner-Friendly, Production-Ready Guide

Dec 15, 2025 · 4 min read · 1 claps #docker #vlm #paddleocr

One-Click Deployment of PaddleOCR-VL with Docker

AI SCI

ED 黃仁和 Edward Huang

Language-Guided Adaptive Vision TokenPruning for Efficient Multimodal LargeLanguage Models

動機

Dec 08, 2025 · 6 min read · 0 claps #vlm #llm #ai

Language-Guided Adaptive Vision TokenPruning for Efficient Multimodal LargeLanguage Models

AI

TH The Living Edge

Last Week in Multimodal AI #35: Small Models, Modular Vision

Quick Hits (TL;DR)

Dec 01, 2025 · 6 min read · 0 claps #vlm #mllm #multimodal-ai

Last Week in Multimodal AI #35: Small Models, Modular Vision

SPT

TA Tamanna

Guide to Multi-Object Tracking Technologies

Hey there, if you’ve ever watched a sports replay with player paths highlighted or a self-driving car weaving through traffic, you’ve seen…

Oct 05, 2025 · 33 min read · 1,326 claps paywalled #multi-object-tracking #vlm #yolo

Guide to Multi-Object Tracking Technologies

AI TCH

DE Deepankar Singh · AI-Enthusiast

Qwen VLM: A Large Multimodal Model with Advanced Visual Understanding and Generation Capabilities

In the rapidly evolving landscape of artificial intelligence, Large Vision Language Models (LVLMs) have emerged as powerful tools for…

Sep 17, 2025 · 5 min read · 417 claps paywalled #qwen #vlm #llm

Qwen VLM: A Large Multimodal Model with Advanced Visual Understanding and Generation Capabilities

A 우술

우술 AI 연구소의 최신 AI 기술 개발 현황

안녕하세요! 우술 AI 연구소에서 최근 완료하고 진행 중인 흥미로운 AI 기술 개발 소식을 전해드리려고 합니다. 음악, 대화, 이미지 분석 등 다양한 분야에서 혁신적인 기술들이 속속 개발되고 있는데요, 어떤 성과들이 있었는지 함께 살펴보시죠.

Sep 10, 2025 · 5 min read · 0 claps #vocal-remover #ai-chatbot #kakaotalk

KO KoshurAI

🚀 I Tried Apple’s FastVLM — Here’s How You Can Run It in Just a Few Lines of Code

Spoiler: It’s insanely fast. Think “real-time VLMs on your laptop fast.”

Aug 30, 2025 · 2 min read · 1 claps paywalled #fastvlm #vlm #apple-ai