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Articles · Rebeauty Atlas

AI HUM

AL aleyna kırmızı

SurveillanceVQA-589K: A Benchmark for Comprehensive Surveillance Video-Language Understanding with…

Liu, B., Qiao, P., Ma, M., Zhang, X., Tang, Y., Xu, P., … & Yuan, T. (2025). Surveillancevqa-589k: A benchmark for comprehensive…

May 10, 2026 · 7 min read · 0 claps #survelliance #visual-question-answering #benchmark

SurveillanceVQA-589K: A Benchmark for Comprehensive Surveillance Video-Language Understanding with…

AI

DU Durgapolisetty

Complex Question Answering via Synthesis

How modern NLP systems go beyond simple lookup to reason, retrieve and synthesize answers from many sources

Mar 22, 2026 · 4 min read · 0 claps #nlp #complexquestion #synthesis

Complex Question Answering via Synthesis

AI

DU Duong Tran

Askmore: Building a VQA Model from Scratch in PyTorch — Part 3: Q-Former Projector

“Borrowing a BLIP trick: let a mini-Transformer do the talking between vision and text.”

Sep 22, 2025 · 5 min read · 0 claps #vision-language-model #visual-question-answering

AI

DU Duong Tran

Askmore: Building a VQA Model from Scratch in PyTorch — Part 2: Transformer-based model

Swapping the GRU for a Transformer, because 2014 called and wants its RNNs back.

Sep 12, 2025 · 7 min read · 0 claps #vision-language-model #visual-question-answering

AI

DU Duong Tran

Askmore: Building a VQA Model from Scratch in PyTorch — Part 1: GRU-based model

TL;DR: In this first part I implement a toy Visual Question Answering (VQA) model in pure PyTorch, built from a CNN image encoder and a…

Sep 12, 2025 · 7 min read · 9 claps #vision-language-model #visual-question-answering

Askmore: Building a VQA Model from Scratch in PyTorch — Part 1: GRU-based model

AI HUM

AI AIRI Team · AIRI.Institute

Semantic graphs improved 3D scene understanding

An important skill that embodied agents (such as robots, unmanned vehicles, and similar devices) must possess is the ability to solve tasks…

Aug 04, 2025 · 2 min read · 1 claps #artificial-intelligence #machine-learning #llm

Semantic graphs improved 3D scene understanding

AI

PR PrajnaAI

Why VoRA’s Bold LoRA-Only Approach Could Change Multimodal AI Forever

In the world of artificial intelligence, the quest to build models that understand and generate content across multiple modes — like text…

Jun 02, 2025 · 7 min read · 5 claps #low-rank-adaptation #vision-as-lora #multimodal-ai

Why VoRA’s Bold LoRA-Only Approach Could Change Multimodal AI Forever

HUM AI

CH Christian Grech · Dev Genius

Fine-Tuning vs Zero-Shot: A Practical Guide to Visual Question Answering with Transformers

ViLT or BLIP-2? Discover which VQA model fits your needs — whether you’re aiming for accuracy, flexibility, or both.

May 12, 2025 · 4 min read · 0 claps paywalled #large-language-models #visual-question-answering #software-engineering

Fine-Tuning vs Zero-Shot: A Practical Guide to Visual Question Answering with Transformers

AI HUM GEN

DE Debal B · Data Science Collective

How AI Chat Bots perform on a Vision task

Greetings fellow Earthlings!!

Mar 25, 2025 · 9 min read · 0 claps #generative-ai-tools #chatbots #visual-question-answering

How AI Chat Bots perform on a Vision task

HUM AI

VE Venkateswarlumopidevi

Multi-Modal Learning: How I Built an AI Model That Understands Images & Text Together

Introduction

Mar 24, 2025 · 11 min read · 10 claps #deep-learning #visual-question-answering #multi-modal-learning

Multi-Modal Learning: How I Built an AI Model That Understands Images & Text Together

AI

AB Abdulkader Helwan · Artificial Intelligence in Plain English

Fine-Tuning a Medical VQA Model

Medical Visual Question Answering

Nov 30, 2024 · 3 min read · 45 claps paywalled #vqa #visual-question-answering #llm

ART AI

SH shashank Jain

BLIP-2: A Detailed Look at the Architecture, Training, and Inference

Introduction

Jul 09, 2023 · 3 min read · 9 claps #blip #blip-2 #llm