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Multimodal Integration with Modality-agnostic Autoencoders - Developed by LMIB @ KU Leuven

Experimental web console for real-time multimodal AI interactions (voice/video) using Gemini 2.0 Live API and NijiVoice. Next.js (TypeScript, Tailwind) frontend and FastAPI backend communicate over WebSocket for low-latency streaming.

I forgot to fork the repo of LineVD project at first so I create this repository to store the current work, I will add the original work link at the readme file

Чат-бот с LLL + RAG

A serverless invite-only AI-powered chat bot on Telegram.

Google Earth Engine tool to generate multi-modal and multi-temporal datasets, including spatially and temporally aligned Sentinel-1 SAR data, Sentinel-2 multispectral data, weather and DEM-based data. A supplementary material for Paluba et al. 2024: "Identification of Optimal Sentinel-1 SAR Polarimetric Parameters for Forest Monitoring in Czechia

A new optimizer, Gradient Ascent: Gradient Ascent adjusts the parameters in the direction of the gradient to maximize some objective function.

Multimodal data alignment and cell type analysis with coupled autoencoders.

Official PyTorch implementation for "Where You Edit is What You Get: Text-Guided Image Editing with Region-Based Attention" (Pattern Recognition)

Real time video generation

Codebase for the paper titled 'A Shared Encoder Approach to Multimodal Representation Learning'

Official codebase for RetFiner: A Vision-Language Refinement Scheme for Retinal Foundation Models

A visual, web-based programming language and AI notebook: compute, compose, converse.

A local personal memory lab with programmable fractal search and evidence governance.

A voice assistant with local LLM as a backend

Read PGS (Bluray) and VobSub (DVD) image subtitles and extract their text using external Vision Language Models.

Lna-Lab production pipeline: GGUF -> modelopt-format NVFP4 + working MTP head for vLLM on RTX PRO 6000 Blackwell (SM120). Stages 2 (NVFP4) and 3 (MTP graft) are Lna-Lab originals; stage 1 (GGUF->bf16) reuses li-yifei/gguf-to-nvfp4.

SkyPortal SDK & CLI - Open Source

TokenFlow is an enterprise-grade, token-aware load balancer and AI gateway for vLLM. It prevents GPU OOM crashes using Redis-backed admission control, semantic caching, and dynamic token routing. Built in TypeScript for extreme bare-metal performance.

Reproducible kit to deploy DeepSeek-V4-Flash-DSpark on a 2× NVIDIA DGX Spark (GB10) cluster: vLLM TP=2 over QSFP 200GbE, NVFP4 KV, DSpark speculative decoding, 1M context, systemd self-heal. Apache-2.0.