Jonas Loos

Repository for ICLR 2025 DeLTa Workshop Paper "Latent Diffusion U-Net Representations Contain Positional Embeddings and Anomalies"

Inofficial implementation of "Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models"

replacing RoPE with PoPE in Pyhia models and recalibrating

A webapp to convert from Bibtex to Hayagriva

Dynamically updating plots in Jupyter notebooks, e.g. for visualizing training progress.

Display a jupyter notebook using github pages

like html, but nicer.

DroPE Replication with Pythia

Simple Representation Extraction for Diffusion Models

explore the similarity between stable diffusion representations

A simple toy programming language

High-quality single-file implementations of SOTA Offline RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC

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Tool for visualizing representation similarities in Stable Diffusion models

What do you see in the noise?

generating mnist images using a coupled-oscillator model

First-person game with real extra spatial dimensions (4D/5D movement, Three.js)

MapPFN: Learning Causal Perturbation Maps in Context

Animated Maps in Grafana

Pytorch implementation of Diffusion Models (https://arxiv.org/pdf/2006.11239.pdf) - MNIST version

Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks

Extending the Context of Pretrained LLMs by Dropping Their Positional Embedding

browser cmdline interface

This is the data for the H-Space similarity explorer.

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Minimal colored-MNIST setup for probing broad behavioral drift after narrow finetuning

Visualize image embeddings of a rotating 3d model

replication of "Just-in-time and distributed task representations in language models"

novel nn architecture representing weights and activations by positions on the ring provided by integers with overflow

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Bayesian optimization for hyperparameter tuning of a ResNet model on Fashion-MNIST

Type fast with just your cursor

convert Python objects to Latex math

reconstruct images from DINOv2 representations

NanoGPT (124M) in 3 minutes - rtx 4090

An analysis of representation similarities in latent diffusion models and implications for representation extraction

[discontinued] Webapp for visualizing h-space modification of SDXL-Turbo.

SD3 for Semantic Correspondence

A very simple ros2 node for depth estimation using `Intel/dpt-large`.

ROS2 node for object detection and position estimation using a camera feed and depth information

ROS2 Wrapper for OpenCV Aruco Marker Tracking

[discontinued] parsed Covid-Data from the RKI in a simple format