EML Munich (ExplainableML)

EML Munich

ExplainableML

Organization data from Github https://github.com/ExplainableML

Explainable Machine Learning group at Helmholtz Munich and Technical University of Munich

Location:Germany

Home Page:https://eml-munich.de/

GitHub:@ExplainableML

EML Munich's repositories

ReNO

[NeurIPS 2024] ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization

Language:PythonLicense:MITStargazers:156Issues:5Issues:15

flair

[CVPR 2025] FLAIR: VLM with Fine-grained Language-informed Image Representations

Vision_by_Language

[ICLR 2024] Official repository for "Vision-by-Language for Training-Free Compositional Image Retrieval"

Language:PythonLicense:MITStargazers:80Issues:5Issues:11
Language:PythonLicense:MITStargazers:64Issues:2Issues:2

fomo_in_flux

Code and benchmark for the paper: "A Practitioner's Guide to Continual Multimodal Pretraining" [NeurIPS'24]

Language:PythonLicense:MITStargazers:60Issues:10Issues:0

DataDream

[ECCV 2024] Official repository for "DataDream: Few-shot Guided Dataset Generation"

ProbVLM

ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models

Language:PythonLicense:MITStargazers:44Issues:5Issues:10

sae-for-vlm

[NeurIPS 2025] Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models

Language:PythonStargazers:42Issues:0Issues:0

EgoCVR

[ECCV 2024] EgoCVR: An Egocentric Benchmark for Fine-Grained Composed Video Retrieval

Language:PythonLicense:MITStargazers:41Issues:5Issues:3

cosmos

[CVPR 2025] COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training

Language:PythonStargazers:31Issues:3Issues:0

sketch-primitives

ECCV 2022: Abstracting Sketches through Simple Primitives

Language:PythonLicense:GPL-3.0Stargazers:26Issues:5Issues:6

TCAF-GZSL

This repository contains the code for our ECCV 2022 paper "Temporal and cross-modal attention for audio-visual zero-shot learning"

Language:PythonLicense:MITStargazers:24Issues:5Issues:16

in-context-impersonation

[NeurIPS 2023 Spotlight] In-Context Impersonation Reveals Large Language Models' Strengths and Biases

Language:PythonLicense:MITStargazers:22Issues:3Issues:2

ZerAuCap

[NeurIPS 2023 - ML for Audio Workshop (Oral)] Zero-shot audio captioning with audio-language model guidance and audio context keywords

Language:PythonStargazers:18Issues:7Issues:0

uot-fm

Official Repository for "Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation" [ICLR 2024]

Language:PythonLicense:MITStargazers:17Issues:4Issues:2

DeLoRA

[ICLR25] Official Implementation of "Decoupling Angles and Strength in Low-rank Adaptation"

Language:PythonLicense:MITStargazers:13Issues:0Issues:0

TiViT

Time Vision Transformer

Language:PythonLicense:MITStargazers:13Issues:1Issues:0

WikiBigEdit

This is the official repository for the WikiBigEdit benchmark, introduced in the paper Understanding the Limits of Lifelong Knowledge Editing in LLMs.

Language:PythonLicense:NOASSERTIONStargazers:9Issues:0Issues:0

AVDIFF-GFSL

This repository contains the code for our DAGM GCPR 2023 paper "Text-to-feature diffusion for audio-visual few-shot learning"

Language:PythonLicense:MITStargazers:8Issues:4Issues:0

concept_realignment

Official PyTorch implementation of "Improving Intervention Efficacy via Concept Realignment in Concept Bottleneck Models" (ECCV 2024)

Language:PythonLicense:MITStargazers:8Issues:3Issues:0

General-Knowledge-Transfer

Official repository for "Fantastic Gains and Where to Find Them: On the Existence and Prospect of General Knowledge Transfer between Any Pretrained Model" [ICLR 2024 spotlight]

Language:PythonStargazers:7Issues:0Issues:0

vla-gender-bias

[ICLR 2025] Revealing and Reducing Gender Biases in Vision and Language Assistants (VLAs)

LoFT

Synthetic Dataset Generation with Few-shot Guidance: LoFT [Arxiv] & DataDream [ECCV24]

Language:PythonStargazers:5Issues:0Issues:0

align-then-unlearn

[ICML 2025 Workshop MUGen] Align-then-Unlearn: Embedding Alignment for LLM Unlearning

Language:PythonStargazers:4Issues:0Issues:0

Deep-Graph-Persistence

Code for the paper "Addressing caveats of neural persistence with deep graph persistence".

Language:PythonStargazers:4Issues:5Issues:0

FantasticGains

[ICLR 2024] Fantastic Gains and Where to Find Them: On the Existence and Prospect of General Knowledge Transfer between Any Pretrained Model

Language:PythonLicense:MITStargazers:1Issues:0Issues:0

flair-website

Project Page for FLAIR [CVPR 2025]

Language:JavaScriptStargazers:1Issues:0Issues:0