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

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Vision_by_Language

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

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WaffleCLIP

Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts"

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fomo_in_flux

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

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flair

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

ProbVLM

ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models

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EgoCVR

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

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DataDream

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

ImageSelect

Code for the paper "If at First You Don't Succeed, Try, Try Again: Faithful Diffusion-based Text-to-Image Generation by Selection"

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CLEVR-X

CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations

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sketch-primitives

ECCV 2022: Abstracting Sketches through Simple Primitives

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in-context-impersonation

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

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ZerAuCap

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

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uot-fm

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

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DeViL

GCPR 2023 - DeViL: Decoding Vision features into Language

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ISCO

ICCV 2023: Iterative Superquadric Recomposition of 3D Objects from Multiple Views

KG-SP

PyTorch code of our KG-SP method for Compositional Zero-Shot Learning

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AVDIFF-GFSL

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

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concept_realignment

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

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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]

License:MITStargazers:7Issues:5Issues:0

ReGaDa

BMVC 2023: Video-adverb retrieval with compositional adverb-action embeddings

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Deep-Graph-Persistence

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

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LoFT

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

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ZS-A2T

[GCPR 2023] Zero-shot Translation of Attention Patterns in VQA Models to Natural Language

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vla-gender-bias

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

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WikiBigEdit

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

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FantasticGains

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

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