EML Munich

EML Munich's repositories

ReNO

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

Language:PythonMIT130 5 9

czsl

PyTorch CZSL framework containing GQA, the open-world setting, and the CGE and CompCos methods.

Language:PythonGPL-3.0114 4 37

Vision_by_Language

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

Language:PythonMIT60 5 9

WaffleCLIP

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

Language:PythonMIT56 3 2

fomo_in_flux

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

Language:PythonMIT53 110

flair

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

Language:Python44 7 1

ProbVLM

ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models

Language:PythonMIT36 5 10

EgoCVR

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

Language:PythonMIT35 5 3

DataDream

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

Language:Python31 4 7

ImageSelect

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

Language:PythonMIT27 7 2

CLEVR-X

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

Language:PythonBSD-3-Clause26 3 1

sketch-primitives

ECCV 2022: Abstracting Sketches through Simple Primitives

Language:PythonGPL-3.026 5 6

in-context-impersonation

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

Language:PythonMIT22 4 2

ImageFreeZSL

Language:Python17 7 2

ZerAuCap

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

Language:Python17 70

uot-fm

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

Language:PythonMIT14 4 2

DeViL

GCPR 2023 - DeViL: Decoding Vision features into Language

Language:PythonGPL-3.012 30

ISCO

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

GPL-3.012 6 1

cosmos

11 30

KG-SP

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

Language:PythonGPL-3.011 5 4

AVDIFF-GFSL

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

Language:PythonMIT8 50

concept_realignment

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

Language:PythonMIT8 40

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]

MIT7 50

ReGaDa

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

Language:PythonGPL-3.06 4 1

Deep-Graph-Persistence

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

Language:Python4 50

ZS-A2T

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

3 30

DeLoRA

MIT200

LoFT

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

Language:Python200

vla-gender-bias

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

Language:Python2 30

FantasticGains

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

Language:PythonMIT000