EML Munich

All

39 repositories

FantasticGains
Public
[ICLR 2024] Fantastic Gains and Where to Find Them: On the Existence and Prospect of General Knowledge Transfer between Any Pretrained Model
Python
•
MIT License
•0•0•0•0•Updated Oct 31, 2024Oct 31, 2024
ReNO
Public
[NeurIPS 2024] ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization
text-to-image text-to-image-generation stable-diffusion reward-models
Python
•
MIT License
•7•95•6•0•Updated Oct 12, 2024Oct 12, 2024
ImageFreeZSL
Public
Python
•0•17•0•0•Updated Oct 5, 2024Oct 5, 2024
EgoCVR
Public
[ECCV 2024] EgoCVR: An Egocentric Benchmark for Fine-Grained Composed Video Retrieval
Python
•
MIT License
•0•22•1•0•Updated Aug 27, 2024Aug 27, 2024
fomo_in_flux
Public
Code and benchmark for the paper: "A Practitioner's Guide to Continual Multimodal Pretraining" [NeurIPS'24]
0•32•0•0•Updated Aug 26, 2024Aug 26, 2024
concept_realignment
Public
Official PyTorch implementation of "Improving Intervention Efficacy via Concept Realignment in Concept Bottleneck Models" (ECCV 2024)
Python
•
MIT License
•1•4•0•0•Updated Aug 12, 2024Aug 12, 2024
DataDream
Public
[ECCV 2024] Official repository for "DataDream: Few-shot Guided Dataset Generation"
Python
•2•23•3•0•Updated Jul 24, 2024Jul 24, 2024
AVDIFF-GFSL
Public
This repository contains the code for our DAGM GCPR 2023 paper "Text-to-feature diffusion for audio-visual few-shot learning"
Python
•
MIT License
•1•8•0•0•Updated Jul 23, 2024Jul 23, 2024
Vision_by_Language
Public
[ICLR 2024] Official repository for "Vision-by-Language for Training-Free Compositional Image Retrieval"
image-retrieval multimodal llm
Python
•
MIT License
•4•41•0•0•Updated Jul 4, 2024Jul 4, 2024
uot-fm
Public
Official Repository for "Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation" [ICLR 2024]
Python
•
MIT License
•3•11•1•0•Updated May 15, 2024May 15, 2024
General-Knowledge-Transfer
Public
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]
MIT License
•0•7•0•0•Updated Feb 20, 2024Feb 20, 2024
sketch-primitives
Public
ECCV 2022: Abstracting Sketches through Simple Primitives
Python
•
GNU General Public License v3.0
•4•25•2•0•Updated Jan 19, 2024Jan 19, 2024
in-context-impersonation
Public
[NeurIPS 2023 Spotlight] In-Context Impersonation Reveals Large Language Models' Strengths and Biases
chatbot text-generation artificial-intelligence llama clip reasoning bandit neurips-2023 mmlu llama2
Python
•
MIT License
•0•20•2•0•Updated Dec 27, 2023Dec 27, 2023
ProbVLM
Public
ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models
uncertainty-quantification uncertainty-estimation bayesian-deep-learning vision-language-model pytorch
Python
•
MIT License
•2•31•0•0•Updated Dec 21, 2023Dec 21, 2023
Deep-Graph-Persistence
Public
Code for the paper "Addressing caveats of neural persistence with deep graph persistence".
topological-data-analysis tda ood-detection domain-shift neural-persistence
Python
•0•4•0•0•Updated Nov 29, 2023Nov 29, 2023
ZerAuCap
Public
[NeurIPS 2023 - ML for Audio Workshop (Oral)] Zero-shot audio captioning with audio-language model guidance and audio context keywords
audio zero-shot opt audio-captioning clotho-dataset large-language-models neurips-2023 audiocaps
0•14•0•0•Updated Nov 20, 2023Nov 20, 2023
ReGaDa
Public
BMVC 2023: Video-adverb retrieval with compositional adverb-action embeddings
Python
•
GNU General Public License v3.0
•1•6•1•0•Updated Nov 17, 2023Nov 17, 2023
CLEVR-X
Public
CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations
clevr visual-question-answering explainability natural-language-explanations clevr-x nlg-metrics
Python
•
BSD 3-Clause "New" or "Revised" License
•1•25•0•0•Updated Oct 27, 2023Oct 27, 2023
DeViL
Public
GCPR 2023 - DeViL: Decoding Vision features into Language
Python
•
GNU General Public License v3.0
•0•10•0•0•Updated Oct 16, 2023Oct 16, 2023
ISCO
Public
ICCV 2023: Iterative Superquadric Recomposition of 3D Objects from Multiple Views
GNU General Public License v3.0
•0•12•1•0•Updated Oct 5, 2023Oct 5, 2023
KG-SP
Public
PyTorch code of our KG-SP method for Compositional Zero-Shot Learning
Python
•
GNU General Public License v3.0
•0•11•0•0•Updated Aug 10, 2023Aug 10, 2023
ZS-A2T
Public
[GCPR 2023] Zero-shot Translation of Attention Patterns in VQA Models to Natural Language
vqa vlm opt gqa llm zs-a2t gqa-rex vqa-x attention-rollout gcpr-2023
0•3•0•0•Updated Jul 28, 2023Jul 28, 2023
ImageSelect
Public
Code for the paper "If at First You Don't Succeed, Try, Try Again: Faithful Diffusion-based Text-to-Image Generation by Selection"
Python
•
MIT License
•1•27•0•0•Updated Jul 10, 2023Jul 10, 2023
WaffleCLIP
Public
Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts"
clip generalization vision-language llm
Python
•
MIT License
•4•52•1•0•Updated Jul 8, 2023Jul 8, 2023
czsl
Public
PyTorch CZSL framework containing GQA, the open-world setting, and the CGE and CompCos methods.
Python
•
GNU General Public License v3.0
•27•112•7•0•Updated Jun 22, 2023Jun 22, 2023
Spurious_CM_Retrieval
Public
Official PyTorch implementation of CVPR 2023 MULA Workshop paper "Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval"
0•7•0•0•Updated Apr 3, 2023Apr 3, 2023
NonIsotropicProxyDML
Public
This repository contains the code for our CVPR 2022 paper on "Non-isotropy Regularization for Proxy-based Deep Metric Learning".
Python
•
Apache License 2.0
•5•14•1•0•Updated Mar 10, 2023Mar 10, 2023
ACVC
Public
Official PyTorch implementation of CVPRW 2022 paper "Attention Consistency on Visual Corruptions for Single-Source Domain Generalization"
machine-learning computer-vision data-augmentation cvpr cvprw domain-generalization cvpr2022 cvprw2022 single-source-domain-generalization l3d-ivu
Python
•
MIT License
•0•28•1•0•Updated Feb 22, 2023Feb 22, 2023
BayesCap
Public
(ECCV 2022) BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks
machine-learning computer-vision deep-learning uncertainty medical-imaging calibration gans uncertainty-quantification uncertainty-estimation inpainting
Jupyter Notebook
•
Apache License 2.0
•3•49•2•0•Updated Dec 14, 2022Dec 14, 2022
Probabilistic_Deep_Metric_Learning
Public
This repository contains the code for our ECCV 2022 paper on our "Non-isotropic Probabilistic Take on Proxy-based Deep Metric Learning".
Python
•0•11•0•0•Updated Dec 6, 2022Dec 6, 2022