EML Tübingen

czsl

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

BayesCap

(ECCV 2022) BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks

WaffleCLIP

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

LanguageGuidance_for_DML

This repository contains the code for our CVPR 2022 paper on "Integrating Language Guidance into Vision-based Deep Metric Learning".

AVCA-GZSL

This repository contains the code for our CVPR 2022 paper on "Audio-visual Generalised Zero-shot Learning with Cross-modal Attention and Language"

ACVC

Official PyTorch implementation of CVPRW 2022 paper "Attention Consistency on Visual Corruptions for Single-Source Domain Generalization"

CLEVR-X

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

UncertaintyAwareCycleConsistency

Building blocks for uncertainty-aware cycle consistency presented at NeurIPS'21.

ProbVLM

ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models

TCAF-GZSL

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

ImageSelect

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

sketch-primitives

ECCV 2022: Abstracting Sketches through Simple Primitives

Vision_by_Language

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

in-context-impersonation

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

NonIsotropicProxyDML

This repository contains the code for our CVPR 2022 paper on "Non-isotropy Regularization for Proxy-based Deep Metric Learning".

ImageFreeZSL

ISCO

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

Probabilistic_Deep_Metric_Learning

This repository contains the code for our ECCV 2022 paper on our "Non-isotropic Probabilistic Take on Proxy-based Deep Metric Learning".

ZerAuCap

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

DeViL

GCPR 2023 - DeViL: Decoding Vision features into Language

KG-SP

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

uot-fm

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

AVDIFF-GFSL

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

Spurious_CM_Retrieval

Official PyTorch implementation of CVPR 2023 MULA Workshop paper "Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval"

ReGaDa

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

Deep-Graph-Persistence

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

APN

This is a PyTorch implementation of the paper "Attribute Prototype Network for Zero-Shot Learning".

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]

ZS-A2T

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

co-cge