Pinned Repositories
ACVC
Official PyTorch implementation of CVPRW 2022 paper "Attention Consistency on Visual Corruptions for Single-Source Domain Generalization"
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"
BayesCap
(ECCV 2022) BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks
czsl
PyTorch CZSL framework containing GQA, the open-world setting, and the CGE and CompCos methods.
LanguageGuidance_for_DML
This repository contains the code for our CVPR 2022 paper on "Integrating Language Guidance into Vision-based Deep Metric Learning".
ReNO
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization
UncerGuidedI2I
Uncertainty Guided Progressive GANs for Medical Image Translation
UncertaintyAwareCycleConsistency
Building blocks for uncertainty-aware cycle consistency presented at NeurIPS'21.
Vision_by_Language
[ICLR 2024] Official repository for "Vision-by-Language for Training-Free Compositional Image Retrieval"
WaffleCLIP
Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts"
EML Tübingen's Repositories
ExplainableML/czsl
PyTorch CZSL framework containing GQA, the open-world setting, and the CGE and CompCos methods.
ExplainableML/WaffleCLIP
Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts"
ExplainableML/BayesCap
(ECCV 2022) BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks
ExplainableML/ReNO
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization
ExplainableML/LanguageGuidance_for_DML
This repository contains the code for our CVPR 2022 paper on "Integrating Language Guidance into Vision-based Deep Metric Learning".
ExplainableML/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"
ExplainableML/ACVC
Official PyTorch implementation of CVPRW 2022 paper "Attention Consistency on Visual Corruptions for Single-Source Domain Generalization"
ExplainableML/Vision_by_Language
[ICLR 2024] Official repository for "Vision-by-Language for Training-Free Compositional Image Retrieval"
ExplainableML/CLEVR-X
CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations
ExplainableML/ImageSelect
Code for the paper "If at First You Don't Succeed, Try, Try Again: Faithful Diffusion-based Text-to-Image Generation by Selection"
ExplainableML/ProbVLM
ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models
ExplainableML/UncertaintyAwareCycleConsistency
Building blocks for uncertainty-aware cycle consistency presented at NeurIPS'21.
ExplainableML/TCAF-GZSL
This repository contains the code for our ECCV 2022 paper "Temporal and cross-modal attention for audio-visual zero-shot learning"
ExplainableML/sketch-primitives
ECCV 2022: Abstracting Sketches through Simple Primitives
ExplainableML/in-context-impersonation
[NeurIPS 2023 Spotlight] In-Context Impersonation Reveals Large Language Models' Strengths and Biases
ExplainableML/NonIsotropicProxyDML
This repository contains the code for our CVPR 2022 paper on "Non-isotropy Regularization for Proxy-based Deep Metric Learning".
ExplainableML/ImageFreeZSL
ExplainableML/ISCO
ICCV 2023: Iterative Superquadric Recomposition of 3D Objects from Multiple Views
ExplainableML/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".
ExplainableML/ZerAuCap
[NeurIPS 2023 - ML for Audio Workshop (Oral)] Zero-shot audio captioning with audio-language model guidance and audio context keywords
ExplainableML/DeViL
GCPR 2023 - DeViL: Decoding Vision features into Language
ExplainableML/KG-SP
PyTorch code of our KG-SP method for Compositional Zero-Shot Learning
ExplainableML/uot-fm
Official Repository for "Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation" [ICLR 2024]
ExplainableML/AVDIFF-GFSL
This repository contains the code for our DAGM GCPR 2023 paper "Text-to-feature diffusion for audio-visual few-shot learning"
ExplainableML/Spurious_CM_Retrieval
Official PyTorch implementation of CVPR 2023 MULA Workshop paper "Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval"
ExplainableML/ReGaDa
BMVC 2023: Video-adverb retrieval with compositional adverb-action embeddings
ExplainableML/Deep-Graph-Persistence
Code for the paper "Addressing caveats of neural persistence with deep graph persistence".
ExplainableML/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]
ExplainableML/ZS-A2T
[GCPR 2023] Zero-shot Translation of Attention Patterns in VQA Models to Natural Language
ExplainableML/co-cge