explainableml Goto Github PK

acvc

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

apn

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

avdiff-gfsl

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

bayescap

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

ccl

Code on Paper [CVPR2021]Distilling Audio-Visual Knowledge by Compositional Contrastive Learning

clevr-x

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

co-cge

concept_realignment

czsl

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

datadream

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

deep-graph-persistence

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

devil

GCPR 2023 - DeViL: Decoding Vision features into Language

egocvr

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

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]

imagefreezsl

imageselect

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

in-context-impersonation

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

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

languageguidance_for_dml

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

nonisotropicproxydml

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

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".

probvlm

ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models

rdtc

PyTorch implementation of Learning Decision Trees Recurrently Through Communication (RDTC)

regada

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

reno

ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization

sketch-primitives

ECCV 2022: Abstracting Sketches through Simple Primitives

spurious_cm_retrieval

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

tcaf-gzsl

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