ExplainableML/ProbVLM

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26
Rank 930,752 (Top 19 %)
Language
Python
License
MIT License
Created over 1 year ago
Updated 11 months ago

ExplainableML/ProbVLM

ExplainableML

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ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models

czsl

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

ReNO

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

UncerGuidedI2I

Uncertainty Guided Progressive GANs for Medical Image Translation

Jupyter Notebook

BayesCap

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

Jupyter Notebook

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"

fomo_in_flux

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

ImageSelect

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

UncertaintyAwareCycleConsistency

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

TCAF-GZSL

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

DataDream

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

CLEVR-X

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

ImageFreeZSL

EgoCVR

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

Vision_by_Language

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

sketch-primitives

ECCV 2022: Abstracting Sketches through Simple Primitives

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".

KG-SP

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

WaffleCLIP

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

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"

rdtc

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

CCL

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

Deep-Graph-Persistence

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

concept_realignment

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

APN

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

co-cge

Fantastic_Gains

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]