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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 OptimizationUncerGuidedI2I
Uncertainty Guided Progressive GANs for Medical Image TranslationBayesCap
(ECCV 2022) BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural NetworksLanguageGuidance_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"ProbVLM
ProbVLM: Probabilistic Adapter for Frozen Vision-Language ModelsUncertaintyAwareCycleConsistency
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 ExplanationsImageFreeZSL
EgoCVR
[ECCV 2024] EgoCVR: An Egocentric Benchmark for Fine-Grained Composed Video RetrievalVision_by_Language
[ICLR 2024] Official repository for "Vision-by-Language for Training-Free Compositional Image Retrieval"sketch-primitives
ECCV 2022: Abstracting Sketches through Simple PrimitivesNonIsotropicProxyDML
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 LearningWaffleCLIP
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 LearningDeep-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".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]Love Open Source and this site? Check out how you can help us