Official implementation of the paper "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders" (CVPR 2019)
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Jul 6, 2023 - Python
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generalized-zero-shot-learning
Here are 12 public repositories matching this topic...
[ICCV 2021] Official Pytorch implementation for Discriminative Region-based Multi-Label Zero-Shot Learning SOTA results on NUS-WIDE and OpenImages
zero-shot-learning
nus-wide
multi-label-learning
self-attention
openimages-v4
channel-attention
generalized-zero-shot-learning
multi-label-zsl
iccv2021
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Jan 4, 2022 - Python
Out-of-Distribution Detection for Generalized Zero-Shot Action Recognition
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Jul 8, 2019 - Python
Official PyTorch code for the ICIP 2021 paper 'Syntactically Guided Generative Embeddings For Zero Shot Skeleton Action Recognition'
computer-vision
pytorch
action-recognition
pose
zero-shot-learning
vision-and-language
skeleton-based-action-recognition
generalized-zero-shot-learning
pose-skeleton
icip2021
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Mar 17, 2023 - Jupyter Notebook
This is the official codebase for KDD 2021 paper Generalized Zero-Shot Extreme Multi-Label Learning
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Jul 25, 2022 - C++
[ECCV 2024] The official repo for "SA-DVAE: Improving Zero-Shot Skeleton-Based Action Recognition by Disentangled Variational Autoencoders"
computer-vision
skeleton
pytorch
action-recognition
video-understanding
zero-shot-learning
variational-autoencoder
disentanglement
vision-language
generalized-zero-shot-learning
eccv2024
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Jul 19, 2024 - Python
Audio-Visual Generalized Zero-Shot Learning using Large Pre-Trained Models
learning
clip
clap
zero-shot-learning
audio-visual
generalized-zero-shot-learning
gzsl
zsl
audio-visual-learning
audio-visual-generalized-zero-shot-learning
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Apr 15, 2024 - Python
[ECCV 2020 AROW Workshop] A Deep Dive into Adversarial Robustness in Zero-Shot Learning
machine-learning
pytorch
zero-shot-learning
adversarial-machine-learning
adversarial-examples
adversarial-attacks
generalized-zero-shot-learning
adversarial-defense
adversarial-robustness
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Feb 15, 2022 - Python
Source code for "Bias-Awareness for Zero-Shot Learning the Seen and Unseen" (BMVC, 2020).
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Sep 1, 2020 - Python
[Elsevier Image and Vision Computing] How robust are discriminatively trained zero-shot learning models?
machine-learning
zero-shot-learning
adversarial-machine-learning
pytorch-implementation
generalized-zero-shot-learning
image-corruption
robustness-analysis
animals-with-attributes
robust-generalization
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Jan 28, 2022 - Python
Official Codebase of "Audio-visual Generalized Zero-shot Learning the Easy Way" (ECCV 2024)
zero-shot-learning
generalized-zero-shot-learning
audio-visual-correspondence
audio-visual-learning
audio-visual-features
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Sep 26, 2024
The official repository of the "Closed-form Sample Probing for Learning Generative Models in Zero-shot Learning" paper published at ICLR 2022.
zero-shot-learning
generative-models
meta-learning
generalized-zero-shot-learning
closed-form-solution
iclr2022
sample-probing
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Feb 24, 2022 - Python
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