 An Integral Projection-based Semantic Autoencoder for Zero-Shot LearningIEEE Access (IEEE Access), 2023 |
 Robust Classification via a Single Diffusion ModelInternational Conference on Machine Learning (ICML), 2023 |
 Your Diffusion Model is Secretly a Zero-Shot ClassifierIEEE International Conference on Computer Vision (ICCV), 2023 |
 Text-to-Image Diffusion Models are Zero-Shot ClassifiersNeural Information Processing Systems (NeurIPS), 2023 |
 Learning Attention as Disentangler for Compositional Zero-shot LearningComputer Vision and Pattern Recognition (CVPR), 2023 |
 Distilled Reverse Attention Network for Open-world Compositional
Zero-Shot LearningIEEE International Conference on Computer Vision (ICCV), 2023 |
 Learning Attention Propagation for Compositional Zero-Shot LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 |
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 Contrastive Embedding for Generalized Zero-Shot LearningComputer Vision and Pattern Recognition (CVPR), 2021 |
 Generative Multi-Label Zero-Shot LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 |
 Semantics Disentangling for Generalized Zero-Shot LearningIEEE International Conference on Computer Vision (ICCV), 2021 |
 Score-Based Generative Modeling through Stochastic Differential
EquationsInternational Conference on Learning Representations (ICLR), 2020 |
 A Review of Generalized Zero-Shot Learning MethodsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 |
 Rethinking Generative Zero-Shot Learning: An Ensemble Learning
Perspective for Recognising Visual PatchesACM Multimedia (ACM MM), 2020 |
 Decision-Making with Auto-Encoding Variational BayesNeural Information Processing Systems (NeurIPS), 2020 Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier |
 Don't Blame the ELBO! A Linear VAE Perspective on Posterior CollapseNeural Information Processing Systems (NeurIPS), 2019 |
 Seeing What a GAN Cannot GenerateIEEE International Conference on Computer Vision (ICCV), 2019 |
 Visualizing the Loss Landscape of Neural NetsNeural Information Processing Systems (NeurIPS), 2017 |
 Attention Is All You NeedNeural Information Processing Systems (NeurIPS), 2017 |
 Label-Embedding for Image ClassificationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015 |
 Zero-Shot Learning Through Cross-Modal TransferNeural Information Processing Systems (NeurIPS), 2013 |
