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NP-Match: When Neural Processes meet Semi-Supervised Learning


Jul 03, 2022
Jianfeng Wang, Thomas Lukasiewicz, Daniela Massiceti, Xiaolin Hu, Vladimir Pavlovic, Alexandros Neophytou

* To appear at ICML 2022. The source codes are at https://github.com/Jianf-Wang/NP-Match 

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SAViR-T: Spatially Attentive Visual Reasoning with Transformers


Jun 22, 2022
Pritish Sahu, Kalliopi Basioti, Vladimir Pavlovic


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HMFS: Hybrid Masking for Few-Shot Segmentation


Mar 24, 2022
Seonghyeon Moon, Samuel S. Sohn, Honglu Zhou, Sejong Yoon, Vladimir Pavlovic, Muhammad Haris Khan, Mubbasir Kapadia

* 13 pages 

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MUSE-VAE: Multi-Scale VAE for Environment-Aware Long Term Trajectory Prediction


Jan 18, 2022
Mihee Lee, Samuel S. Sohn, Seonghyeon Moon, Sejong Yoon, Mubbasir Kapadia, Vladimir Pavlovic


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Multi-attribute Pizza Generator: Cross-domain Attribute Control with Conditional StyleGAN


Oct 22, 2021
Fangda Han, Guoyao Hao, Ricardo Guerrero, Vladimir Pavlovic

* To appear in British Machine Vision Conference (BMVC) 2021. arXiv admin note: text overlap with arXiv:2012.02821 

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DAReN: A Collaborative Approach Towards Reasoning And Disentangling


Sep 27, 2021
Pritish Sahu, Vladimir Pavlovic


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Cross-Modal Coherence for Text-to-Image Retrieval


Sep 22, 2021
Malihe Alikhani, Fangda Han, Hareesh Ravi, Mubbasir Kapadia, Vladimir Pavlovic, Matthew Stone


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Reducing the Amortization Gap in Variational Autoencoders: A Bayesian Random Function Approach


Feb 05, 2021
Minyoung Kim, Vladimir Pavlovic


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CHEF: Cross-modal Hierarchical Embeddings for Food Domain Retrieval


Feb 04, 2021
Hai X. Pham, Ricardo Guerrero, Jiatong Li, Vladimir Pavlovic

* 22 pages, accepted in AAAI 2021 

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Private-Shared Disentangled Multimodal VAE for Learning of Hybrid Latent Representations


Dec 23, 2020
Mihee Lee, Vladimir Pavlovic


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