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Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation


Dec 15, 2022
Anurag Das, Yongqin Xian, Yang He, Zeynep Akata, Bernt Schiele

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* Accepted at WACV 2023 

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Distilling Knowledge from Self-Supervised Teacher by Embedding Graph Alignment


Nov 23, 2022
Yuchen Ma, Yanbei Chen, Zeynep Akata

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* British Machine Vision Conference (BMVC 2022) 

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Momentum-based Weight Interpolation of Strong Zero-Shot Models for Continual Learning


Nov 06, 2022
Zafir Stojanovski, Karsten Roth, Zeynep Akata

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* First Workshop on Interpolation Regularizers and Beyond, NeurIPS 2022 (Spotlight) and Workshop on Distribution Shifts, NeurIPS 2022 

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PlanT: Explainable Planning Transformers via Object-Level Representations


Oct 25, 2022
Katrin Renz, Kashyap Chitta, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata, Andreas Geiger

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* CoRL 2022. Project Page: https://www.katrinrenz.de/plant/ 

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Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image Retrieval


Oct 19, 2022
Abhra Chaudhuri, Massimiliano Mancini, Yanbei Chen, Zeynep Akata, Anjan Dutta

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* British Machine Vision Conference (BMVC) 2022 

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Disentanglement of Correlated Factors via Hausdorff Factorized Support


Oct 13, 2022
Karsten Roth, Mark Ibrahim, Zeynep Akata, Pascal Vincent, Diane Bouchacourt

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Relational Proxies: Emergent Relationships as Fine-Grained Discriminators


Oct 05, 2022
Abhra Chaudhuri, Massimiliano Mancini, Zeynep Akata, Anjan Dutta

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* Neural Information Processing Systems (NeurIPS) 2022 

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Semantic Image Synthesis with Semantically Coupled VQ-Model


Sep 06, 2022
Stephan Alaniz, Thomas Hummel, Zeynep Akata

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* ICLR 2022 DGM4HSD 

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Semi-Supervised and Unsupervised Deep Visual Learning: A Survey


Aug 24, 2022
Yanbei Chen, Massimiliano Mancini, Xiatian Zhu, Zeynep Akata

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* IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 

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Abstracting Sketches through Simple Primitives


Jul 27, 2022
Stephan Alaniz, Massimiliano Mancini, Anjan Dutta, Diego Marcos, Zeynep Akata

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* European Conference on Computer Vision (ECCV) 2022 

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