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06/05/2023
Reassembling Broken Objects using Breaking Curves
Reassembling 3D broken objects is a challenging task. A robust solution ...
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09/08/2022
Geolocation of Cultural Heritage using Multi-View Knowledge Graph Embedding
Knowledge Graphs (KGs) have proven to be a reliable way of structuring d...
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03/28/2022
Relaxation Labeling Meets GANs: Solving Jigsaw Puzzles with Missing Borders
This paper proposes JiGAN, a GAN-based method for solving Jigsaw puzzles...
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06/14/2021
Backdoor Learning Curves: Explaining Backdoor Poisoning Beyond Influence Functions
Backdoor attacks inject poisoning samples during training, with the goal...
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03/23/2021
The Hammer and the Nut: Is Bilevel Optimization Really Needed to Poison Linear Classifiers?
One of the most concerning threats for modern AI systems is data poisoni...
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12/20/2020
Transductive Visual Verb Sense Disambiguation
Verb Sense Disambiguation is a well-known task in NLP, the aim is to fin...
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12/01/2019
The Group Loss for Deep Metric Learning
Deep metric learning has yielded impressive results in tasks such as clu...
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05/06/2019
Unsupervised Domain Adaptation using Graph Transduction Games
Unsupervised domain adaptation (UDA) amounts to assigning class labels t...
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10/02/2018
Characterization of Visual Object Representations in Rat Primary Visual Cortex
For most animal species, quick and reliable identification of visual obj...
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10/02/2018
Ancient Coin Classification Using Graph Transduction Games
Recognizing the type of an ancient coin requires theoretical expertise a...
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05/26/2018
Transductive Label Augmentation for Improved Deep Network Learning
A major impediment to the application of deep learning to real-world pro...
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05/21/2018
Speaker Clustering Using Dominant Sets
Speaker clustering is the task of forming speaker-specific groups based ...
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09/15/2016
