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DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data

May 05, 2021
Damien Dablain, Bartosz Krawczyk, Nitesh V. Chawla

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LED2-Net: Monocular 360 Layout Estimation via Differentiable Depth Rendering

Apr 03, 2021
Fu-En Wang, Yu-Hsuan Yeh, Min Sun, Wei-Chen Chiu, Yi-Hsuan Tsai

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Learning Intents behind Interactions with Knowledge Graph for Recommendation

Feb 14, 2021
Xiang Wang, Tinglin Huang, Dingxian Wang, Yancheng Yuan, Zhenguang Liu, Xiangnan He, Tat-Seng Chua

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Conditional independence structures over four discrete random variables revisited: conditional Ingleton inequalities

Dec 09, 2020
Milan Studeny

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Heuristic Weakly Supervised 3D Human Pose Estimation in Novel Contexts without Any 3D Pose Ground Truth

May 23, 2021
Shuangjun Liu, Xiaofei Huang, Nihang Fu, Sarah Ostadabbas

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Post-Hoc Domain Adaptation via Guided Data Homogenization

Apr 08, 2021
Kurt Willis, Luis Oala

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Machine Learning Interpretability Meets TLS Fingerprinting

Nov 12, 2020
Mahdi Jafari Siavoshani, Amir Hossein Khajepour, Amirmohammad Ziaei, Amir Ali Gatmiri, Ali Taheri

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Sliced $\mathcal{L}_2$ Distance for Colour Grading

Feb 18, 2021
Hana Alghamdi, Rozenn Dahyot

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Risk & returns around FOMC press conferences: a novel perspective from computer vision

Jan 15, 2021
Alexis Marchal

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Active learning for medical code assignment

Apr 12, 2021
Martha Dais Ferreira, Michal Malyska, Nicola Sahar, Riccardo Miotto, Fernando Paulovich, Evangelos Milios

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