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02/25/2023
Agile Modeling: Image Classification with Domain Experts in the Loop
Machine learning is not readily accessible to domain experts from many f...
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01/30/2023
Benchmarking Robustness to Adversarial Image Obfuscations
Automated content filtering and moderation is an important tool that all...
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04/02/2020
MZET: Memory Augmented Zero-Shot Fine-grained Named Entity Typing
Named entity typing (NET) is a classification task of assigning an entit...
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11/08/2019
Community-preserving Graph Convolutions for Structural and Functional Joint Embedding of Brain Networks
Brain networks have received considerable attention given the critical s...
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10/18/2018
A Self-Organizing Tensor Architecture for Multi-View Clustering
In many real-world applications, data are often unlabeled and comprised ...
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08/30/2018
Spectral Collaborative Filtering
Despite the popularity of Collaborative Filtering (CF), CF-based methods...
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05/18/2018
MARS: Memory Attention-Aware Recommender System
In this paper, we study the problem of modeling users' diverse interests...
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10/22/2017
Bringing Semantic Structures to User Intent Detection in Online Medical Queries
The Internet has revolutionized healthcare by offering medical informati...
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09/11/2017