Maxwell Xu

2 papers · 2022–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10)

Venues

ICLR (1) NeurIPS (1)

Top co-authors

Alexander Moreno (2) James Matthew Rehg (1) Hui Wei (1) Benjamin Marlin (1) David Wetter (1) James M. Rehg (1) Santosh Kumar (1) Varol Aydemir (1) Supriya Nagesh (1)

Research topics

Machine Learning (2) Core Methods (2) Computer Vision (1) Deep Learning (1) Healthcare & Medicine (1) Application Areas (1) Clinical (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Processing (1)

Keywords

transformer architecture (1) representation learning (1) contrastive learning (1) metric learning (1) self-supervised learning (1) time series (1) reconstruction error (1) missing data imputation (1) wearable sensor (1) physiological signal (1) missing data (1) mobile health (1) signal imputation (1) pulsative signal (1)

Papers

REBAR: Retrieval-Based Reconstruction for Time-series Contrastive Learning ICLR 2024 PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation NeurIPS 2022