Joel Ye

4 papers · 2020–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

Venues

NeurIPS (2) CoRL (1) ICCV (1)

Top co-authors

Dhruv Batra (2) Erik Wijmans (2) Abhishek Das (2) Xuan Ma (1) Robert A. Gaunt (1) Thiago Scodeler (1) Cynthia A. Chestek (1) Vikash Gilja (1) Diogo de Lucena (1) Chethan Pandarinath (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Learning Types (3) Reinforcement Learning (2) Applications (2) Computer Vision (1) Deep Learning (1) Healthcare & Medicine (1) Analysis (1) Architectures (1) Clinical (1) Learning Paradigms (1) Research (1) Techniques (1)

Keywords

brain-computer interface (2) self-supervised learning (2) reinforcement learning (2) multi-task learning (1) few-shot learning (1) temporal sequence (1) object goal navigation (1) motor decoding (1) embodied agent (1) auxiliary task (1) decoder calibration (1) intracortical recording (1) embodied navigation (1) pointgoal navigation (1) exploration reward (1) few-shot recalibration (1) neural spiking activity (1) neural decoding (1) intracortical brain-computer interface (1) zero-shot learning (1)

Papers

Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark NeurIPS 2024 Neural Data Transformer 2: Multi-context Pretraining for Neural Spiking Activity NeurIPS 2023 Auxiliary Tasks and Exploration Enable ObjectGoal Navigation ICCV 2021 Auxiliary Tasks Speed Up Learning Point Goal Navigation CoRL 2020