Nathaniel D. Bastian
7 papers · 2024–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (11) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(18)
Conferences
AAAI (2)
WACV (2)
ICCV (1)
L4DC (1)
NIPS (1)
Top co-authors
Keywords
multi-agent system
(2)
knowledge distillation
(2)
domain adaptation
(1)
temporal grounding
(1)
machine unlearning
(1)
weak supervision
(1)
integer programming
(1)
action value
(1)
feature scaling
(1)
deep neural network
(1)
neural collapse
(1)
decision tree
(1)
vision-language model
(1)
model ensemble
(1)
decision tree extraction
(1)
return gap
(1)
non-euclidean clustering
(1)
policy interpretability
(1)
policy extraction
(1)
edge computing
(1)
Papers
ENCORE : A Neural Collapse Perspective on Out-of-Distribution Detection in Deep Neural Networks
WACV 2026
CLUE: Bringing Machine Unlearning to Mobile Devices
WACV 2026
Consistency-based Abductive Reasoning over Perceptual Errors of Multiple Pre-trained Models in Novel Environments
AAAI 2026
SDE-HARL: Scalable Distributed Policy Execution for Heterogeneous-Agent Reinforcement Learning
AAAI 2026
TOGA: Temporally Grounded Open-Ended Video QA with Weak Supervision
ICCV 2025
Hybrid Modeling of Heterogeneous Human Teams for Collaborative Decision Processes
L4DC 2025
RGMDT: Return-Gap-Minimizing Decision Tree Extraction in Non-Euclidean Metric Space
NIPS 2024