Garrett Bingham
5 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (6) π Conference Polyglot (5) π Renaissance Researcher (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π§
Keyword Pioneer
π₯
Mega-Team
(20)
Conferences
AAAI (1)
ACL (1)
ECCV (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
neural network
(2)
neural network optimization
(2)
activation function
(2)
mathematical reasoning
(1)
theorem proving
(1)
signal propagation
(1)
low-resource language
(1)
convolutional neural network
(1)
weight initialization
(1)
variance analysis
(1)
surrogate modeling
(1)
cross-lingual word embedding
(1)
proof generation
(1)
automatic grading
(1)
cross-lingual document retrieval
(1)
low-resource language pair
(1)
document reranking
(1)
bilingual representation
(1)
deep bilingual representation
(1)
term interaction network
(1)
Papers
Towards Robust Mathematical Reasoning
EMNLP 2025
HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal Reasoning
ECCV 2024
Efficient Activation Function Optimization through Surrogate Modeling
NIPS 2023
AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks
AAAI 2023
Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations
ACL 2019