Garrett Bingham
5 papers · 2019–2025 · 5 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
Jump to papers ↓+2 more ↓ Show less ↑
🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
👥
Mega-Team · Squad
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Techniques
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications · Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
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
AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks
AAAI 2023
Efficient Activation Function Optimization through Surrogate Modeling
NeurIPS 2023
Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations
ACL 2019