Colby Banbury
5 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
👥
Mega-Team · Squad
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Application Areas
(2)
Core AI · Artificial Intelligence
(2)
Computer Science
(1)
Computer Vision
(1)
Deep Learning
(1)
Speech & Audio
(1)
Applications
(1)
Core AI · Computer Vision
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization & Theory
(1)
Recognition
(1)
Techniques
(1)
Keywords
neural network compression
(1)
few-shot learning
(1)
benchmark suite
(1)
transfer learning
(1)
model evaluation
(1)
visual grounding
(1)
keyword spotting
(1)
benchmark dataset
(1)
multimodal large language model
(1)
data quality
(1)
structured pruning
(1)
model efficiency
(1)
dataset benchmark
(1)
joint optimization
(1)
data-centric ai
(1)
graphical user interface
(1)
multilingual speech
(1)
embedding model
(1)
gui grounding
(1)
visual language
(1)
Papers
Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and Compression
CVPR 2025
WinSpot: GUI Grounding Benchmark with Multimodal Large Language Models
ACL 2025
MobileNetV4: Universal Models for the Mobile Ecosystem
ECCV 2024
DataPerf: Benchmarks for Data-Centric AI Development
NeurIPS 2023
Few-Shot Keyword Spotting in Any Language
Interspeech 2021