Dennis DeCoste
8 papers · 2005–2023 · 7 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🏃 Academic Marathon (18) 🐝 Cross-Pollinator (8)
🐝
Cross-Pollinator
(8)
🌈
Renaissance Researcher
(6)
🐣
Hot Topic Early Bird
🌟
Keyword Trendsetter Combo
(3)
📈
Trend Setter
🚀
Conference Pioneer
Conferences
JMLR (2)
CVPR (1)
ICCV (1)
ICLR (1)
ICML (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
support vector machine
(2)
model compression
(2)
transfer learning
(1)
point matching
(1)
subspace learning
(1)
hierarchical classification
(1)
curriculum learning
(1)
large scale learning
(1)
object detection
(1)
noisy label learning
(1)
knowledge transfer
(1)
feature matching
(1)
fine-grained classification
(1)
kernel approximation
(1)
feature space
(1)
dense matching
(1)
linear svm
(1)
non-rigid matching
(1)
linear classifier
(1)
image classification
(1)
Papers
SPDF: Sparse Pre-training and Dense Fine-tuning for Large Language Models
UAI 2023
Stochastic Weight Averaging in Parallel: Large-Batch Training That Generalizes Well
ICLR 2020
Data Parameters: A New Family of Parameters for Learning a Differentiable Curriculum
NIPS 2019
HD-CNN: Hierarchical Deep Convolutional Neural Networks for Large Scale Visual Recognition
ICCV 2015
Compact Random Feature Maps
ICML 2014
Dense Non-rigid Point-Matching Using Random Projections
CVPR 2013
Building Support Vector Machines with Reduced Classifier Complexity
JMLR 2006
A Modified Finite Newton Method for Fast Solution of Large Scale Linear SVMs
JMLR 2005