Takuya Akiba
6 papers · 2016–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Application Areas
(4)
Deep Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Optimization & Theory · Machine Learning
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
model compression
(1)
graph theory
(1)
object detection
(1)
weakly supervised learning
(1)
knowledge distillation
(1)
model merging
(1)
efficient computing
(1)
dynamic programming
(1)
memory efficiency
(1)
mixture of expert
(1)
vision-language model
(1)
model fine-tuning
(1)
memory optimization
(1)
evolutionary algorithm
(1)
parameter efficiency
(1)
bounding box
(1)
expert specialization
(1)
sampling technique
(1)
sparse annotation
(1)
quality diversity
(1)
Papers
Agent Skill Acquisition for Large Language Models via CycleQD
ICLR 2025
Drop-Upcycling: Training Sparse Mixture of Experts with Partial Re-initialization
ICLR 2025
TAID: Temporally Adaptive Interpolated Distillation for Efficient Knowledge Transfer in Language Models
ICLR 2025
A Graph Theoretic Framework of Recomputation Algorithms for Memory-Efficient Backpropagation
NeurIPS 2019
Sampling Techniques for Large-Scale Object Detection From Sparsely Annotated Objects
CVPR 2019
Efficient Algorithms for Spanning Tree Centrality
IJCAI 2016