Hsin-Pai Cheng
5 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Architectures
(3)
Computer Vision
(2)
Analysis
(2)
Application Areas
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Artificial Intelligence
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Keywords
neural architecture search
(3)
model compression
(1)
one-shot learning
(1)
semantic segmentation
(1)
vision transformer
(1)
self-attention mechanism
(1)
object detection
(1)
human pose estimation
(1)
neural network optimization
(1)
efficient computing
(1)
computational efficiency
(1)
graph embedding
(1)
edge device
(1)
evolutionary search
(1)
model efficiency
(1)
long-range dependency
(1)
efficient transformer
(1)
scale-aware representation
(1)
multi-scale attention
(1)
parameter reduction
(1)
Papers
PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer
ICLR 2025
Composite Slice Transformer: An Efficient Transformer with Composition of Multi-Scale Multi-Range Attentions
ICLR 2023
ScaleNAS: Multi-Path One-Shot NAS for Scale-Aware High-Resolution Representation
AutoML 2022
NASGEM: Neural Architecture Search via Graph Embedding Method
AAAI 2021
AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture
AAAI 2020