Xiuyu Sun
12 papers · 2021–2023 · 5 venues · across top CS/AI venues
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Research topics
Deep Learning
(11)
Machine Learning
(9)
Computer Vision
(7)
Analysis
(6)
Architectures
(6)
Optimization & Theory Β· Machine Learning
(5)
Application Areas
(4)
Techniques
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Artificial Intelligence
(3)
Learning Types Β· Deep Learning
(3)
Optimization & Theory Β· Deep Learning
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Core AI
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Core Methods
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Learning Types Β· Machine Learning
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Keywords
neural architecture search
(5)
object detection
(2)
efficient computing
(2)
person re-identification
(2)
entropy model
(2)
metric learning
(1)
zero-shot learning
(1)
one-shot learning
(1)
video recognition
(1)
feature space
(1)
self-supervised learning
(1)
image classification
(1)
maximum entropy
(1)
image compression
(1)
neural network optimization
(1)
semantic representation
(1)
network architecture
(1)
probability distribution
(1)
representation learning
(1)
model compression
(1)
Papers
Beyond Appearance: A Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks
CVPR 2023
DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network
CVPR 2023
Maximizing Spatio-Temporal Entropy of Deep 3D CNNs for Efficient Video Recognition
ICLR 2023
PreNAS: Preferred One-Shot Learning Towards Efficient Neural Architecture Search
ICML 2023
Ada-NETS: Face Clustering via Adaptive Neighbour Discovery in the Structure Space
ICLR 2022
Entroformer: A Transformer-based Entropy Model for Learned Image Compression
ICLR 2022
Entropy-Driven Mixed-Precision Quantization for Deep Network Design
NeurIPS 2022
GiraffeDet: A Heavy-Neck Paradigm for Object Detection
ICLR 2022
MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection
ICML 2022
Robust Graph Structure Learning via Multiple Statistical Tests
NeurIPS 2022
Learning Accurate Entropy Model with Global Reference for Image Compression
ICLR 2021
Zen-NAS: A Zero-Shot NAS for High-Performance Image Recognition
ICCV 2021