Yangqing Jia
14 papers · 2010–2024 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (47) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Keyword Trendsetter Combo
(3)
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Keyword Pioneer
π
Trend Setter
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
ποΈ
Keyword Collector
(107)
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Century Club Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(13)
Computer Vision
(9)
Analysis
(8)
Core Methods
(7)
Artificial Intelligence
(6)
Deep Learning
(6)
Application Areas
(5)
Core AI Β· Computer Vision
(5)
Architectures
(4)
Optimization & Theory
(4)
Bayesian & Probabilistic Β· Artificial Intelligence
(3)
Bayesian & Probabilistic Β· Machine Learning
(3)
Core AI Β· Artificial Intelligence
(3)
Learning Paradigms
(3)
Learning Types
(3)
Keywords
convolutional neural network
(3)
image classification
(3)
feature extraction
(2)
probabilistic model
(2)
efficient computing
(2)
deep learning
(2)
hardware-aware design
(2)
image descriptor
(2)
object detection
(2)
feature learning
(1)
convex optimization
(1)
domain adaptation
(1)
metric learning
(1)
sparse coding
(1)
model compression
(1)
transfer learning
(1)
human pose estimation
(1)
probabilistic modeling
(1)
neural architecture search
(1)
feature matching
(1)
Papers
DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models
CVPR 2024
AntMan: Dynamic Scaling on GPU Clusters for Deep Learning
OSDI 2020
ChamNet: Towards Efficient Network Design Through Platform-Aware Model Adaptation
CVPR 2019
FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search
CVPR 2019
Going Deeper With Convolutions
CVPR 2015
MatchNet: Unifying Feature and Metric Learning for Patch-Based Matching
CVPR 2015
DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition
ICML 2014
Category-Independent Object-Level Saliency Detection
ICCV 2013
Latent Task Adaptation with Large-Scale Hierarchies
ICCV 2013
On Compact Codes for Spatially Pooled Features
ICML 2013
Visual Concept Learning: Combining Machine Vision and Bayesian Generalization on Concept Hierarchies
NeurIPS 2013
Learning with Recursive Perceptual Representations
NeurIPS 2012
Heavy-tailed Distances for Gradient Based Image Descriptors
NeurIPS 2011
Factorized Latent Spaces with Structured Sparsity
NeurIPS 2010