Xu Ji
8 papers · 2019–2024 · 7 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (13) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (22) π Interdisciplinary Bridge
π
Conference Polyglot
(7)
π
Academic Marathon
(5)
π
Conference Pioneer
β
The Questioner
π
Trend Setter
Conferences
ICML (2)
AAAI (1)
CVPR (1)
ICCV (1)
ICLR (1)
MICCAI (1)
NSDI (1)
Top co-authors
Keywords
mutual information
(2)
image classification
(1)
bayesian inference
(1)
semantic segmentation
(1)
semi-supervised learning
(1)
variational inference
(1)
reinforcement learning
(1)
information bottleneck
(1)
unsupervised clustering
(1)
deep learning theory
(1)
feature attribution
(1)
deep learning
(1)
posterior distribution
(1)
representation learning
(1)
vector quantization
(1)
generalization error
(1)
hidden layer
(1)
convolutional neural network
(1)
uncertainty estimation
(1)
information theory
(1)
Papers
Material Decomposition in Photon-Counting CT: A Deep Learning Approach Driven by Detector Physics and ASIC Modeling
MICCAI 2024
Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization for Heterogeneous Representational Coarseness
AAAI 2023
GFlowNets and variational inference
ICLR 2023
How Does Information Bottleneck Help Deep Learning?
ICML 2023
GFlowOut: Dropout with Generative Flow Networks
ICML 2023
There and Back Again: Revisiting Backpropagation Saliency Methods
CVPR 2020
Invariant Information Clustering for Unsupervised Image Classification and Segmentation
ICCV 2019
End-to-end I/O Monitoring on a Leading Supercomputer
NSDI 2019