Xu Ji
8 papers · 2019–2024 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (23) 🌍 Conference Polyglot · Silver 🚀 Conference Pioneer
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The Questioner
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Trend Setter
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(4)
Artificial Intelligence
(2)
Computer Vision
(2)
Core AI · Artificial Intelligence
(2)
Core Methods
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI · Computer Vision
(1)
Learning Types
(1)
Keywords
generative flow network
(2)
mutual information
(2)
variational inference
(2)
image classification
(1)
semi-supervised learning
(1)
posterior distribution
(1)
semantic segmentation
(1)
information bottleneck
(1)
unsupervised clustering
(1)
deep learning theory
(1)
feature attribution
(1)
deep learning
(1)
vector quantization
(1)
importance sampling
(1)
bayesian inference
(1)
reinforcement learning
(1)
generalization error
(1)
hidden layer
(1)
multimodal distribution
(1)
representation learning
(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
GFlowOut: Dropout with Generative Flow Networks
ICML 2023
How Does Information Bottleneck Help Deep Learning?
ICML 2023
There and Back Again: Revisiting Backpropagation Saliency Methods
CVPR 2020
End-to-end I/O Monitoring on a Leading Supercomputer
NSDI 2019
Invariant Information Clustering for Unsupervised Image Classification and Segmentation
ICCV 2019