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List of works by Jinwoo Shin

A Graphical Transformation for Belief Propagation: Maximum Weight Matchings and Odd-Sized Cycles

A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks

CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances

scientific article published in November 2020

Consistency Regularization for Certified Robustness of Smoothed Classifiers

scientific article published in November 2020

Delay Optimal CSMA With Linear Virtual Channels Under a General Topology

Distributed Medium Access Over Time-Varying Channels

Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised Learning

scientific article published in November 2020

Few-shot Visual Reasoning with Meta-Analogical Contrastive Learning

scientific article published in November 2020

Gauging Variational Inference

scientific article published in January 2017

Guiding Deep Molecular Optimization with Genetic Exploration

scientific article published in November 2020

Learning Bounds for Risk-sensitive Learning

scientific article published in November 2020

Learning from Failure: De-biasing Classifier from Biased Classifier

scientific article published in November 2020

Learning to Specialize with Knowledge Distillation for Visual Question Answering

Minimum Weight Perfect Matching via Blossom Belief Propagation

Mining GOLD Samples for Conditional GANs

Mosaic: Extremely Low-resolution RFID Vision for Visually-anonymized Action Recognition

scientific article published on 05 May 2023

Optimal Inference in Crowdsourced Classification via Belief Propagation

scientific article published in 2018

Stochastic Chebyshev Gradient Descent for Spectral Optimization

Synthesis of MCMC and Belief Propagation

scientific article published in January 2016

Time-Reversal Symmetric ODE Network

Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning

scientific article published in November 2020