Bayesian Active Learning for Semantic Segmentation.
CoRR, 2024
Improving Instruction Following in Language Models through Proxy-Based Uncertainty Estimation.
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Proceedings of the Forty-first International Conference on Machine Learning, 2024
Active Learning in Bayesian Neural Networks with Balanced Entropy Learning Principle.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Unsupervised Accuracy Estimation of Deep Visual Models using Domain-Adaptive Adversarial Perturbation without Source Samples.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Unsupervised Contrastive Representation Learning for 3D Mesh Segmentation (Student Abstract).
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Self-Supervised Contrastive Representation Learning for 3D Mesh Segmentation.
CoRR, 2022
Analytic Mutual Information in Bayesian Neural Networks.
Proceedings of the IEEE International Symposium on Information Theory, 2022
Entropy Inequalities for Sums in Prime Cyclic Groups.
SIAM J. Discret. Math., 2021
On the steady state of continuous-time stochastic opinion dynamics with power-law confidence.
J. Appl. Probab., 2021
PatchNet: Unsupervised Object Discovery based on Patch Embedding.
CoRR, 2021
BABA: Beta Approximation for Bayesian Active Learning.
CoRR, 2021
Highly Efficient Representation and Active Learning Framework for Imbalanced Data and its Application to COVID-19 X-Ray Classification.
CoRR, 2021
Majorization and Rényi entropy inequalities via Sperner theory.
Discret. Math., 2019
An Analytical Framework for Modeling a Spatially Repulsive Cellular Network.
IEEE Trans. Commun., 2018
Discrete Entropy Power Inequalities via Sperner Theory.
CoRR, 2017
On the Steady State of Continuous Time Stochastic Opinion Dynamics.
CoRR, 2017
Modeling a Spatially Correlated Cellular Network with Strong Repulsion.
CoRR, 2017
On the coverage probability of a spatially correlated network.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017
On the entropy and mutual information of point processes.
Proceedings of the IEEE International Symposium on Information Theory, 2016
A discrete entropy power inequality for uniform distributions.
Proceedings of the IEEE International Symposium on Information Theory, 2015
Redundancy of Exchangeable Estimators.
Entropy, 2014
A lower bound on the Rényi entropy of convolutions in the integers.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014