Poster

Tue 9:00

Semi-Supervised Video Salient Object Detection Based on Uncertainty-Guided Pseudo Labels
Yongri Piao · Chenyang Lu · Miao Zhang · Huchuan Lu

Workshop

Uncertainty-aware predictive modeling for fair data-driven decisions
Patrick Kaiser · Christoph Kern · David Rügamer

Poster

Plan To Predict: Learning an Uncertainty-Foreseeing Model For Model-Based Reinforcement Learning
Zifan Wu · Chao Yu · Chen Chen · Jianye Hao · Hankz Hankui Zhuo

Poster

Tue 14:00

Training Uncertainty-Aware Classifiers with Conformalized Deep Learning
Bat-Sheva Einbinder · Yaniv Romano · Matteo Sesia · Yanfei Zhou

Workshop

Uncertainty-Driven Exploration for Generalization in Reinforcement Learning
Yiding Jiang · J. Zico Kolter · Roberta Raileanu

Workshop

Uncertainty-Aware Meta-Learning for Multimodal Task Distributions
Cesar Almecija · Apoorva Sharma · Young-Jin Park · Navid Azizan

Poster

Wed 14:00

Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees
Wenying Deng · Beau Coker · Rajarshi Mukherjee · Jeremiah Liu · Brent Coull

Poster

Wed 9:00

Uncertainty-Aware Reinforcement Learning for Risk-Sensitive Player Evaluation in Sports Game
Guiliang Liu · Yudong Luo · Oliver Schulte · Pascal Poupart

Poster

Thu 9:00

UnfoldML: Cost-Aware and Uncertainty-Based Dynamic 2D Prediction for Multi-Stage Classification
Yanbo Xu · Alind Khare · Glenn Matlin · Monish Ramadoss · Rishikesan Kamaleswaran · Chao Zhang · Alexey Tumanov

Poster

Thu 14:00

Uncertainty-Aware Hierarchical Refinement for Incremental Implicitly-Refined Classification
Jian Yang · Kai Zhu · Kecheng Zheng · Yang Cao

Poster

Tue 9:00

UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup
Zongbo Han · Zhipeng Liang · Fan Yang · Liu Liu · Lanqing Li · Yatao Bian · Peilin Zhao · Bingzhe Wu · Changqing Zhang · Jianhua Yao

Workshop

Offline Robot Reinforcement Learning with Uncertainty-Guided Human Expert Sampling
Ashish Kumar · Ilya Kuzovkin