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🏛 Vanderbilt University

5 papers across 3 sessions

Poster Session 1

2 papers
Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
What Really is a Member? Discrediting Membership Inference via Poisoning
#1214 · Neal Mangaokar, Ashish Hooda, Zhuohang Li, Bradley Malin, Kassem Fawaz, Somesh Jha, Atul Prakash, Amrita Roy Chowdhury
NS-Gym: A Comprehensive and Open-Source Simulation Framework for Non-Stationary Markov Decision Processes
#404 · Nathaniel S. Keplinger, Baiting Luo, Yunuo Zhang, Kyle H Wray, Aron Laszka, Abhishek Dubey, Ayan Mukhopadhyay

The first simulation toolkit designed explicitly for non-stationary stochastic control processes

Poster Session 2

2 papers
Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Scaling Data-Driven Probabilistic Robustness Analysis for Semantic Segmentation Neural Networks
#3914 · Navid Hashemi, Samuel Sasaki, Ipek Oguz, Meiyi Ma, Taylor Johnson
Building 3D Representations and Generating Motions From a Single Image via Video-Generation
#2215 · Weiming Zhi, Ziyong Ma, Tianyi Zhang, Matthew Johnson-Roberson

Poster Session 4

1 paper
Thursday, December 4, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
ESCORT: Efficient Stein-variational and Sliced Consistency-Optimized Temporal Belief Representation for POMDPs
#813 · Yunuo Zhang, Baiting Luo, Ayan Mukhopadhyay, Gabor Karsai, Abhishek Dubey

ESCORT: A particle-based framework for representing complex belief distributions in POMDPs