Program for Wednesday, May 20th: Talk View

PROGRAM FOR WEDNESDAY, MAY 20TH: TALK VIEW

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View: with abstracts session overview

9:00

9:30

10:00

10:30

11:00

11:30

12:00

12:30

13:00

13:30

14:00

09:00-10:00 AI Systems That Think, Team, and Fight: A New Paradigm for Defense

10:30-10:50

Multi-Stream Fusion of Spatial, Frequency, and Attention Features for Robust Deepfake Detection in Low-Resolution

Vaishnavi Sen, Cody Laurie, Rashida Hasan

10:50-11:10

Dense Attention-Enhanced U-Net for Complex Image Segmentation Tasks

Shahariaj Moham Sajid, Nazmul Shahadat

11:10-11:30

Botox Detection and Face Analytics Using Deep Learning

Audison Beaubrun, Gabriella Pangelinan, Michael King

11:30-11:50

Quantifying Modality Contributions in Vision-Language Models via Partial Information Decomposition

P. Amit, O. Mahesh Kashyap, N. Rayasam, N. Shekhar, S. Narayan

11:50-12:00

Satellite Image Analysis Using Modified EfficientNet

Rahul Chaudhari, Nazmul Shahadat

10:30-10:50

Addressing a bias in Evaluating of Student Explanations of Worked Programming Examples

Arun Balajiee Lekshmi Narayanan, Xiang Lorraine Li, Peter Brusilovsky

10:50-11:10

ProtoPVAE: Improving Prototype Consistency and Stability with Regularized Latent Spaces

Shiska Raut, Manfred Huber

11:10-11:30

Training Ethical Language Models via Reinforcement Learning from AI Feedback

Bishal Thapa, Alden Duarte-Vasquez, Sahar Hooshmand, Heena Rathore

11:30-11:50

Advancing Fairness and Explainability in AI for Autism Diagnosis

Davis Nguyen, Sheikh Rabiul Islam

11:50-12:00

Explainable Hierarchical Graph Neural Networks for Structured Decision Modeling

Sirisha Velampalli

10:30-10:50

Probing Knowledge Graph Reliability and Semantic Coherence with Language Models

Yoonhyuck Woo, Julia Rayz

10:50-11:10

Comparing EPGP Surrogates and Finite Elements Under Degree-of-Freedom Parity

Obed Amo, Samit Ghosh, Markus Lange-Hegermann, Bogdan Raita, Michael Pokojovy

11:10-11:30

TOML: Transistor Operations for Machine Learning - A Physics-Grounded Energy Efficiency Framework

Muntaser Syed, Marius Silaghi, Sheikh Abujar, Sharun Akter Khushbu

11:30-11:40

Deep Contrastive Representations for Neural-Congruency Modeling in EEG Studies of Reading Disorders

Jacqueline Torres, Maria Theodorou, Christoforos Christoforou

10:30-10:50

A Fairness-Aware Semi-Supervised Clustering Method

Cristina Maier, Cyrus Saadat, Dan Simovici

10:50-11:10

Towards Fair Pay and Equal Work: Imposing View Time Limits in Crowdsourced Image Classification

Yi Yang Gordon Lim, Stefan Larson, Yu Huang, Kevin Leach

11:10-11:30

Scope Aware Contractor Performance Prediction Using Machine Learning and Work Package Vector

Pedro Fonseca, Sergei Chuprov

11:30-11:50

Beyond Coefficients: Forecast-Necessity Testing for Interpretable Causal Discovery in Nonlinear Time-Series

Valentina Kuskova, Dmitry Zaytsev, Michael Coppedge

13:00-14:00 Business Meeting