Workshop
Women in ML
Nataša Tagasovska · Eda Okur · Hewitt Tusiime · Megha Srivastava · Jessica Sorrell · Estefany Kelly Buchanan · Shweta Khushu
Abstract:
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Schedule
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Mon 6:00 a.m. - 6:45 a.m.
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Breakfast
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Breakfast @ Great Hall
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Mon 6:00 a.m. - 10:00 a.m.
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Registration Desk Open
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Registration @ Great Hall Pre-Function Area, 7:45 AM - 12:00 PM
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Mon 6:45 a.m. - 6:55 a.m.
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Introduction & Opening Remarks – WiML Organizers
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Opening
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SlidesLive Video |
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Mon 6:55 a.m. - 7:25 a.m.
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Invited Talk – Priya Donti
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Invited Talk 1
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SlidesLive Video |
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Mon 7:25 a.m. - 7:35 a.m.
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Generative Signed Graph Models for Gene Regulatory Networks
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Contributed Talk 1
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SlidesLive Video |
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Mon 7:35 a.m. - 8:05 a.m.
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Coffee Break
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NeurIPS Coffee Break
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Mon 8:05 a.m. - 8:30 a.m.
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Invited Talk – Irene Chen
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Invited Talk 2
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SlidesLive Video |
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Mon 8:30 a.m. - 8:40 a.m.
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Uncertainty Inclusive Contrastive Learning for Leveraging Synthetic Data
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Contributed Talk 2
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SlidesLive Video |
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Mon 8:40 a.m. - 8:50 a.m.
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MABLE: Towards Quality of Experience Fairness for Serverless Functions
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Contributed Talk 3
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SlidesLive Video |
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Mon 8:50 a.m. - 9:15 a.m.
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Invited Talk – Dawn Song
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Invited Talk 3
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SlidesLive Video |
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Mon 9:15 a.m. - 10:45 a.m.
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Mentorship Roundtables
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Mentorship
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SlidesLive Video |
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Mon 10:45 a.m. - 11:45 a.m.
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Lunch Break
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Lunch @ Great Hall
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Mon 11:45 a.m. - 12:10 p.m.
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Invited Talk – Margaret Mitchell
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Invited Talk 4
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SlidesLive Video |
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Mon 12:10 p.m. - 1:10 p.m.
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WiML Panel
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Panel Discussion
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Mon 1:10 p.m. - 1:20 p.m.
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Closing Remarks – WiML President
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Closing
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SlidesLive Video |
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Mon 1:20 p.m. - 1:30 p.m.
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Break to Set Up Posters
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Transition to Joint Poster Session
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Mon 1:30 p.m. - 1:30 p.m.
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A Novel Evaluation Methodology of Transformers for Clinical Summarization
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Poster
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Divya Nagaraj · Sandra Steyaert · Olivier Gevaert 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Transfer Neurons not Layers
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Poster
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Divya Kulkarni 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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DGCF: Deep Graph-based Collaborative Filtering recommender system
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Poster
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SOFIA BOURHIM 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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A dental cavity classification using fully connected convolutional neural network
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Poster
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Sakinat Folorunso 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Deep Reinforcement Learning for the Extraction of Clinical Diagnosis Pathways
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Poster
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Lillian Muyama 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Exploring Ethical Considerations in Visual Question Answering for Medical Images
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Poster
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Volviane Saphir Mfogo 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Designing Ethnographic Research to Capture New Perspective in AI Design - A Case Study of Nigeria
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Poster
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Memunat A Ibrahim 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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New keypoint-based approach for recognising British Sign Language (BSL) from sequences
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Poster
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Oishi Deb · Andrew Zisserman 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Comparative Evaluation of Fixed Windowing Strategies on CT Brain Images Using Multiple Deep Learning Models
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Poster
)
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Supatta Viriyavisuthisakul · Natsuda Kaothanthong · Parinya Sanguansat · Toshihiko Yamasaki · Dittapong Songsaeng 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Suicide Ideation Prediction Using CNN-BiLSTM
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Poster
)
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Christianah Oyewale · Joseph D. Akinyemi · Ayodeji O.J Ibitoye · Olufade F.W Onifade 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Hybrid machine learning algorithm for predicting distributed denial of service attacks
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Poster
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UMUNYANA Carine 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Machine Learning-Based Field Calibration of Low-Cost PM2.5 and PM10 Air Quality Sensors
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Poster
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Priscilla Adong · Deo Okure · Richard Sserunjogi · Engineer Bainommugisha 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Enhanced Text Extraction using Multi-modal Attention Mechanism for Text Visual Question Answering System
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Poster
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Esther Oduntan 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Learning How to Infer Partial MDPs for In-Context Adaptation and Exploration
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Poster
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Chentian Jiang · Nan Rosemary Ke · Hado van Hasselt 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Algorithmic Censoring in Dynamic Learning Systems
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Poster
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Jennifer Chien 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Deployment-Oriented Self-Supervised Learning-Powered Cloud Segmentation in Satellite Images
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Poster
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Mingye Zhu · Zhicheng Yang · Mei Han · Jui-Hsin Lai 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Enhancing Healthcare Access: A Data-driven Hybrid Collaborative Filtering Sentence Similarity Approach to Personalized Physician Recommendations.
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Poster
)
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Sadura Akinrinwa · Olatubosun Olabode · Olatayo Adewuyi 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Machine Learning Techniques for Predicting Birth Outcomes: A Delivery Registry-Based Study in Tertiary Level Health Facility
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Poster
)
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Keziah Opoku Marfo 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Disentangled multi-subject and social behavioral representations through a constrained subspace variational autoencoder (CS-VAE)
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Poster
)
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Daiyao Yi · Simon Musall · Anne Churchland · Nancy Padilla-Coreano · Shreya Saxena 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Transformer-based Text Generation for Pidgin English
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Poster
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Taiwo Kolajo · Kabir Garba 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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An Empirical Analysis of Privacy/Utility Trade-offs in Generative Model based Synthetic Datasets
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Poster
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Debalina Padariya 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Tractable Large Scale Calibration with Reinforcement Learning
(
Poster
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Fadel Thior · Rose Yvette Bandolo Essomba · Sekou Remy 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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A Fast Federated Stochastic Compositional Minimax Optimization Algorithm with Variance Reduction
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Poster
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Xinwen Zhang · Hongchang Gao 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Radiomics and Interpretable Machine Learning for Alzheimer's Disease Detection
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Poster
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Louise Bloch · Christoph M. Friedrich 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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The Restoration of Art using Artificial Intelligence
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Poster
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Nontombi Jubane 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Gradient-based penalties for Robusteness and inclusion
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Poster
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Latifa Errami 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Geo-visualization of Hotspots of Citizens Dissatisfaction on Social Services Using Media Print: A Case Study of Fuel and Cash Scarcity in Nigeria.
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Poster
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Serah Akojenu · Olubayo Adekanmbi · Anthony Soronnadi 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Multi-dimensional concept discovery (MCD): A unifying framework with completeness guarantees
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Poster
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Johanna Vielhaben · Stefan Bluecher · Nils Strodthoff 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Okun Handwritten Character Recognition Model
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Poster
)
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Victoria I Yemi-Peters · John Olorundare · Sunday Adewumi 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Combinatorial Optimization with Policy Adaptation using Latent Space Search
(
Poster
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Felix Chalumeau · Shikha Surana · Clément Bonnet · Nathan Grinsztajn · Arnu Pretorius · Alexandre Laterre · Thomas Barrett 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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GmGM: a fast Gaussian graphical model for multi-modal data
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Poster
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Luisa Cutillo · Bailey Andrew · David Westhead 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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AI for private industrial networks in 5G and 6G
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Poster
)
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Aurélie Boisbunon · Illyyne Saffar · Jordi Biosca Caro · Abdulrahman Alabbasi · Junaid Ansari 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Farm to Plate AI: Enhance Freshness and Reduce Waste with Robotics and Computer Vision
(
Poster
)
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Maitreyi Chitale · Brenda Zhuang · Karthiga Mahalingam · Nayara Gomes de Aguiar · Shriya Joag · Sarah Mohamed 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Geo-parsing Locations during Natural Disasters for Emergency Intervention Management: A Case Study of Citizen-Led Social-Media Posting of the Flood Incidence in Nigeria
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Poster
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Rashidat Sikiru · Anthony Soronnadi · Olubayo Adekanmbi 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Efficient Transformers with Enhanced Semantic Understanding via Context Fusion in Skin Lesion Segmentation
(
Poster
)
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Sania Eskandari · Luis Sanchez Giraldo 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Contrasting Algorithmic and Machine Learning Approaches for Solving Dynamic Particle Motion Problems
(
Poster
)
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Munenyashaishe Hove 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Development of a TinyML Framework for Crop Disease Classification Tasks on Resource-constrained Embedded Devices
(
Poster
)
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Rehema Mwawado 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Generative Signed Graph Models for Gene Regulatory Networks
(
Poster
)
>
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Angelina Brilliantova · Ivona Bezakova 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Bayesian state estimation and calibration for a robot manipulator end-effector
(
Poster
)
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Zimkhitha Sijovu 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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AI+Science: Knowledge-augmented Deep Learning
(
Poster
)
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Zijun Cui 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Improving Influenza Surveillance over Europe using Multilingual Social Media Data
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Poster
)
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Niti Mishra 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Machine-Learning Powered Segmentation for Astronomical Images
(
Poster
)
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Ramadimetse Sydil Kupa 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Comparing Supervised and Interactive Learning for Visual Grounded Reasoning
(
Poster
)
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Anne Wu · Kianté Brantley · Yoav Artzi 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Effective ADR Prediction in Drug Development
(
Poster
)
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Danika Gupta 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Decentralized and Asynchronous Multi-Agent Active Search-and-Tracking when Targets outnumber Agents
(
Poster
)
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Arundhati Banerjee 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Harnessing Self-Supervised Learning and Vision Transformers for Attention Based Multi-modal Survival Analysis
(
Poster
)
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Narmada Naik · Kavya Kannan · Shahriar Faghani · Kevin Matlock 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Deep Generative Modeling for Data-driven Identification of Noisy, Non-stationary Dynamical Systems
(
Poster
)
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Doris Voina · Nathan Kutz · Steven Brunton 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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IDMU: Impact Driven Machine Unlearning
(
Poster
)
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SHUBHI ASTHANA · Bing Zhang · Ruchi Mahindru · Indervir Singh Banipal · Pawan Chowdhary 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Scalable spatial gradient process and its application on spatial transcriptomics
(
Poster
)
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Jiawen Chen · Yun Li · Didong Li 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Gaussian Processes for Time Series with Lead-Lag Effects
(
Poster
)
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Wancen Mu · Eric Davis · Kathleen Reed · Douglas Phanstiel · Michael Love · Didong Li 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Exploring the Effect of Frequency Resolution in FNet
(
Poster
)
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Greg Szumel · Ghazal Khalighinejad · Rickard Stureborg · Sam Wiseman 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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MABLE: Towards Quality of Experience Fairness for Serverless Functions
(
Poster
)
>
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Xue Li · Palden Lama · Tania Lorido Botran · Wei Wang 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Bayesian Data Augmentation for Partially Observed Stochastic Compartmental Models
(
Poster
)
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Shuying Wang 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Active query synthesis for preference learning
(
Poster
)
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Namrata Nadagouda · Mark Davenport 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Efficient Network Curvature for Community Detection
(
Poster
)
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Yun Jin Park · Didong Li 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Can the Prismer VQA Model Enhance Pneumonia Diagnosis in Xrays through a Mixture-of-Experts Approach
(
Poster
)
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Ipsita Praharaj · Ipsita Praharaj · Himanshu Thakur · Dhwani Sanmukhani 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Enhancing STEM education using Multimodal AI and Human in the Loop Feedback
(
Poster
)
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Karen DSouza · Pratibha Varma-Nelson · Shiaofen Fang · Snehasis Mukhopadhyay 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Accelerating the discovery of polymer electronics through machine learning, robotics, and high-throughput experimentation.
(
Poster
)
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Aikaterini Vriza 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Improved Weather Forecasting Model Using Optimized Fuzzy Logic
(
Poster
)
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Taiwo Kolajo · Samuel Sunday 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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The brain ascends reward gradients to learn in continuous motor spaces
(
Poster
)
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Aditi Arun · Anuj Patel · Ashesh K Dhawale 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Cross-modal RGB to Thermal Image Distillation
(
Poster
)
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Meron Abayneh · SELAMAWIT HAILE · Hawi Hunde · Michael Desta 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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S2S Transformer: End-to-End Architecture for 3D Object Detection from Point Clouds
(
Poster
)
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SELAMAWIT HAILE · Meron Abayneh · Hawi Hunde · Yeabsira Tessema 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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MixStrokes: MLP Mixers for Keystroke Dynamics Authentication
(
Poster
)
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Hawi Hunde · Meron Abayneh · SELAMAWIT HAILE · Abel Mekonnen 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Deep Learning from Crowdsourced Labels with Identifiability Guarantees
(
Poster
)
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Shahana Ibrahim · Tri Nguyen · Xiao Fu 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Contrast Masked Image Modeling for Change Detection of Remote Sensing Images
(
Poster
)
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Yibing Wei · Zhicheng Yang · Mingye Zhu · Zepeng Liu · Mei Han · Jui-Hsin Lai 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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"Racialized" medical narratives: fact or fiction? Multimodal analysis and stylometry for equitable healthcare
(
Poster
)
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Lisa Y.W. Tang 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Deep Metric Learning for Type II Diabetes Subtyping
(
Poster
)
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Qixuan Jin · Haoran Zhang · Jiacheng Zhu · Marzyeh Ghassemi 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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The Effects of Structural Conditioning on Antibody Inverse Folding
(
Poster
)
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Zinnia Ma · Franziska Seeger · Nathan Frey · Amy Wang · Darcy Davidson 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Survival models for risk stratification for patients with atrial fibrillation: development and validation using population data from a Canadian province
(
Poster
)
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Lisa Y.W. Tang 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Uncertainty Inclusive Contrastive Learning for Leveraging Synthetic Data
(
Poster
)
>
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Fiona Cai 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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From Sequence to Structure: A Novel GNN-LM Framework for Predicting Protein Secondary Structures
(
Poster
)
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Disha Varshney · Samarth Garg · Sarthak Tyagi · Deeksha Varshney · Nayan Deep 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Transport with Support: Data-Conditional Diffusion Bridges
(
Poster
)
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Ella Tamir · Martin Trapp · Arno Solin 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Neural ODEs for Modeling Epidemic Spreading
(
Poster
)
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Chrysoula Kosma · Giannis Nikolentzos · Georgios Panagopoulos · Jean-Marc Steyaert · Michalis Vazirgiannis 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Exploiting emerging similarities by infusing invariances in neural representations
(
Poster
)
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Irene Cannistraci · Marco Fumero · Luca Moschella · Valentino Maiorca · Emanuele Rodolà 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Exploring Unregulated Discrimination: Algorithmically Created Disadvantaged Groups
(
Poster
)
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Miriam Rateike 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Inclusive & Photorealistic Albedo Editing Through Latent Space Translation
(
Poster
)
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Swati Kanwal 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Coupled VAE with Gaussian process Decoders for Autonomous Chemical Design
(
Poster
)
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Vidhi Lalchand · Anna Perdrix Rosell · David Lines 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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COPD classifier using Structured Light Plethysmography
(
Poster
)
>
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Prisha Satwani · Vidhi Lalchand 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Fast Neural Scene Flow
(
Poster
)
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Xueqian Li 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Design an Embedding Evaluation Framework for eCommerce Based Search Engines
(
Poster
)
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Shubhangi Tandon 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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AI-based Point Cloud Synthesis and Reconstruction from 2D Single View RGB Image
(
Poster
)
>
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Malinda Vania 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Improving Machine Translation of Arabic Dialects using Unsupervised Domain Adaptation
(
Poster
)
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Aya Salim · Willie Brink 🔗 |
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Mon 1:30 p.m. - 1:30 p.m.
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Joint Affinity Groups Poster Session
(
Joint Poster Session @ Great Hall, 3:30 - 4:30 PM
)
>
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🔗 |