NeurIPS 2024 Workshop LXAI Submissions

Evaluating Privacy Risks in Synthetic Clinical Text Generation in Spanish
Luis Miranda, Jocelyn Dunstan, Matías Toro, Federico Olmedo, Felix Melo
- Published: 18 Oct 2024, Last Modified: 21 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Collaborative Training
Ariana Mirella Villegas Suarez
- Published: 18 Oct 2024, Last Modified: 03 Dec 2024
- lxai-neurips-24
- Readers: Everyone
Generative Interpolation of Sign Language Poses using RVQ-VAE
Fidel Omar Tito Cruz, Gissella Bejarano
- Published: 18 Oct 2024, Last Modified: 19 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Interpreting business process case outcome prediction with XAI
ANA ROCIO CARDENAS MAITA
- Published: 18 Oct 2024, Last Modified: 23 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Rethinking Multi-Modal Tokenization for Reinforcement Learning with Transformers in Mobility-on-Demand Tasks
Gabriel Schwartz, Raphael Yokoingawa de Camargo
- Published: 18 Oct 2024, Last Modified: 18 Nov 2024
- lxai-neurips-24
- Readers: Everyone
ASPred: Identification of Antigen Specific B-cell receptors from single V(D)J sequences using Large Language Models
Karen Paco, Mariana Paco, Zihao Zhang, Isabel Condori, Sanaz Zebardast, Peace Olatoyinbo, Dhruv Patel, Jonathan Felix, Tristan Yang, Jordan Lay, Ilya Tolstorukov, Karine Le Roch, Matthew Sazinsky, Jeniffer Hernandez, Stefano Lonardi, Animesh Ray
- Published: 18 Oct 2024, Last Modified: 18 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Hand Gesture Classification Using Kolmogorov–Arnold Networks (KAN)
edson Francisco luque
- Published: 18 Oct 2024, Last Modified: 22 Nov 2024
- lxai-neurips-24
- Readers: Everyone
On Divergence Measures for Training GFlowNets
Tiago Silva, Eliezer de Souza da Silva, Diego Mesquita
- Published: 18 Oct 2024, Last Modified: 28 Nov 2024
- lxai-neurips-24
- Readers: Everyone
User-Centered Feature Fusion
Marleny Hilasaca
- Published: 18 Oct 2024, Last Modified: 23 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Human-Aided Discovery of Ancestral Graphs
Tiago Silva, Eliezer de Souza da Silva, António Góis, Dominik Heider, Samuel Kaski, Diego Mesquita, Adele H Ribeiro
- Published: 18 Oct 2024, Last Modified: 05 Nov 2024
- lxai-neurips-24
- Readers: Everyone
TudoBonus: A Dataset for household appliance recognition to improve circular economy process
Michael Cruz, Flávio Santos, fabio buiati, Babak rezaei
- Published: 18 Oct 2024, Last Modified: 21 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Enhancing Graph-to-Text Systems in Low-Resource Settings: Distilling Chain-Of-Thought Reasoning For Task-Specific Workflows
David Guzman Piedrahita, Arnisa Fazla, Anna Kiepura
- Published: 18 Oct 2024, Last Modified: 18 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Deep Learning as a Decision Financial Tool in the Oil and Gas Industry
Aguinaldo Junio Flor, Adiel Teixeira de Almeida Filho
- Published: 18 Oct 2024, Last Modified: 27 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Towards Kinetic Manipulation of the Latent Space
Diego Porres
- Published: 18 Oct 2024, Last Modified: 17 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Towards unearthing neglected climate innovations from scientific literature using Large Language Models
César Quilodrán-Casas, Christopher Waite, Nicole Alhadeff, Diyona Dsouza, Cathal Hughes, Larissa Kunstel-Tabet, Alyssa Gilbert
- Published: 18 Oct 2024, Last Modified: 03 Dec 2024
- lxai-neurips-24
- Readers: Everyone
Evaluating the Usefulness of Large Language Models for Synthetic Samples Generation via Few-shot Learning
MAYNARA DONATO DE SOUZA, Flávio Santos, Cleber Zanchettin
- Published: 18 Oct 2024, Last Modified: 21 Nov 2024
- lxai-neurips-24
- Readers: Everyone
A Kernel Two-Sample Test with the Representation Jensen-Shannon Divergence
Jhoan Keider Hoyos, Luis Gonzalo Sanchez Giraldo
- Published: 18 Oct 2024, Last Modified: 20 Nov 2024
- lxai-neurips-24
- Readers: Everyone
FC-Aligner: A Lightweight Regressor Model for Embedding Space Conversion
André Luiz Buarque Vieira e Silva, René G. Ferrari, Álvaro Spies Nolibos, Gustavo Zanoni Felipe
- Published: 18 Oct 2024, Last Modified: 14 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Benchmarking CNN-Based Systems for Corn Leaf Pest Detection using Fine-Tuning
Mariana Risco Cosavalente, Sulei Jackeline Chang Román, Carlos Arturo Cortegana Silva
- Published: 18 Oct 2024, Last Modified: 18 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Evaluating Federated Kolmogorov-Arnold Networks on Non-IID Data
Arthur M. Sasse, Claudio Miceli de Farias
- Published: 18 Oct 2024, Last Modified: 18 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Health Prediction: A Comprehensive IoT-Driven Health Monitoring System with Machine Learning Analysis and XAI Insights
Marcelo Colares da Silva, Caio Marques Silva, Suane Pires Pinheiro da Silva, Elizângela de Souza Rebouças, Caio C. H. Cunha, Cilis A. Benevides, Roger M. Sarmento, Houbing Hebert Song, Pedro Pedrosa Rebouças Filho
- Published: 18 Oct 2024, Last Modified: 19 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Hyphatia: a Card-Not-Present Fraud Detection System based on Self-Supervised Tabular Learning
Josue Genaro Almaraz-Rivera, Jose Antonio Cantoral-Ceballos, Juan Felipe Botero, Francisco Muñoz, Brian Martinez
- Published: 18 Oct 2024, Last Modified: 18 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Subnormal Number Attacks on Binarized Neural Networks
Nicolás Berrios
- Published: 18 Oct 2024, Last Modified: 20 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Optimizing the Gabriel graph construction algorithm
Jose Geraldo Fernandes, Vitor Mourao Hanriot, Antonio de Padua Braga
- Published: 18 Oct 2024, Last Modified: 18 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Morphological Typology in BPE Subword Productivity and Language Modeling
Iñigo Parra
- Published: 18 Oct 2024, Last Modified: 06 Nov 2024
- lxai-neurips-24
- Readers: Everyone