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Affinity Event

LatinX in AI

Laura Montoya ⋅ Ana Maria Quintero ⋅ Abraham Ramos ⋅ Ana María Quintero-Ossa ⋅ Daniel Otero
2024 Affinity Event
Project Page

Abstract

Video

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Schedule

Timezone: America/Los_Angeles
8:30 AM
Check-in
9:00 AM
Opening Remarks
9:40 AM
Coffe break
12:00 PM
Lunch break
1:20 PM
Paula Ramos
Paula Ramos
4:00 PM
Closing remarks
Visualizing Linear RNNs Through Unrolling
Josue Casco-Rodriguez ⋅ Tyler Burley ⋅ CJ Barberan ⋅ Imtiaz Humayun ⋅ Randall Balestriero ⋅ Richard Baraniuk
SignAttention: On the Interpretability of Transformer Models for Sign Language Translation
Oscar Stanchi ⋅ Pedro Alejandro Dal Bianco ⋅ Facundo Manuel Quiroga ⋅ Franco Ronchetti ⋅ Enzo Ferrante
Apple Quality Estimation in the Near Infrared Spectral Band
Patricia Suarez ⋅ Angel Sappa ⋅ Boris Vintimilla
On Divergence Measures for Training GFlowNets
Tiago Silva ⋅ Eliezer de Souza da Silva ⋅ Diego Mesquita
A proposal for post-OCR spelling correction using Language Models
Sávio Santos ⋅ Byron L D Bezerra ⋅ Arthur Neto ⋅ Cleber Zanchettin
Benchmarking CNN-Based Systems for Corn Leaf Pest Detection using Fine-Tuning
Mariana Risco Cosavalente ⋅ Sulei Román ⋅ Carlos Silva
Enhancing the Generation of Predictions and Natural Language Explanations via Sparse Few-shot Fine-tuning and Prompting
Jesus Solano ⋅ Mardhiyah Sanni ⋅ Oana-Maria Camburu ⋅ Pasquale Minervini
Identification of Antigen Specific B-cell receptors from single-cell V(D)J sequences using a Large Language Model, ASPred
Karen Paco ⋅ Zihao Zhang ⋅ Mariana Paco Mendivil ⋅ Peace Olatoyinbo ⋅ Sanaz Zebardast ⋅ Dhruv Patel ⋅ Isabel Condori ⋅ Jordan Lay ⋅ Karine Le Roch ⋅ Tristan Yang ⋅ Jonathan Felix ⋅ Jeniffer Hernandez ⋅ Matthew Sazinsky ⋅ Ilya Tolstorukov ⋅ Stefano Lonardi ⋅ Animesh Ray
Generative Interpolation of Sign Language Poses using RVQ-VAE
Fidel Omar Tito Cruz ⋅ Gissella Bejarano Nicho
User-Centered Feature Fusion
Marleny Hilasaca
Deep Learning as a Decision Financial Tool in the Oil and Gas Industry
Aguinaldo Junio Flor ⋅ Adiel de Almeida Filho
Towards unearthing neglected climate innovative solutions using an LLM-based search tool
César Quilodrán-Casas ⋅ Christopher Waite ⋅ Nicole Alhadeff ⋅ Diyona Dsouza ⋅ Cathal Hughes ⋅ Larissa Kunstel-Tabet ⋅ Alyssa Gilbert
FC-Aligner: A Lightweight Regressor Model for Embedding Space Conversion
André Luiz Vieira e Silva ⋅ René Ferrari ⋅ Álvaro Nolibos ⋅ Gustavo Felipe
Human-Aided Discovery of Ancestral Graphs
Tiago Silva ⋅ Eliezer de Souza da Silva ⋅ Antonio Gois ⋅ Dominik Heider ⋅ Samuel Kaski ⋅ Diego Mesquita ⋅ Adele Ribeiro
TudoBonus: A Dataset for household appliance recognition to improve circular economy process
Flávio Santos ⋅ Michael da Cruz ⋅ Babak Rezaei ⋅ Fabio Buiati
Health Prediction: A Comprehensive IoT-Driven Health Monitoring System with Machine Learning Analysis and XAI Insights
Marcelo da Silva ⋅ Caio Marques Silva ⋅ Suane da Silva ⋅ Elizângela de Souza Rebouças ⋅ Caio Cunha ⋅ Cilis Benevides ⋅ Roger Sarmento ⋅ Houbing Song ⋅ Pedro Pedrosa Rebouças Filho
Anomaly Detection In The Wild: Can SSL Handle Strong Distribution Imbalances?
Daniel Otero ⋅ Rafael Mateus ⋅ Randall Balestriero
Distilling Visual Information into Symbolic Representations through Self-Supervised Learning
Victor Sebastian Martinez Pozos ⋅ Ivan Vladimir Meza Ruiz
Training-Free Approach of Convolutional Neural Networks with Astrocyte-Inspired Architectures
Ana Ribas-Rodriguez ⋅ Vanessa Aguiar-Pulido ⋅ Francisco Cedron
Collaborative Training
Ariana Villegas Suárez
Testing Memory Capabilities in Large Language Models with the Sequential Ordered Recall Task
Mathis Pink ⋅ Vy Vo ⋅ Qinyuan Wu ⋅ Jianing Mu ⋅ Javier Turek ⋅ Uri Hasson ⋅ Kenneth Norman ⋅ Sebastian Michelmann ⋅ Alexander Huth ⋅ Mariya Toneva
Optimizing the Gabriel graph construction algorithm
Jose Geraldo Fernandes ⋅ Vitor Hanriot ⋅ Antonio de Padua Braga
Adaptive LoRA Merging for Efficient Domain Incremental Learning
Luigi Quarantiello ⋅ Eric Nuertey Coleman ⋅ Julio Hurtado ⋅ Vincenzo Lomonaco
Hyphatia: a Card-Not-Present Fraud Detection System based on Self-Supervised Tabular Learning
Josue Genaro Almaraz-Rivera ⋅ Jose Antonio Cantoral-Ceballos ⋅ Juan Botero ⋅ Francisco Muñoz ⋅ Brian Martinez
Modeling cognitive processes of natural reading with transformer-based Language Models
Bruno Bianchi ⋅ Fermín Travi ⋅ Juan Esteban Kamienkowski
Evaluating Privacy Risks in Synthetic Clinical Text Generation in Spanish
Luis Miranda ⋅ Jocelyn Dunstan ⋅ Matías Toro ⋅ Federico Olmedo ⋅ Felix Melo