NeurIPS 2024 Past Other

Latinx in AI @ NeurIPS 2024

lxai-neurips-24

Submission deadline
Oct 6, 2024, 00:00 UTC
imported from OpenReview — check the website for extensions
Submission portal
OpenReview
Notes
Auto-imported from the OpenReview venue record on 2026-06-10 — please verify and enrich (topics are keyword-guessed).

Accepted papers (40)

Fetched from OpenReview (v2) on 2026-06-10.

  1. A Hybrid COMTE-LEFTIST Time-Series Explanation Method For a Time-series Classification Bitcoin Recommendation System

    Lucas Rabelo de Araujo Morais, Teresa Ludermir · PDF
  2. A Kernel Two-Sample Test with the Representation Jensen-Shannon Divergence

    Jhoan Keider Hoyos, Luis Gonzalo Sanchez Giraldo · PDF
  3. A proposal for post-OCR spelling correction using Language Models

    Sávio Santos de Araújo, Byron Leite Dantas Bezerra, Arthur Flor de Sousa Neto, Cleber Zanchettin · PDF
  4. Adaptive LoRA Merging for Efficient Domain Incremental Learning

    Luigi Quarantiello, Eric Nuertey Coleman, Julio Hurtado, Vincenzo Lomonaco · PDF
  5. Anomaly Detection In The Wild: Can SSL Handle Strong Distribution Imbalances?

    Daniel Otero, Rafael Mateus, Randall Balestriero · PDF
  6. 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 · PDF
  7. Benchmarking CNN-Based Systems for Corn Leaf Pest Detection using Fine-Tuning

    Mariana Risco Cosavalente, Sulei Jackeline Chang Román, Carlos Arturo Cortegana Silva · PDF
  8. Collaborative Training

    Ariana Mirella Villegas Suarez · PDF
  9. Deep Learning as a Decision Financial Tool in the Oil and Gas Industry

    Aguinaldo Junio Flor, Adiel Teixeira de Almeida Filho · PDF
  10. Distilling Visual Information into Symbolic Representations through Self-Supervised Learning

    Victor Sebastian Martinez Pozos, Ivan Vladimir Meza Ruiz · PDF
  11. 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 · PDF
  12. Enhancing Medical NLP Systems: Integrating Upstash Vector and BGE-M3 for Accurate and Ethical Healthcare Data Management with Reduced Bias

    Binxi Xie · PDF
  13. 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 · PDF
  14. Evaluating Federated Kolmogorov-Arnold Networks on Non-IID Data

    Arthur M. Sasse, Claudio Miceli de Farias · PDF
  15. Evaluating Privacy Risks in Synthetic Clinical Text Generation in Spanish

    Luis Miranda, Jocelyn Dunstan, Matías Toro, Federico Olmedo, Felix Melo · PDF
  16. Evaluating the Usefulness of Large Language Models for Synthetic Samples Generation via Few-shot Learning

    MAYNARA DONATO DE SOUZA, Flávio Santos, Cleber Zanchettin · PDF
  17. 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 · PDF
  18. Generative Interpolation of Sign Language Poses using RVQ-VAE

    Fidel Omar Tito Cruz, Gissella Bejarano · PDF
  19. Hand Gesture Classification Using Kolmogorov–Arnold Networks (KAN)

    edson Francisco luque · PDF
  20. 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 · PDF
  21. Human-Aided Discovery of Ancestral Graphs

    Tiago Silva, Eliezer de Souza da Silva, António Góis, Dominik Heider, Samuel Kaski, Diego Mesquita, Adele H Ribeiro · PDF
  22. 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 · PDF
  23. Improving Wild Pig Detection through Data Augmentation and Thermal Imagery: A Comparative Study of Model Performance.

    Alhim Adonai Vera Gonzalez, Donghoon Kim · PDF
  24. Interpreting business process case outcome prediction with XAI

    ANA ROCIO CARDENAS MAITA · PDF
  25. Keep on Swimming: Real Attackers Only Need Partial Knowledge of a Multi-Model System

    Julian Collado, Kevin Stangl · PDF
  26. Modeling cognitive processes of natural reading with transformer-based Language Models

    Bruno Bianchi, Fermín Travi, Juan E Kamienkowski · PDF
  27. Morphological Typology in BPE Subword Productivity and Language Modeling

    Iñigo Parra · PDF
  28. On Divergence Measures for Training GFlowNets

    Tiago Silva, Eliezer de Souza da Silva, Diego Mesquita · PDF
  29. OPPI-GRF: Optimizing Protein-Protein Interaction Prediction with Graph-Based Representation and Fusion

    Anusuya Krishnan, Isaias Mehari Ghebrehiwet · PDF
  30. Optimizing the Gabriel graph construction algorithm

    Jose Geraldo Fernandes, Vitor Mourao Hanriot, Antonio de Padua Braga · PDF
  31. Rethinking Multi-Modal Tokenization for Reinforcement Learning with Transformers in Mobility-on-Demand Tasks

    Gabriel Schwartz, Raphael Yokoingawa de Camargo · PDF
  32. SignAttention: On the Interpretability of Transformer Models for Sign Language Translation

    Oscar Agustín Stanchi, Pedro Alejandro Dal Bianco, Facundo Manuel Quiroga, Franco Ronchetti, Enzo Ferrante · PDF
  33. Subnormal Number Attacks on Binarized Neural Networks

    Nicolás Berrios · PDF
  34. Testing Memory Capabilities in Large Language Models with the Sequence Order Recall Task

    Mathis Pink, Vy A. Vo, Qinyuan Wu, Jianing Mu, Javier S. Turek, Uri Hasson, Kenneth A. Norman, Sebastian Michelmann, Alexander Huth, Mariya Toneva · PDF
  35. Towards Kinetic Manipulation of the Latent Space

    Diego Porres · PDF
  36. 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 · PDF
  37. Training-Free Approach of Convolutional Neural Networks with Astrocyte-Inspired Architectures

    Ana Ribas-Rodriguez, Vanessa Aguiar-Pulido, Francisco Cedron · PDF
  38. TudoBonus: A Dataset for household appliance recognition to improve circular economy process

    Michael Cruz, Flávio Santos, fabio buiati, Babak rezaei · PDF
  39. User-Centered Feature Fusion

    Marleny Hilasaca · PDF
  40. Visualizing Linear RNNs Through Unrolling

    Josue Casco-Rodriguez, Tyler Burley, CJ Barberan, Ahmed Imtiaz Humayun, Randall Balestriero, Richard Baraniuk · PDF