LXAI @ NeurIPS - Presenters

Paper ID	Paper Title	Author Names
3	Analysis of factors that influence the performance of biometric systems based on EEG signals Applications Poster	Carrion, Dustin Javier*; Fonseca-Delgado, Rigoberto; Pineda, Israel
5	Deep Learning model for wildfire detection through the fusion of visible and infrared information Deep Learning Poster	Ciprián-Sánchez, Jorge F*; Ochoa-Ruiz, Gilberto
6	Severe Weather Prediction Using Lightning Data Applications oral	Venzor, Iván*; ahmed, nadia; Molina, Maria J; Slipski, Marek
7	Private Reinforcement Learning with PAC and Regret Guarantees Reinforcement Learning Oral	Vietri, Giuseppe*; Balle, Borja; Krishnamurthy, Akshay; Wu, Steven
8	Semantic Segmentation of Jet Fire Temperature Zones using Deep Learning Neural Networks Poster	Pérez-Guerrero, Carmina*; Ciprián-Sánchez, Jorge F; Mendez-Ruiz, Mauricio; Ochoa-Ruiz, Gilberto
9	Safety Aware Reinforcement Learning (SARL) Reinforcement Learning poster	Miret, Santiago*; Majumdar, Somdeb; Wainwright, Carroll
10	Model Misspecification in Multiple Weak Supervision Probabilistic Methods Oral	Rühling Cachay, Salva*; Boecking, Benedikt; Dubrawski, Artur
12	Inferring Aggressive Driving Behavior from Smartphone Data – Smartphone’s sensors meetInception Applications Poster	Narvaez, Aarón; González, Luis*; Wahlström, Johan
13	Learning a causal structure: a Bayesian Random Graph approach Probabilistic Methods Oral	Gonzalez-Soto, Mauricio*; Feliciano-Avelino, Ivan; Succar, Luis E.; Escalante, Hugo Jair
18	Robust Asynchronous and Network-Independent Cooperative Learning Optimization Poster	Mojica-Nava, Eduardo*; Uribe, Cesar A; Yanguas, David
19	Revisiting Rainbow: Promoting more insightful and inclusive deep reinforcement learning research Reinforcement Learning Poster	Obando Ceron, Johan Samir*; Castro, Pablo Samuel
21	Quantum Machine Learning concepts and applications Machine Learning Poster	Orduz-Ducuara, Javier Andrés*; Iyer, Vijayasri
23	Inspecting state of the art performance and NLP metrics in image-based medical report generation Applications Poster	Pino, Pablo D*; Parra, Denis; Messina, Pablo
27	Automatic Georeferencing of Map Images Using Unsupervised Learning and Graph Analysis Pattern Recognition Poster	Arriaga-Varela, Enrique J*; Takahashi, Toru
32	A Quaternion Monogenic Layer Resilient to Large Brightness Changes in Image Classification Deep Learning Poster	Sanchez, Abraham; Moya, Eduardo Ulises*; Xambo, Sabastia; Salazar-Colores, Sebastian; Cortes, Ulises
33	Unsupervised Difficulty Estimation Deep Learning Oral	Arriaga, Octavio; Valdenegro-Toro, Matias*
34	Automatic Detection and Classification of Tick-borne Skin Lesions using Deep Learning Applications Poster	Pfeifer, Lauren M; Valdenegro-Toro, Matias*
35	Severe Weather Prediction Using Lightning Data Applications oral	Venzor, Iván*; ahmed, nadia; Molina, Maria J; Slipski, Marek
39	Forget About the LiDAR: Self-Supervised Depth Estimators with MED Probability Volumes Applications Oral	Gonzalez, Juan Luis*
40	An evaluation metric for generative models using hierarchical clustering Deep Learning Oral	Sutter P. Carvalho, Gustavo*; Ponti, Moacir A
42	Covariate Shift Adaptation in High-Dimensional and Divergent Distributions Machine Learning Poster	Polo, Felipe Maia*; Vicente, Renato
45	Towards forensic speaker identification in Spanish using triplet loss Natural Language Processing Poster	Maqueda, Emmanuel ; Meza Ruiz, Ivan Vladimir *; Alvarez Jiménez, Javier
46	Generative Adversarial Stacked Autoencoders Deep Learning Oral	Ruiz-Garcia, Ariel*; Almakky, Ibrahim; Hicks, Luke; Palade, Vasile
47	Binary Segmentation of Seismic Facies Using Encoder-Decoder Neural Networks Deep Learning Oral	Lima, Gefersom G*; Ramos, Gabriel; Rigo, Sandro; Zeiser, Felipe; Silveira, Ariane
48	Self-Supervised Transformers for Activity Classification using Ambient Sensors Applications Poster	Hicks, Luke R*; Ruiz-Garcia, Ariel; Palade, Vasile; Almakky, Ibrahim
49	Predicting metrical patterns in Spanish poetry with language models Applications Poster	de la Rosa, Javier*; Ros, Salvador; González-Blanco, Elena
50	Study, Attend and Predict: Academic Performance Prediction using Transformers Deep Learning Oral	Araque, Nicolas*; Catapano, Mario; Digenaro, Massimo
51	Performance Variability in Zero-Shot Classification Machine Learning Oral	Molina, Matias Daniel*; Sanchez, Jorge
52	Robust Optimization over Networks Using Distributed Restarting of Accelerated Dynamics Optimization Oral	Ochoa, Daniel E*; Poveda, Jorge I.; Uribe, Cesar A; Quijano, Nicanor
53	Overcoming Transformer Fine-Tuning process to improve Twitter Sentiment Analysis for Spanish Dialects Natural Language Processing Oral	Palomino Paucar, Daniel Alfredo*
55	Graph Neural Networks Learn Twitter Bot Behaviour AI for Social Good Poster	Orozco Camacho, Albert M*
56	Detecting Damaged Regions after Natural Disasters using Mobile Phone Data: The Case of Ecuador Applications Oral	Castillo-López, Galo; Guaranda, María Belén*; Layedra, Fabricio; Vaca, Carmen
62	Neural language models for text classification in evidence-based medicine Natural Language Processing Oral	Carvallo, Andres*; Parra, Denis; Rada , Gabriel; Perez, Daniel; Vasquez, Juan; Vergara, Camilo

Speakers

Salva Rühling Cachay

Probabilistic Methods

Octavio Arriaga

Deep Learning

Nicolas Araque

Deep Learning

Mauricio Gonzalez-Soto

Probabilistic Methods

Matias Daniel Molina

Machine Learning

María Belén Guaranda

Applications

Juan Luis Gonzalez

Applications

Iván Venzor

--

Gustavo Sutter P. Carvalho

Deep Learning

Giuseppe Vietri

--

Gefersom G Lima

Deep Learning

Daniel E Ochoa

Natural Language Processing

Daniel Alfredo Palomino Paucar

Natural Language Processing

Ariel Ruiz-Garcia

Deep Learning

Andres Carvallo

Natural Language Processing

Accepted Papers

Paper ID

Paper Title

Author Names

The LXAI Workshop at NeurIPS is only one of the many research and engineering programs our organization is hosting. Please visit our main page to learn more about Latinx in AI initiatives around the world.