This is the public, feature-limited version of the conference webpage. After Registration and login please visit the full version.

Workshop: LXAI Research @ NeurIPS 2020

Maria Luisa Santiago, Laura Montoya, Pedro Braga, Karla Caballero, Sergio H Garrido Mejia, Eduardo Moya, Vinicius Caridá, Ariel Ruiz-Garcia, Ivan Arraut, Juan Banda, Josue Caro, Gissella Bejarano Nicho, Fabian Latorre, Carlos Miranda, Ignacio Lopez-Francos

Mon, Dec 7th @ 16:00 GMT – Tue, Dec 8th @ 03:00 GMT
Abstract: The workshop is a one-day event with invited speakers, oral presentations, and posters. The event brings together faculty, graduate students, research scientists, and engineers for an opportunity to connect and exchange ideas. There will be a panel discussion and a mentoring session to discuss current research trends and career choices in artificial intelligence and machine learning. While all presenters will identify primarily as Latinx, all are invited to attend.

Chat

To see video, interact with the author and ask questions please use registration and login.

Schedule

16:00 – 16:30 GMT
Opening Remarks
16:30 – 17:00 GMT
Keynote Presentation I Oriol Vinyals
Oriol Vinyals
17:00 – 17:10 GMT
Q & A Session Keynote I
17:10 – 17:11 GMT
Introduction Long Presentation Session 1
17:11 – 17:21 GMT
Forget About the LiDAR: Self-Supervised Depth Estimators with MED Probability Volumes
Juan Luis GonzalezBello
17:21 – 17:31 GMT
Model Misspecification in Multiple Weak Supervision
Salva Rühling Cachay
17:31 – 17:41 GMT
An evaluation metric for generative models using hierarchical clustering
Gustavo Sutter P. Carvalho
17:41 – 17:51 GMT
Generative Adversarial Stacked Autoencoders
Ariel Ruiz-Garcia
17:51 – 18:01 GMT
QA Long Presentation I
Salva Rühling Cachay, Juan Luis GonzalezBello, Gustavo Sutter P. Carvalho, Ariel Ruiz-Garcia
18:01 – 18:10 GMT
Break I
18:10 – 18:11 GMT
Introduction session II
18:11 – 18:21 GMT
Unsupervised Difficulty Estimation
Octavio Arriaga, Matias Valdenegro-Toro
18:21 – 18:31 GMT
Binary Segmentation of Seismic Facies Using Encoder-Decoder Neural Networks
Gefersom Lima
18:31 – 18:41 GMT
Study, Attend and Predict: Academic Performance Prediction using Transformers
Nicolas Araque
18:41 – 18:50 GMT
Performance Variability in Zero-Shot Classification
Matías Molina
18:50 – 19:00 GMT
QA Long Presentation II
Matias Valdenegro-Toro, Gefersom Lima, Nicolas Araque, Matías Molina
19:00 – 19:10 GMT
Break II
19:10 – 19:11 GMT
Introduction Keynote II
19:11 – 19:41 GMT
Keynote Presentation II: Aline Villavicencio
Aline Villavicencio
19:41 – 19:51 GMT
Keynote QA Session II
Aline Villavicencio
19:51 – 20:00 GMT
Break
20:00 – 20:30 GMT
Industry Panel
20:30 – 22:30 GMT
Poster Session
22:30 – 22:31 GMT
Introduction Keynote 3
22:31 – 23:01 GMT
Keynote Presentation III: Fernanda Viegas
Fernanda Viégas
23:01 – 23:11 GMT
Q&A Keynote III
Fernanda Viégas
23:11 – 23:21 GMT
Private Reinforcement Learning with PAC and Regret Guarantees
Giuseppe Vietri
23:21 – 23:31 GMT
Overcoming Transformer Fine-Tuning process to improve Twitter Sentiment Analysis for Spanish Dialects
Daniel Palomino
23:31 – 23:41 GMT
Detecting Damaged Regions after Natural Disasters using Mobile Phone Data: The Case of Ecuador
María Belén Guaranda
23:41 – 23:51 GMT
Neural language models for text classification in evidence-based medicine
Andres Carvallo
Mon, Dec 7th @ 23:51 GMT – Tue, Dec 8th @ 00:00 GMT
QA Long Presentation III
Giuseppe Vietri, Daniel Palomino, María Belén Guaranda, Andres Carvallo
00:00 – 00:10 GMT
Break III
00:10 – 00:11 GMT
Introduction Keynote IV
00:11 – 00:41 GMT
Keynote Presentation IV: Nayat Sanchez-Pi
Nayat Sánchez-Pi
00:41 – 00:51 GMT
Keynote QA Session IV
Nayat Sánchez-Pi
00:51 – 01:01 GMT
Severe Weather Prediction Using Lightning Data
Ivan Venzor
01:01 – 01:11 GMT
Learning a causal structure: a Bayesian Random Graph approach
Mauricio Gonzalez Soto
01:11 – 01:21 GMT
Robust Optimization over Networks Using Distributed Restarting of Accelerated Dynamics
Daniel Ochoa
01:21 – 01:30 GMT
QA Session Long Presentation IV
Ivan Venzor, Daniel Ochoa, Mauricio Gonzalez Soto
01:30 – 02:30 GMT
Mentoring Hour
02:30 – 03:00 GMT
Closing Remarks
Invalid date – Invalid date
Predicting metrical patterns in Spanish poetry with language models
Javier de la Rosa
Invalid date – Invalid date
Robust Asynchronous and Network-Independent Cooperative Learning
Eduardo Mojica-Nava
Invalid date – Invalid date
Revisiting Rainbow: Promoting more insightful and inclusive deep reinforcement learning research
Johan Obando Ceron
Invalid date – Invalid date
Automatic Detection and Classification of Tick-borne Skin Lesions using Deep Learning
Matias Valdenegro-Toro
Invalid date – Invalid date
Automatic Georeferencing of Map Images Using Unsupervised Learning and Graph Analysis
Enrique Arriaga-Varela
Invalid date – Invalid date
Inferring Aggressive Driving Behavior fromSmartphone Data – Smartphone’s sensors meetInception
Aaron H Narvaez Burciaga, Luis Gonzalez
Invalid date – Invalid date
Self-Supervised Transformers for Activity Classification using Ambient Sensors
Ariel Ruiz-Garcia
Invalid date – Invalid date
Graph Neural Networks Learn Twitter Bot Behaviour
Albert Orozco Camacho
Invalid date – Invalid date
Towards forensic speaker identification in Spanish using triplet loss
Ivan Vladimir Meza Ruiz
Invalid date – Invalid date
Inspecting state of the art performance and NLP metrics in image-based medical report generation
Pablo Pino
Invalid date – Invalid date
Safety Aware Reinforcement Learning (SARL)
Santiago Miret
Invalid date – Invalid date
Analysis of factors that influence the performance of biometric systems based on EEG signals
Dustin Carrion
Invalid date – Invalid date
Semantic Segmentation of Jet Fire Temperature Zones using Deep Learning
Carmina Perez-Guerrero
Invalid date – Invalid date
Quantum Machine Learning concepts and applications
Javier Orduz-Ducuara
Invalid date – Invalid date
Deep Learning model for wildfire detection through the fusion of visible and infrared information
Jorge Ciprián-Sánchez
Invalid date – Invalid date
A Quaternion Monogenic Layer Resilient to Large Brightness Changes in Image Classification
Eduardo Ulises Moya
Invalid date – Invalid date
Covariate Shift Adaptation in High-Dimensional and Divergent Distributions
Felipe Polo