Machine Learning Summer School 2021
Taipei
Standard Program
Open from August 1-31, 2021
Poster Session
Session 1
| ID | First Name | Last Name | Title of Poster |
| SS01 | Alexandru | Mara |
CSNE: Conditional Signed Network Embedding
|
| SS15 | Heng-Jui | Chang |
Towards Lifelong Learning of End-to-end Automatic Speech Recognition
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| SS19 | Hao | Hsu |
SDNet: Improving Missing Depth Value by Sequential Depth Network
|
| SS21 | Hung-Ting | Su |
Multi-modal Video Comprehension and Beyond
|
| SS22 | Emese | Sukei |
Predicting emotional state using behavioural markers derived from passively sensed data
|
| SS27 | Igor | Morawski |
Object Detection under Low-Light Conditions
|
| SS36 | Ola | Rønning |
EinStein VI: General and Ingegrated Stein Variational Inference
|
| SS40 | Azqa | Nadeem |
Explainable Sequential ML for cybersecurity: A case of attacker strategy discovery
|
| SS53 | Hsuan | Su |
Put Chatbot into Its Interlocutors Shoes: New Framework to Learn Chatbot Responding with Intention
|
| SS61 | Kirill | Solovev |
Machine Learning for Real Estate: Extracting complex information from floor plans
|
| SS69 | Daniël | Vos |
Adversarially Robust Decision Tree Learning
|
| SS71 | Maximilian | Thiessen |
Active Learning Convex Halfspaces on Graphs
|
Session 2
| ID | First Name | Last Name | Title of Poster |
| SS18 | MING-YANG | HO |
Look, Listen, and Diagnose: A deep learning-based comprehensive Parkinson’s disease evaluation system with 3D point cloud and acoustic features
|
| SS24 | Lucas | Miranda |
deepOF: self-supervised extraction of behavioral motifs from motion tracking data
|
| SS33 | Swapneel | Mehta |
COVID Modeling and Control with Policy Interventions using Probabilistic Programs
|
| SS38 | Jayneel | Parekh |
A Framework to Learn with Interpretation
|
| SS45 | Usman | Anwar |
Inverse Constrained Reinforcement Learning
|
| SS51 | yoosof | mashayekhi |
Quantifying and Reducing Imbalance in Networks
|
| SS57 | Xiaoran | Liang |
Machine Learning for Causal Inference: Agglomerative Hierarchical Clustering Method for Selecting Valid Instrumental Variables
|
| SS58 | Chuin Hong | Yap |
3D-CNN for Facial Micro- and Macro-expression Spotting on Long Video Sequences using Temporal Oriented Reference Frame
|
| SS60 | Chen-Hao | Hsiao |
Joint Clustering and Ranking from Heterogeneous Pairwise Comparisons
|
| SS66 | Yining | Juan |
HIVE: Hierarchical Information Visualization for Explainability
|
Session 3
| ID | First Name | Last Name | Title of Poster |
| SS12 | Sushil | Thapa |
An Effective Baseline for Out-of-Distribution Detection using Abstention
|
| SS17 | Liang Yuan | Wu |
Code-Switching Text Data Augmentation
|
| SS39 | Dennis Hernando | Núñez Fernández |
Prediction of Tuberculosis using U-Net and segmentation techniques
|
| SS44 | Sangwoong | Yoon |
Autoencoding Under Normalization Constraints
|
| SS50 | Yen-Chieh | Liao |
Electoral Incentives and Porks: Exploring Parliamentary Questions Using Convolutional Neural Networks
|
| SS55 | Abdul | Waheed |
Analyzing the Domain Robustness of Pretrained Language Models – Layer by Layer
|
| SS56 | Chadi | Helwe |
Reasoning with Transformers: Deep Learning, but Shallow Reasoning
|
| SS63 | Kholoud | AlGhamdi |
Learning to Recommend Items to Wikidata Editors
|
| SS65 | Yu Heng | Hung |
Reward-Biased Maximum Likelihood Estimation for Linear Stochastic Bandits
|
| SS70 | Wei | Hung |
Escaping from Zero Gradient: Revisiting Action-Constrained Reinforcement Learning via Frank-Wolfe Policy Optimization
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Session 4
| ID | First Name | Last Name | Title of Poster |
| SS05 | Zhiyin | Tan |
Text-based Personality Prediction
|
| SS07 | Milton, Chi-Chong | Wong |
Efficient Outdoor 3D Point Cloud Semantic Segmentation for Critical Road Objects and Distributed Contexts
|
| SS23 | Hannes | Stärk |
Light Attention Predicts Protein Location from the Language of Life
|
| SS26 | Priyanka | Kumari |
A QSRR modeling of small pharmaceutical compounds in Reverse Phase Liquid Chromatography
|
| SS29 | Chi-Chun Louis | Tiao |
Bayesian Optimization by Classification
|
| SS30 | Naoufal | ACHARKI |
Heterogeneous Treatment Effects: When Machine Learning meets multiple treatments regime
|
| SS42 | Armanda | Lewis |
Bias detection and interpretability in multilingual corpora
|
| SS43 | Kuan Po | Huang |
One Shot Learning for Speech Separation
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| SS46 | Seemant | Tiwari |
Study Of Fuzzy Clustering For Wind Power Forecasting Model
|
| SS54 | Egor | Shulgin |
ADOM: Accelerated Decentralized Optimization Method for Time-Varying Networks
|
| SS62 | Lennart | Schneider |
Model-Based Neural Architecture Search for Resource Related Diversity
|
| SS68 | Beatriz | GARCIA SANTA CRUZ |
Model bias and its impact on computer-aided diagnosis: A data-centric approach
|
