Session 2: Security & Session 3: Natural Language Processing
Canadian AI 2022
Session 2: Security, Chair: Dhanya Jothimani
00:00 Introduction by Dhanya Jothimani
00:47 Mansour Alqarni and Akramul Azim. Low level source code vulnerability detection using advanced bert language model
13:05 Salma Elgendy, Mayar Attawiya, Omar Haridy, Ahmed Farag and Paula Branco. DTEXNet: Artificial Intelligence-Based Combination Scheme for DDoS Attacks Detection
23:18 Vahid Reza Khazaie, Nicky Bayat and Yalda Mohsenzadeh. Multi Scale Identity-Preserving Image-to-Image Translation Network for Low-Resolution Face Recognition.
38:37 Lily Wadoux, Nelly Barbot, Jonathan Chevelu and Damien Lolive. Voice Cloning Applied to Voice Disorders: a Study of Extreme Phonetic Content in Speaker Embeddings.
47:38 Question Period
Session 3: Natural Language Processing, Chair: Gabriel Bernier-Colborne
1:15:08 Introduction by Gabriel Bernier-Colborne
1:17:48 Richard Khoury, David Beauchemin and Vincent Primpied. Quantifying French Document Complexity.
1:31:31 Mehdi Afsar, Trafford Crump and Behrouz Far. Sample Efficiency in Deep Reinforcement Learning based Recommender Systems with Imitation Learning.
1:45:43 Frédéric Piedboeuf and Philippe Langlais. A working model for textual Membership Query Synthesis.
1:58:26 Duncan Clelland and Gabriel Murray. Computational Models of Linguistic Alignment - Clustering Group Participants and Predicting Task Outcomes.
2:11:33 Fanny Rancourt, Diego Maupomé and Marie-Jean Meurs. On the Influence of Annotation Quality in Suicidal Risk Assessment from Text.
2:20:24 Marc Queudot, Louis Marceau, Raouf Belbahar, Éric Charton, and Marie-Jean Meurs. Dataset Augmentation Using Back-Translation to Improve Early Stage Dialog Systems.
2:29:10 Question Period
2:42:07 Jincheng Mei. Non-uniform Analysis for Non-convex Optimization in Machine Learning.
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