April 15th, 2022: By Nathan Cornille and Victor Milewski
Critical Analysis of Deconfounded Pretraining to Improve Visio-Linguistic Models; Finding Structural Knowledge in Multimodal-BERT
Journal-Club @ LIIR - Seminars
March 3, 2022: By Mingxiao Li and Damien Sileo
Dynamic Key-value Memory Enhanced Multi-step Graph Reasoning for Knowledge-based Visual Question Answering; Zero-Shot Recommendations as Language Modeling
February 3, 2022: By Gorjan Radevski and Thierry Deruyttere
Revisiting spatio-temporal layouts for compositional action recognition; Predicting Physical World Destinations for Commands Given to Self-Driving Cars
January 6, 2022: By Vladimir Araujo
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-Level Representations
October 7, 2021: By Christos Theodoropoulos and Ruben Cartuyvels
Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning; Discrete and Continuous Representations and Processing in Deep Learning
August 5, 2021: By Liesbeth Allein
Time-Aware Evidence Ranking for Fact-Checking by Liesbeth Allein
July 1, 2021: By dr. Miryam de Lhoneux and Tingyu Qu
Multilingual NLP and Interpretability by Miryam and Multimodal Face Naming by Tingyu
April 9, 2021: By Thierry Deruyttere and Jordy Van Landeghem
Problems and solutions for talking to self-driving cars by Thierry, and progress regarding Intelligent Automation for AI-driven Document Understanding by Jor...
March 5, 2021: By Mingxiao Li and dr. Bertrand De Longueville & dr. Alexandra Balahur
Modeling Coreference Relations in Visual Dialog by Mingxiao Li, and a guest talk by dr. Bertrand De Longueville & dr. Alexandra Balahur
January 28, 2021: By Erfan Gadry and Gorjan Radevski
Multilingual Representation Learning by Erfan Gadry, and ecoding Language Spatial Relations to 2D Spatial Arrangements by Gorjan Radevski
December 2, 2020: By Graham Spinks and dr. Iacer Calixto
Convolutional Generation of Textured 3D Meshes by Graham Spinks, and a guest talk by dr Iacer Calixto
November 5, 2020: By Nathan Cornille and Victor Milewski
Feedback and tips on using brain-inspired anticipation in Transformers, by Nathan and Are scene graphs good enough for image captioning, by Victor
October 8, 2020: By Liesbeth Allein and Quentin Meeus
In-depth review about Checkworthiness, by Liesbeth and how to leverage BERT models to generate speech features holding semantic information, by Quentin.