Talks

2025

Adapting to the Unknown

CS Seminar, Bilkent University, Türkiye

Nov 2025

Universal Novelty Detection via Adaptive Contrastive Learning

IST Seminar, VISTEC, Rayong, Thailand

May 2025

On the Generalization and Adaptability Challenges in Anomaly Detection

AI Security and Privacy Team Seminar, RIKEN AIP, Tokyo, Japan

Jun 2025

2024

Universal Novelty Detection Through Adaptive Contrastive Learning

Research Seminar, OIST, Okinawa, Japan

2024

Trustworthiness and Alignment in AI: Current Concerns, Challenges, and Solutions

Keynote, ISCwsISC2024

2024

Trustworthy Machine Learning: Exploring Reliability in AI

Keynote, AISP2024

2024

2023

The Effect of Sampling on Continual Learning

AAISS 2023, Amirkabir University

2023

AI Trustworthiness

Academic Talk, Iran University of Science and Technology, Tehran, Iran

2023

Deep Learning Advancements in Anomaly Detection for Computer Vision

Research Seminar, OIST, Okinawa, Japan

2023

2022

Reliability and Safety of Deep Neural Networks

Invited Talk, Iranian Statistical Society (ISC)

Aug 2022

Reliable Deep Anomaly Detection

Special Seminar, Helsinki Institute for Information Technology (HIIT)

Apr 2022

2020

One-Class Classification

Conference Talk, 4th International Conference on Advances in AI and Signal Processing (AAISP 2020)

Feb 2020

Network Representation Learning

Workshop Talk, IPM Complex Network Workshop

Feb 2020

2019

Unsupervised Deep Neural Networks

Academic Talk, Amirkabir University of Technology (AUT)

Nov 2019

Deep Generative Networks

Academic Talk, Institute for Advanced Studies in Basic Sciences (IASBS)

Mar 2019