Events
Jonathan Scarlett (National University of Singapore) – Exploration and Optimization of Black-Box Functions with Safety Guarantees
Jonathan Scarlett (National University of Singapore) – Exploration and Optimization of Black-Box Functions with Safety Guarantees
Qian Liu (Sea AI Lab) – Introduction to Modern LLM Pre-training: Sailor Use Case
This talk will present some key techniques in modern LLM pre-training, including scaling laws, data quality engineering, data mixture optimization, and efficient training strategies. We will use Sailor, a family of open language models (0.5B to 14B parameters) tailored for South-East Asian languages, as a case study. […]
Alessandro Luongo (National University of Singapore) – Quantum Algorithms and Their Applications in Finance
Baby Shark Fund Open Pitch
Baby Shark Fund Open Pitch
ISTD PhD Oral Defense Seminar by Teo Tzu Hsuan Christopher – Fair Generative Modelling
Generative modelling (GM) has advanced significantly in recent years, especially in computer vision, where it is used for various purposes, from supplementing limited sample datasets to creating art. As GMs become more integrated into our daily activities, discussions about their efficacy are becoming more prevalent. This is largely due to the potential biases they may contain, which could then influence downstream tasks and proliferate biases in society. In this dissertation, we make important contributions in improving fairness in generative models by identifying and addressing constraints which may limit their broader adoption. […]
Baby Shark Fund Open Pitch
Baby Shark Fund Open Pitch
Future of Innovation – EPD Distinguished Lecture Series & Innovation Forum in partnership with The James Dyson Foundation
Future of Innovation – EPD Distinguished Lecture Series & Innovation Forum in partnership with The James Dyson Foundation
Ling Chun Kai (National University of Singapore) – Learning and Solving Games in the Presence of Teams
Warut Suksompong (National University of Singapore) – Weighted Fair Division: Additive Preferences and Beyond
ISTD PhD Oral Defense Seminar by Ong Kian Eng – Towards Intelligent Analytics for Smarter Animal Behavioral Analysis
Understanding and analyzing animal behaviors is crucial for gaining profound insights into the health, needs, and overall well-being of the animal. This involves measuring and monitoring factors such as size, growth, poses, and actions. The analysis of animal behavior holds significant importance in a wide range of domains and industries, such as livestock farming, veterinary sciences, scientific research, ecological and conservation studies. […]
