no code implementations • 6 Apr 2024 • Siyuan Tian, Hao Wang, Yiren Rong, Junhao Wang, Renjie Dai, Zhengxiao He
Modern displays nowadays possess the capability to render video content with a high dynamic range (HDR) and an extensive color gamut . However, the majority of available resources are still in standard dynamic range (SDR).
no code implementations • 12 Oct 2023 • Charles C. Onu, Samantha Latremouille, Arsenii Gorin, Junhao Wang, Innocent Udeogu, Uchenna Ekwochi, Peter O. Ubuane, Omolara A. Kehinde, Muhammad A. Salisu, Datonye Briggs, Yoshua Bengio, Doina Precup
Since the 1960s, neonatal clinicians have known that newborns suffering from certain neurological conditions exhibit altered crying patterns such as the high-pitched cry in birth asphyxia.
no code implementations • 13 Jun 2023 • Shaoang Li, Lan Zhang, Junhao Wang, Xiang-Yang Li
We establish the tight worst-case regret lower bound of $\Omega \left( (TB)^{\alpha} K^{1-\alpha}\right), \alpha = 2^{B} / (2^{B+1}-1)$ for any algorithm with a time horizon $T$, number of arms $K$, and number of passes $B$.
no code implementations • 2 May 2023 • Arsenii Gorin, Cem Subakan, Sajjad Abdoli, Junhao Wang, Samantha Latremouille, Charles Onu
In this paper, we explore self-supervised learning (SSL) for analyzing a first-of-its-kind database of cry recordings containing clinical indications of more than a thousand newborns.
no code implementations • 20 Feb 2020 • David Venuto, Jhelum Chakravorty, Leonard Boussioux, Junhao Wang, Gavin McCracken, Doina Precup
Explicit engineering of reward functions for given environments has been a major hindrance to reinforcement learning methods.
no code implementations • 26 Nov 2019 • Yinheng Li, Junhao Wang, Yijie Cao
Portfolio management is the art and science in fiance that concerns continuous reallocation of funds and assets across financial instruments to meet the desired returns to risk profile.
no code implementations • 16 Oct 2019 • Junhao Wang, Sacha Levy, Ren Wang, Aayushi Kulshrestha, Reihaneh Rabbany
Recent events have led to a burgeoning awareness on the misuse of social media sites to affect political events, sway public opinion, and confuse the voters.
1 code implementation • 24 Sep 2019 • David Venuto, Leonard Boussioux, Junhao Wang, Rola Dali, Jhelum Chakravorty, Yoshua Bengio, Doina Precup
We define avoidance learning as the process of optimizing the agent's reward while avoiding dangerous behaviors given by a demonstrator.
no code implementations • 16 Jun 2019 • Junhao Wang, Renhao Wang, Aayushi Kulshrestha, Reihaneh Rabbany
Social media sites are becoming a key factor in politics.
1 code implementation • 21 Mar 2019 • Devon Graham, Junhao Wang, Siamak Ravanbakhsh
In this paper, we propose the Equivariant Entity-Relationship Network (EERN), which is a Multilayer Perceptron equivariant to the symmetry transformations of the Entity-Relationship model.