Scientist (Communications & Networks), I2r

**his/her responsibilities**: Play a leadership role in the 6G research; - Singapore prioritized area(s); - Contribute to elevate leadership position in the related areas for I2R, A*STAR, and - Singapore communications and networks, with proven track record in research outputs and outcomes.

The research scientist will be working with a team to carry out basic research in trustworthy formal methods. The topics of interest under this project include trustworthy automated reasoning, verification of randomized algorithms, compiler verification, and control/hybrid systems verification. KEY RESPONSIBILITIES **Research and Development**: To carry out...

Job Description A Research Scientist position is available immediately at the Institute for Infocomm Research approaches, including drift detection, sample selection and continual/online learning. **machine learning background**: continual leanring, online learning, anomaly detection, curriculum learning, meta-learning, Unsupervised learning, Bayesian...

Researchers must be willing to work on multi-disciplinary research projects at the intersection of computational neuroscience and AI. This includes designing human behavioral experiments and collecting human responses, alongside developing computational models of cognitive functions. ? **Requirements**: 1. Ph.D degree in computer science/engineering,...

Research Scientist (Metabolic Engineering Research Lab) We are seeking a highly driven research scientist to be part of a multi-disciplinary team involved in discovery of enzymes involved in biosynthesis of modified nucleotides and nucleic acids. **The research scientist will**: - Discover biosynthetic pathways for noncanonical nucleotides and DNA...

**Requirements**: 1. Have at least 1 publication (1st, 2nd, or 3rd authors) in ICLR, CVPR, ICCV, AAAI, ICML, NeurIPS, TPAMI, IJCV, IJCAI, WACV, ECCV, EMNLP **2. Exposure in at least 9 of the following**: Multi-agent Reinforcement learning, deep reinforcement learning, Convolution Neural Nets, Hebbian learning, vision transformer, continual learning, scene...

At A*STAR, we make it our mission to attract and develop a diversity of talent along the research, innovation, and enterprise value chain, with career paths developed for scientists, engineers, and entrepreneurs. In return, we commit to investing in the personal and professional growth of each of our officers. CFAR has a team of exemplary AI researchers...

**Project Description**: Training deep learning (DL) models on multiple heterogeneous tasks is one of the main steps in the direction of offering robust and generalizable AI solutions. We are seeking a postdoctoral research fellow to participate in an exciting collaboration between the Bioinformatics Institute (BII), the Institute for Infocomm Research (I2R)...

At A*STAR, we make it our mission to attract and develop a diversity of talent along the research, innovation, and enterprise value chain, with career paths developed for scientists, engineers, and entrepreneurs. In return, we commit to investing in the personal and professional growth of each of our officers. CFAR has a team of exemplary AI researchers...

**Responsibilities**: Conduct fundamental research on foundation models to understand their capabilities, such as optimization, approximation, and generalization Publish impactful scientific results in top-tier machine learning and AI conferences or journals, such as NeurIPS, ICML, ICLR, AISTATS, AAAI, IJCAI, JMLR, and AoS, in collaboration with scientists...