Statistical Artificial Intelligence Lab@KAIST

Artificial Intelligence and Machine Learning Research ⛵️

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[New paper] A paper is accepted at DAC 2015 (February 2015)

New Machine Learning Algorithm that Monitors Memory Behaviors for Secure Embedded Systems! Paper, Memory Heat Map: Anomaly Detection in Real-Time Embedded Systems Using Memory Behavior, by Man-Ki Yoon, Sibin Mohan, Jaesik Choi and Lui Sha is accepted Design Automation Conference (DAC 2015)*. This research is… Continue Reading →

[New Grant] The first industrial collaboration with Doosan Heavy Industry (January 2015)

We’ve started a two month-long pilot project with Doosan Heavy Industry and Construction (world-leading power plant builder). This is our first industrial research collaboration.

[New Interns] New undergraduate interns (January 2015)

Janghoon Ju and Subin Lee (the first female PAI-Lab member) join our lab as an undergraduate intern! (January 2015)

[New Paper] A paper is accepted at SDM-2015 (December 2014)

New Learning Compressive Sensing models! Paper, Learning Compressive Sensing Models for Big Spatio-Temporal Data by Dongeun Lee and Jaesik Choi is accepted at 2015 SIAM International Conference on Data Mining (SDM 2015). (December 2014)

Introduction to PAI-Lab@UNIST

                  http://goo.gl/L4chig

[New Paper] A paper is accepted in AAAI-2015 (November 2014)

The first paper (in the literature) on learning parameters in relational continuous probabilistic models! Paper, “Learning Relational Kalman Filtering” by Jaesik Choi, Eyal Amir, Tianfan Xu and Albert Valocchi is accepted at AAAI-2015 Conference. (November 2014)

[New Paper] A paper is accepted at IEEE Signal Processing Letters (November 2014)

A face detection algorithm robust on signal noises.Paper, “Semi-Local Structure Patterns for Robust Face Detection” by Kyungjoong Jeong, Jaesik Choiand Gil-Jin Jang is accepted IEEE Signal Processing Letters. (November 2014)

[Invited Speakers] Two excellent Invited Speakers (November 2014)

We are pleased to host excellent invited speakers in November 2014! [ECE Colloquium] Prof. Sung-Hyon Myaeng from KAIST presents “A Step towards a Social Machine: Experience Mining and Topic-Based Community Detection”. Prof. Myaeng is the department chair of Web Science and… Continue Reading →

[Invited Speakers] Four excellent invited speakers (October 2014)

We thank for the exciting talks from excellent invited speakers in October 2014! [ECE Colloquium] Prof. Seungjin Choi from POSTECH presents “Learning with Multi-Modal Data” (flyer) [Sillicon Valley Connections Seminar Series] Ikkjin Ahn (CEO of Moloco and previously engineering manager… Continue Reading →

The first demo of Baxter Robot (October 2014)

We are pleased to release a demo of our Baxter Research Robot which writes “UNIST ECE” on the board. Phuong Hoang keeps working on improving the writing.

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