Projects

Context-aware automatic video screen manipulation using trajectory tracking

Manipulating Youtube interface (rotate, zoom, relay from smartphone to laptop) using user head location & orientation. Implemented head tracking using Arduino & bluetooth connection between laptop, smartphone, and Arduino

Context-aware automatic video screen manipulation using trajectory tracking

DeltaCNN: Efficient processing of CNN inference for continuous mobile vision

Fast calculation of convolutional layers in continuous video streams using the fact that the video scene does not change significantly

DeltaCNN: Efficient processing of CNN inference for continuous mobile vision

GraspTraker: Tracking smartphone grab posture with inaudible sound

Detecting smartphone grasp posture using inaudible sound and FMCW modulation

Rocket Recycling with Reinforcement Learning

Hovering & landing task with soft actor critic & curiosity-driven experience replay

Rocket Recycling with Reinforcement Learning

SPADE-based Line Art Colorization

SPADE-based model that colorizes a given line art image using a hint image

SPADE-based Line Art Colorization

Validating Labeling Functions in Domain Shift

Domain shift detection using programmatic weak supervision

Will Overly Polite Sentences Harm Model Performance? Adversarial Pragmatic Perturbation for NLP

Adversarial attack on LLM model with tone perturbation and its defense

Will Overly Polite Sentences Harm Model Performance? Adversarial Pragmatic Perturbation for NLP