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Haitao Liu

4 accepted papers

2025

AKI360: Enabling Highly Interactive 360-degree Video Streaming by Adaptive Keyframe Interval

ICASSP 2025accepted

360-degree video is a panoramic video technology designed to offer audience an immersive visual experience. In Motion Constrained Tile Set (MCTS)-based streaming schemes, the server only updates Field-Of-View (FOV) coordinates when codec generating keyframes, thus the keyframe interval significantly…

Cited by 0Source ↗Scholar ↗
2025

Peg-in-hole assembly method based on visual reinforcement learning and tactile pose estimation

IROS 2025

When robots replicate human actions in peg-in-hole assembly tasks, such as USB Type-A insertion and removal, the complexity of the process and frequent obstructions from the inner walls make it difficult for robots to handle collisions or avoid jamming. These difficulties contribute to a low success

Cited by 0Source ↗Scholar ↗
2021

Sensorless Human-Robot Collaborative Assembly Considering Load and Friction Compensation

RA-L 2021

The collaboration of humans and robots can combine human flexibility with the efficiency of robots, so that robots can accomplish a variety of complex tasks, such as handling and assembly. However, most robots have poor collaboration capabilities and rely on expensive sensors to obtain the force int

Cited by 33Source ↗Scholar ↗
2018

Generalized Robust Bayesian Committee Machine for Large-scale Gaussian Process Regression

ICML 2018oral

In order to scale standard Gaussian process (GP) regression to large-scale datasets, aggregation models employ factorized training process and then combine predictions from distributed experts. The state-of-the-art aggregation models, however, either provide inconsistent predictions or require time-…