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Found 4 papers, 2 papers with code
NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results
The challenge is composed of two tracks with an emphasis on fidelity and complexity constraints: In Track 1, participants are asked to optimize objective fidelity scores while imposing a low-complexity constraint (i. e. solutions can not exceed a given number of operations).
Diversity-based Trajectory and Goal Selection with Hindsight Experience Replay
We evaluate DTGSH on five challenging robotic manipulation tasks in simulated robot environments, where we show that our method can learn more quickly and reach higher performance than other state-of-the-art approaches on all tasks.
Dynamic Knowledge Distillation With Noise Elimination for RGB-D Salient Object Detection
RGB-D salient object detection (SOD) demonstrates its superiority on detecting in complex environments due to the additional depth information introduced in the data.
Episodic Self-Imitation Learning with Hindsight
The trajectory selection module is shown to prevent the agent learning undesirable hindsight experiences.
