Continual Learning Activation Function
We propose the problem of designing a dynamic, continuously-adaptive activation function that embeds continual-learning inductive biases directly into neuron nonlinearity. The targ…
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Optimal dataset selection for importance weighted least squares
Given unlabeled sample, how to detect the optimal datasetet in the internet used to apply importance weighted least squares?
problemFeb 28, 2026Survey / SOTA Reviewvision · robotics
Research problem 27: Systems systems
This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts.
problemFeb 25, 2026Open Questionrl · vision
Research problem 24: Optimization systems
This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts. This study explores automated research pipelines with rigo…
problemFeb 22, 2026Benchmark / Challengesystems · rl
Research problem 21: Reasoning systems
This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts.
problemFeb 19, 2026Replication Studyrobotics · systems
Research problem 18: Theory systems
This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts.
problemFeb 16, 2026Survey / SOTA Reviewvision · robotics
Research problem 15: Robotics systems
This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts.
Research problem 12: Reasoning systems
This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts. This study explores automated research pipelines with rigo…