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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Problems
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…
Papers