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Found 6 papers, 2 papers with code
EventAug: Multifaceted Spatio-Temporal Data Augmentation Methods for Event-based Learning
The event camera has demonstrated significant success across a wide range of areas due to its low time latency and high dynamic range.
Fight Fire with Fire: Combating Adversarial Patch Attacks using Pattern-randomized Defensive Patches
Object detection has found extensive applications in various tasks, but it is also susceptible to adversarial patch attacks.
Dual-Directed Algorithm Design for Efficient Pure Exploration
These optimality conditions enable the extension of the top-two algorithm design principle to more general pure-exploration problems.
Transfer Learning with Partially Observable Offline Data via Causal Bounds
Transfer learning has emerged as an effective approach to accelerate learning by integrating knowledge from related source agents.
Stochastic Compositional Optimization with Compositional Constraints
Stochastic compositional optimization (SCO) has attracted considerable attention because of its broad applicability to important real-world problems.
Information-Directed Selection for Top-Two Algorithms
We consider the best-k-arm identification problem for multi-armed bandits, where the objective is to select the exact set of k arms with the highest mean rewards by sequentially allocating measurement effort.
