Some techniques for optimizing memory usage in React Native include using profiling tools to identify memory leaks and inefficient memory usage patterns, using garbage collection and memory pooling to manage memory more effectively, and limiting the use of global variables and large data structures to reduce memory overhead and improve app performance.