Instant-NeRF: Instant On-Device Neural Radiance Field Training via Algorithm-Accelerator Co-Designed Near-Memory Processing.
Yang Katie ZhaoShang WuJingqun ZhangSixu LiChaojian LiYingyan Celine LinPublished in: DAC (2023)
Keyphrases
- parallel implementation
- dynamic programming
- computational complexity
- experimental evaluation
- real time
- optimal solution
- preprocessing
- classification algorithm
- detection algorithm
- information processing
- memory requirements
- high accuracy
- k means
- cost function
- significant improvement
- training algorithm
- search space
- artificial neural networks
- segmentation algorithm
- neural network
- memory usage
- convergence rate
- times faster
- external memory
- monte carlo
- expectation maximization
- simulated annealing
- worst case
- computational cost
- np hard
- objective function