Instant-NeRF: Instant On-Device Neural Radiance Field Training via Algorithm-Accelerator Co-Designed Near-Memory Processing.
Yang ZhaoShang WuJingqun ZhangSixu LiChaojian LiYingyan LinPublished in: CoRR (2023)
Keyphrases
- memory requirements
- np hard
- computational cost
- parallel implementation
- optimization algorithm
- dynamic programming
- simulated annealing
- memory usage
- recognition algorithm
- computational complexity
- cost function
- experimental evaluation
- high accuracy
- learning algorithm
- convergence rate
- times faster
- optimal solution
- particle swarm optimization
- detection algorithm
- monte carlo
- k means
- search space
- similarity measure
- training phase
- real time
- worst case
- probabilistic model
- segmentation algorithm
- significant improvement
- matching algorithm
- objective function
- neural model