Gen-NeRF: Efficient and Generalizable Neural Radiance Fields via Algorithm-Hardware Co-Design.
Yonggan FuZhifan YeJiayi YuanShunyao ZhangSixu LiHaoran YouYingyan LinPublished in: ISCA (2023)
Keyphrases
- experimental evaluation
- learning algorithm
- hardware implementation
- computationally efficient
- search space
- high accuracy
- high efficiency
- convergence rate
- objective function
- matching algorithm
- optimization algorithm
- detection algorithm
- simulated annealing
- input data
- preprocessing
- vlsi implementation
- real time
- expectation maximization
- neural network
- single pass
- low cost
- computational cost
- dynamic programming
- cost function
- k means
- computer vision
- probabilistic model
- image processing
- parallel implementation
- decision trees
- highly efficient
- similarity measure
- reinforcement learning
- data structure
- tree structure
- clustering method
- computational complexity
- theoretical analysis
- significant improvement
- np hard