RankSearch: An Automatic Rank Search Towards Optimal Tensor Compression for Video LSTM Networks on Edge.
Changhai ManCheng ChangChenchen DingAo ShenHongwei RenZiyi GuanYuan ChengShaobo LuoRumin ZhangNgai WongHao YuPublished in: DATE (2023)
Keyphrases
- search algorithm
- search space
- exhaustive search
- real time
- video search
- video content
- video sequences
- dynamic programming
- video streams
- compression algorithm
- data compression
- video analysis
- image processing
- social networks
- search queries
- video frames
- jpeg images
- higher order
- optimal solution
- multimedia
- image quality
- recurrent neural networks
- information retrieval systems
- dimensionality reduction
- edge detection
- magnetic resonance images
- video shots
- descending order