Going Further With Winograd Convolutions: Tap-Wise Quantization for Efficient Inference on 4x4 Tiles.
Renzo AndriBeatrice BussolinoAntonio CipollettaLukas CavigelliZhe WangPublished in: MICRO (2022)
Keyphrases
- efficient inference
- probabilistic inference
- conditional random fields
- fully connected
- markov random field
- pairwise
- hidden variables
- human pose estimation
- graph structure
- approximate inference
- markov networks
- exact inference
- graphical models
- information extraction
- random variables
- image segmentation
- computational complexity
- hidden markov models
- structured prediction
- junction tree
- image sequences
- pose estimation
- prior knowledge