TVSPrune - Pruning Non-discriminative filters via Total Variation separability of intermediate representations without fine tuning.
Chaitanya MurtiTanay NarshanaChiranjib BhattacharyyaPublished in: ICLR (2023)
Keyphrases
- total variation
- fine tuning
- intermediate representations
- image restoration
- denoising
- image denoising
- intermediate representation
- convex optimization
- minimization problems
- high level
- image deblurring
- image processing
- structured learning
- blind deconvolution
- feature extraction
- natural images
- markov random field
- multiresolution
- augmented lagrangian
- noisy images
- edge detection
- semi supervised
- matrix valued
- computer vision