Search Results for author: Karianto Leman

Found 4 papers, 1 papers with code

Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay

1 code implementation9 Jan 2022 Kuluhan Binici, Shivam Aggarwal, Nam Trung Pham, Karianto Leman, Tulika Mitra

In particular, we design a Variational Autoencoder (VAE) with a training objective that is customized to learn the synthetic data representations optimally.

Data-free Knowledge Distillation Image Classification +1

Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data

no code implementations11 Aug 2021 Kuluhan Binici, Nam Trung Pham, Tulika Mitra, Karianto Leman

Moreover, the sample generation strategies in some of these methods could result in a mismatch between the synthetic and real data distributions.

Knowledge Distillation Model Compression

Feature-less Stitching of Cylindrical Tunnel

no code implementations27 Jun 2018 Ramanpreet Singh Pahwa, Wei Kiat Leong, Shaohui Foong, Karianto Leman, Minh N. Do

Traditional image stitching algorithms use transforms such as homography to combine different views of a scene.

Image Stitching Position +1

Shadow Optimization from Structured Deep Edge Detection

no code implementations CVPR 2015 Li Shen, Teck Wee Chua, Karianto Leman

In this paper, we present a novel learning-based framework for shadow region recovery from a single image.

Edge Detection Shadow Detection

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