Research
I am broadly interested in scene understanding. That is using visual cues to infer properites of objects and scenes.
|
|
Transient Neural Radiance Fields for Lidar View Synthesis and 3D Reconstruction
Anagh Malik, Parsa Mirdehghan, Sotiris Nousias, Kiriakos N. Kutulakos, David B. Lindell
NeurIPS, 2023   (Spotlight)
project page
/
video
/
arXiv
We introduce a method to do novel view lidar synthesis, allowing sparse view scene reconstruction.
|
|
Exploring Neural Representations for Self-Supervised Segmentation
Anagh Malik
Master's Thesis, 2022
We develop a method for self-supervised segmentation through agreement and self-distillation.
|
|
SegDIP: The Unreasonable Effectiveness of Randomly-Initialized CNNs for Interactive Segmentation
Anagh Malik, Shuaifeng Zhi, Marwan Taher, Ronald Clark, Andrew Davison
2021
We train an encoder-decoder network to map from xy-coordinates to RGB values and semantic classes, allowing real-time segmentation of an image.
|
|
Strategies for the Iterated Prisoner’s Dilemma
Anagh Malik
arXiv, 2020
We explore Zero-Determinant strategies for the Iterated Priosner's Dilemma, pointing out flaws in the current literature.
|
|