30 citations · 91 across the 44 of their papers we have counts for
3 papers · 2 filters
Few-shot Class-incremental Learning for 3D Point Cloud Objects
Townim Chowdhury, Ali Cheraghian, Sameera Ramasinghe +3
Few-shot class-incremental learning (FSCIL) aims to incrementally fine-tune a model (trained on base classes) for a novel set of classes using a few examples without forgetting the…
Trading Positional Complexity vs. Deepness in Coordinate Networks
Jianqiao Zheng, Sameera Ramasinghe, Xueqian Li +1
It is well noted that coordinate-based MLPs benefit -- in terms of preserving high-frequency information -- through the encoding of coordinate positions as an array of Fourier feat…
GARF: Gaussian Activated Radiance Fields for High Fidelity Reconstruction and Pose Estimation
Shin-Fang Chng, Sameera Ramasinghe, Jamie Sherrah +1
Despite Neural Radiance Fields (NeRF) showing compelling results in photorealistic novel views synthesis of real-world scenes, most existing approaches require accurate prior camer…