27 citations · 27 across the 4 of their papers we have counts for
4 papers
Multi-View Unsupervised Image Generation with Cross Attention Guidance
Llukman Cerkezi, Aram Davtyan, Sepehr Sameni +1
The growing interest in novel view synthesis, driven by Neural Radiance Field (NeRF) models, is hindered by scalability issues due to their reliance on precisely annotated multi-vi…
Sparse 3D Reconstruction via Object-Centric Ray Sampling
Llukman Cerkezi, Paolo Favaro
We propose a novel method for 3D object reconstruction from a sparse set of views captured from a 360-degree calibrated camera rig. We represent the object surface through a hybrid…
KOALA: A Kalman Optimization Algorithm with Loss Adaptivity
Aram Davtyan, Sepehr Sameni, Llukman Cerkezi +3
Optimization is often cast as a deterministic problem, where the solution is found through some iterative procedure such as gradient descent. However, when training neural networks…
TDIOT: Target-driven Inference for Deep Video Object Tracking
Filiz Gurkan, Llukman Cerkezi, Ozgun Cirakman +1
Recent tracking-by-detection approaches use deep object detectors as target detection baseline, because of their high performance on still images. For effective video object tracki…