2 citations · 2 across the 3 of their papers we have counts for
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RenDetNet: Weakly-supervised Shadow Detection with Shadow Caster Verification
Nikolina Kubiak, Elliot Wortman, Armin Mustafa +3
Existing shadow detection models struggle to differentiate dark image areas from shadows. In this paper, we tackle this issue by verifying that all detected shadows are real, i.e.…
S3R-Net: A Single-Stage Approach to Self-Supervised Shadow Removal
Nikolina Kubiak, Armin Mustafa, Graeme Phillipson +2
In this paper we present S3R-Net, the Self-Supervised Shadow Removal Network. The two-branch WGAN model achieves self-supervision relying on the unify-and-adaptphenomenon - it unif…
TACTIC: Joint Rate-Distortion-Accuracy Optimisation for Low Bitrate Compression
Nikolina Kubiak, Simon Hadfield
We present TACTIC: Task-Aware Compression Through Intelligent Coding. Our lossy compression model learns based on the rate-distortion-accuracy trade-off for a specific task. By con…