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Greatest papers with code

DRAW: A Recurrent Neural Network For Image Generation

16 Feb 2015ericjang/draw

This paper introduces the Deep Recurrent Attentive Writer (DRAW) neural network architecture for image generation.

Ranked #34 on Image Generation on CIFAR-10 (bits/dimension metric)

FOVEATION IMAGE GENERATION

Foveation for Segmentation of Ultra-High Resolution Images

29 Jul 2020lxasqjc/Foveation-Segmentation

We demonstrate on three publicly available high-resolution image datasets that the foveation module consistently improves segmentation performance over the cases trained with patches of fixed FoV/resolution trade-off.

FOVEATION

CUDA-Optimized real-time rendering of a Foveated Visual System

15 Dec 2020ElianMalkin/foveate_blockwise

The spatially-varying field of the human visual system has recently received a resurgence of interest with the development of virtual reality (VR) and neural networks.

FOVEATION

Optimal visual search based on a model of target detectability in natural images

NeurIPS 2020 rashidis/bio_based_detectability

Finally, the model of target detectability is used in a Bayesian ideal observer model of visual search, and compared to human search performance.

EYE TRACKING FOVEATION

Deep Co-attention based Comparators For Relative Representation Learning in Person Re-identification

30 Apr 2018gitabcworld/ConvArc

Recent effective methods are developed in a pair-wise similarity learning system to detect a fixed set of features from distinct regions which are mapped to their vector embeddings for the distance measuring.

FOVEATION PERSON RE-IDENTIFICATION REPRESENTATION LEARNING