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Greatest papers with code

Predicting Gaze in Egocentric Video by Learning Task-dependent Attention Transition

ECCV 2018 hyf015/egocentric-gaze-prediction

We present a new computational model for gaze prediction in egocentric videos by exploring patterns in temporal shift of gaze fixations (attention transition) that are dependent on egocentric manipulation tasks.

GAZE PREDICTION SALIENCY PREDICTION

Deep Future Gaze: Gaze Anticipation on Egocentric Videos Using Adversarial Networks

CVPR 2017 Mengmi/deepfuturegaze_gan

Through competition with discriminator, the generator progressively improves quality of the future frames and thus anticipates future gaze better.

GAZE PREDICTION

Faster gaze prediction with dense networks and Fisher pruning

Twitter 2018 EkdeepSLubana/OrthoReg

Predicting human fixations from images has recently seen large improvements by leveraging deep representations which were pretrained for object recognition.

GAZE ESTIMATION GAZE PREDICTION KNOWLEDGE DISTILLATION OBJECT RECOGNITION SALIENCY PREDICTION