Benchmarks
Datasets
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.
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.
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