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11 Results

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Poster
Tue 14:00 Saliency-Aware Neural Architecture Search
Ramtin Hosseini · Pengtao Xie
Poster
Tue 14:00 SageMix: Saliency-Guided Mixup for Point Clouds
Sanghyeok Lee · Minkyu Jeon · Injae Kim · Yunyang Xiong · Hyunwoo Kim
Poster
Wed 14:00 Look where you look! Saliency-guided Q-networks for generalization in visual Reinforcement Learning
David Bertoin · Adil Zouitine · Mehdi Zouitine · Emmanuel Rachelson
Poster
Thu 14:00 Where do Models go Wrong? Parameter-Space Saliency Maps for Explainability
Roman Levin · Manli Shu · Eitan Borgnia · Furong Huang · Micah Goldblum · Tom Goldstein
Workshop
Sat 10:30 Comparing radiologists' gaze and saliency maps generated by interpretability methods for chest x-rays
Ricardo Bigolin Lanfredi · Ambuj Arora · Trafton Drew · Joyce Schroeder · Tolga Tasdizen
Affinity Workshop
Interactive Video Saliency Prediction: The Stacked ConvLSTM Approach
Natnael Argaw Wondimu · Cedric Buche · Ubbo Visser
Poster
Wed 14:00 MOVE: Unsupervised Movable Object Segmentation and Detection
Adam Bielski · Paolo Favaro
Poster
Structural Pruning via Latency-Saliency Knapsack
Maying Shen · Hongxu Yin · Pavlo Molchanov · Lei Mao · Jianna Liu · Jose M. Alvarez
Poster
Tue 9:00 What You See is What You Classify: Black Box Attributions
Steven Stalder · Nathanael Perraudin · Radhakrishna Achanta · Fernando Perez-Cruz · Michele Volpi
Poster
Tue 14:00 Additive MIL: Intrinsically Interpretable Multiple Instance Learning for Pathology
Syed Ashar Javed · Dinkar Juyal · Harshith Padigela · Amaro Taylor-Weiner · Limin Yu · Aaditya Prakash
Poster
Wed 14:00 New Definitions and Evaluations for Saliency Methods: Staying Intrinsic, Complete and Sound
Arushi Gupta · Nikunj Saunshi · Dingli Yu · Kaifeng Lyu · Sanjeev Arora