Towards Unbiased Visual Emotion Recognition via Causal Intervention

Author:

Chen Yuedong1,Yang Xu2,Cham Tat-Jen3,Cai Jianfei1

Affiliation:

1. Monash University, Melbourne, VIC, Australia

2. Southeast University, Nanjing, China

3. Nanyang Technological University, Singapore, Singapore

Publisher

ACM

Reference59 articles.

1. Recognizing Emotions from Abstract Paintings Using Non-Linear Matrix Completion

2. Mohsan Alvi , Andrew Zisserman , and Christoffer Nellåker . 2018 . Turning a blind eye: Explicit removal of biases and variation from deep neural network embeddings . In Eur. Conf. Comput. Vis. 0--0. Mohsan Alvi, Andrew Zisserman, and Christoffer Nellåker. 2018. Turning a blind eye: Explicit removal of biases and variation from deep neural network embeddings. In Eur. Conf. Comput. Vis. 0--0.

3. Yoshua Bengio , Tristan Deleu , Nasim Rahaman , Rosemary Ke , Sébastien Lachapelle , Olexa Bilaniuk , Anirudh Goyal , and Christopher Pal . 2020 . A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms . In Int. Conf. Learn. Represent. https://openreview.net/forum?id=ryxWIgBFPS Yoshua Bengio, Tristan Deleu, Nasim Rahaman, Rosemary Ke, Sébastien Lachapelle, Olexa Bilaniuk, Anirudh Goyal, and Christopher Pal. 2020. A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms. In Int. Conf. Learn. Represent. https://openreview.net/forum?id=ryxWIgBFPS

4. Michel Besserve , Arash Mehrjou , Rémy Sun , and Bernhard Schölkopf . 2020 . Counterfactuals uncover the modular structure of deep generative models . In Int. Conf. Learn. Represent. https://openreview.net/forum?id=SJxDDpEKvH Michel Besserve, Arash Mehrjou, Rémy Sun, and Bernhard Schölkopf. 2020. Counterfactuals uncover the modular structure of deep generative models. In Int. Conf. Learn. Represent. https://openreview.net/forum?id=SJxDDpEKvH

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