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Poster
Mon 9:00 The role of Disentanglement in Generalisation
Milton Montero · Casimir JH Ludwig · Rui Ponte Costa · Gaurav Malhotra · Jeffrey Bowers
Poster
Mon 9:00 Using latent space regression to analyze and leverage compositionality in GANs
Lucy Chai · Jonas Wulff · Phillip Isola
Poster
Thu 1:00 Certify or Predict: Boosting Certified Robustness with Compositional Architectures
Mark Niklas Mueller · Mislav Balunovic · Martin Vechev
Workshop
Fast Inference and Transfer of Compositional Task Structure for Few-shot Task Generalization
Sungryull Sohn · Hyunjae Woo · Jongwook Choi · Izzeddin Gur · Aleksandra Faust · Honglak Lee
Oral
Tue 11:00 Iterated learning for emergent systematicity in VQA
Ankit Vani · Max Schwarzer · Yuchen Lu · Eeshan Dhekane · Aaron Courville
Poster
Wed 17:00 Revisiting Dynamic Convolution via Matrix Decomposition
Yunsheng Li · Yinpeng Chen · Xiyang Dai · mengchen liu · Dongdong Chen · Ye Yu · Lu Yuan · Zicheng Liu · Mei Chen · Nuno Vasconcelos
Poster
Wed 9:00 Iterated learning for emergent systematicity in VQA
Ankit Vani · Max Schwarzer · Yuchen Lu · Eeshan Dhekane · Aaron Courville
Poster
Wed 1:00 Auxiliary Task Update Decomposition: The Good, the Bad and the Neutral
Lucio Dery · Yann Dauphin · David Grangier
Poster
Mon 1:00 Solving Compositional Reinforcement Learning Problems via Task Reduction
Yunfei Li · Yilin Wu · Huazhe Xu · Xiaolong Wang · Yi Wu
Poster
Tue 1:00 Deep Repulsive Clustering of Ordered Data Based on Order-Identity Decomposition
Seon-Ho Lee · Chang-Su Kim
Poster
Wed 1:00 Learning Task Decomposition with Ordered Memory Policy Network
Yuchen Lu · Yikang Shen · Siyuan Zhou · Aaron Courville · Joshua B Tenenbaum · Chuang Gan
Poster
Wed 17:00 Is Attention Better Than Matrix Decomposition?
Zhengyang Geng · Meng-Hao Guo · Hongxu None Chen · Xia Li · Ke Wei · Zhouchen Lin