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