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Poster
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Thu 9:00 |
Learning to Recombine and Resample Data For Compositional Generalization Ekin Akyürek · Afra Feyza Akyürek · Jacob Andreas |
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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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Thu 1:00 |
Certify or Predict: Boosting Certified Robustness with Compositional Architectures Mark Niklas Müller · Mislav Balunovic · Martin Vechev |
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Poster
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Thu 9:00 |
Meta-Learning of Structured Task Distributions in Humans and Machines Sreejan Kumar · Ishita Dasgupta · Jonathan Cohen · Nathaniel Daw · Thomas L Griffiths |
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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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Wed 9:00 |
Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks Robert Csordas · Sjoerd van Steenkiste · Jürgen Schmidhuber |
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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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Thu 9:00 |
Lifelong Learning of Compositional Structures Jorge Mendez · ERIC EATON |
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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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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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Workshop
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Computing Differential Privacy Guarantees for Heterogeneous Compositions Using FFT Antti Koskela · Antti Honkela |
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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 |