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Workshop
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Object-centric causal representation learning
Amin Mansouri · Jason Hartford · Kartik Ahuja · Yoshua Bengio
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Workshop
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Learning Invariance Manifolds of Visual Sensory Neurons
Luca Baroni · Mohammad Bashiri · Konstantin Willeke · Ján Antolík · Fabian Sinz
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Workshop
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Unsupervised learning of geometrical features from images by explicit group actions enforcement
Francesco Calisto · Luca Bottero · Valerio Pagliarino
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Workshop
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Neuromorphic Visual Scene Understanding with Resonator Networks (in brief)
Alpha Renner · Giacomo Indiveri · Lazar Supic · Andreea Danielescu · Bruno Olshausen · Fritz Sommer · Yulia Sandamirskaya · Edward Frady
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Workshop
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Neural Implicit Style-net: synthesizing shapes in a preferred style exploiting self supervision
Marco Fumero · Hooman Shayani · Aditya Sanghi · Emanuele Rodolà
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Workshop
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Homomorphism AutoEncoder --- Learning Group Structured Representations from Observed Transitions
Hamza Keurti · Hsiao-Ru Pan · Michel Besserve · Benjamin F. Grewe · Bernhard Schölkopf
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Workshop
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Disentangling Images with Lie Group Transformations and Sparse Coding
Ho Yin Chau · Frank Qiu · Yubei Chen · Bruno Olshausen
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Workshop
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Disentangling the Mechanisms Behind Implicit Regularization in SGD
Zachary Novack · Simran Kaur · Tanya Marwah · Saurabh Garg · Zachary Lipton
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Workshop
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Temporal Disentanglement of Representations for Improved Generalisation in Reinforcement Learning
Mhairi Dunion · Trevor McInroe · Kevin Sebastian Luck · Josiah Hanna · Stefano Albrecht
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Workshop
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Uncertainty Disentanglement with Non-stationary Heteroscedastic Gaussian Processes for Active Learning
Zeel B Patel · Nipun Batra · Kevin Murphy
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Workshop
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Unsupervised Controllable Generation with Score-based Diffusion Models: Disentangled Latent Code Guidance
Yeongmin Kim · Dongjun Kim · Hyeonmin Lee · Il-chul Moon
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Workshop
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Towards Disentangling the Roles of Vision & Language in Aesthetic Experience with Multimodal DNNs
Colin Conwell · Christopher Hamblin
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