conftrace_

factor of variation

10 papers

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Co-occurring keywords · papers mentioning both

representation learning (6) disentangled representation (5) weakly supervised learning (2) independent component analysis (2) attribute transfer (1) feature chunk (1) recognition model (1) equivariant map (1) causal generative process (1) nonlinear identifiability (1)

Papers

A Category-theoretical Meta-analysis of Definitions of Disentanglement ICML 2023 DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability ICLR 2023 ImageNet-X: Understanding Model Mistakes with Factor of Variation Annotations ICLR 2023 Learning ABCs: Approximate Bijective Correspondence for Isolating Factors of Variation With Weak Supervision CVPR 2022 On Causally Disentangled Representations AAAI 2022 Towards efficient representation identification in supervised learning CLeaR 2022 Representation Learning Through Latent Canonicalizations WACV 2021 Weakly Supervised Disentanglement with Guarantees ICLR 2020 Weakly-Supervised Disentanglement Without Compromises ICML 2020 Disentangling Factors of Variation by Mixing Them CVPR 2018