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Do as your neighbors: Invariant learning through non-parametric neighbourhood matching
ICML Workshop on Spurious Correlations, Invariance and Stability (SCIS @ ICML 2023)
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Do as your neighbors: Invariant learning through non-parametric neighbourhood matching
Learning Diverse Features in Vision Transformers for Improved Generalization
ICML Workshop on Spurious Correlations, Invariance and Stability (SCIS @ ICML 2023)
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Learning Diverse Features in Vision Transformers for Improved Generalization
Spuriosity Didn't Kill the Classifier: Using Invariant Predictions to Harness Spurious Features
Advances in Neural Information Processing Systems (NeurIPS) 2023
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Spuriosity Didn't Kill the Classifier: Using Invariant Predictions to Harness Spurious Features
DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability
International Conference on Learning Representations (ICLR 2023)
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DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability
Env-Aware Anomaly Detection: Ignore Style Changes, Stay True to Content!
NeurIPS Workshop on Distribution Shifts (DistShift @ NeurIPS 2022)
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Env-Aware Anomaly Detection: Ignore Style Changes, Stay True to Content!
Discovering Dynamic Salient Regions with Spatio-Temporal Graph Neural Networks
Advances in Neural Information Processing Systems (NeurIPS) 2021
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Discovering Dynamic Salient Regions with Spatio-Temporal Graph Neural Networks
Recurrent Space Time Graph Neural Networks
Advances in Neural Information Processing Systems (NeurIPS) 2019
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Recurrent Space Time Graph Neural Networks
Mining for Meaning: From Vision to Language Through Multiple Network Consensus
British Machine Vision Conference (BMVC) 2018
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Mining for Meaning: From Vision to Language Through Multiple Network Consensus