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Sindy Lwe
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Year
Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders
P Bergmann, S Lwe, M Fauser, D Sattlegger, C Steger
VISAPP 2019, 2019
6142019
Putting an End to End-to-End: Gradient-Isolated Learning of Representations
S Lwe, P O'Connor, B Veeling
NeurIPS 2019 (Honorable Mention for the Outstanding New Directions Paper Award), 2019
1332019
Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data
S Lwe, D Madras, R Zemel, M Welling
CLeaR 2022, 2022
1282022
CITRIS: Causal Identifiability from Temporal Intervened Sequences
P Lippe, S Magliacane, S Lwe, YM Asano, T Cohen, S Gavves
ICML 2022, 2022
732022
Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems
P Lippe, S Magliacane, S Lwe, YM Asano, T Cohen, E Gavves
ICLR 2023, 2023
41*2023
Complex-Valued Autoencoders for Object Discovery
S Lwe, P Lippe, M Rudolph, M Welling
TMLR 2022, 2022
242022
Learning Object-Centric Video Models by Contrasting Sets
S Lwe, K Greff, R Jonschkowski, A Dosovitskiy, T Kipf
NeurIPS 2020 Workshop on Object Representations for Learning and Reasoning, 2020
142020
BISCUIT: Causal Representation Learning from Binary Interactions
P Lippe, S Magliacane, S Lwe, YM Asano, T Cohen, E Gavves
UAI 2023 (Spotlight), 2023
132023
Contrastive Predictive Coding for Anomaly Detection
P de Haan, S Lwe
ICML 2021 Workshop on Uncertainty and Robustness in Deep Learning, 2021
112021
Intervention Design for Causal Representation Learning
P Lippe, S Magliacane, S Lwe, YM Asano, T Cohen, E Gavves
UAI 2022 Workshop on Causal Representation Learning, 2022
82022
Rotating Features for Object Discovery
S Lwe, P Lippe, F Locatello, M Welling
NeurIPS 2023 (Oral), 2023
42023
Visual Backward Masking in Rats: A Behavioral Task for Studying the Neural Mechanisms of Visual Awareness
M Watanabe, NK Totah, K Kaiser, S Lwe, NK Logothetis
Neuroscience 2014, 2014
32014
Behavioral and Neural Effects of Visual Masking and Optogenetic V1 Suppression in Mice
M Watanabe, S Lwe, A Vaiceliunaite, NK Logothetis, S Katzner, L Busse
Neuroscience 2015, 2015
22015
Binding Dynamics in Rotating Features
S Lwe, F Locatello, M Welling
ICLR 2024 Workshop: Bridging the Gap Between Practice and Theory in Deep…, 2024
2024
Image segmentation with traveling waves in an exactly solvable recurrent neural network
LHB Liboni, RC Budzinski, AN Busch, S Lwe, TA Keller, M Welling, ...
arXiv preprint arXiv:2311.16943, 2023
2023
Temporal Predictability of Visual Target Onset by Audition Leads to Decrease in Evoked Neural Activity in Mouse V1
S Lwe, M Watanabe, NK Logothetis, L Busse, S Katzner
Neuroscience 2015, 2015
2015
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Articles 1–16