| Reintroducing Straight-Through Estimators as Principled Methods for Stochastic Binary Networks
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2021 |
Shekhovtsov, Alexander |
| Investigating the Consistency of Uncertainty Sampling in Deep Active Learning
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2021 |
Penzel, Niklas |
| Sublabel-Accurate Multilabeling Meets Product Label Spaces
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2021 |
Ye, Zhenzhang |
| CAGAN: Text-To-Image Generation with Combined Attention Generative Adversarial Networks
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2021 |
Schulze, Henning |
| Viewpoint-Tolerant Semantic Segmentation for Aerial Logistics
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2021 |
Wang, Shiming |
| Multidirectional Conjugate Gradients for Scalable Bundle Adjustment
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2021 |
Weber, Simon |
| Detecting Slag Formations with Deep Convolutional Neural Networks
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2021 |
von Koch, Christian |
| A New Split for Evaluating True Zero-Shot Action Recognition
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2021 |
Gowda, Shreyank N. |
| Sampling-Free Variational Inference for Neural Networks with Multiplicative Activation Noise
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2021 |
Schmitt, Jannik |
| Fusion-GCN: Multimodal Action Recognition Using Graph Convolutional Networks
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2021 |
Duhme, Michael |
| Video Instance Segmentation with Recurrent Graph Neural Networks
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2021 |
Johnander, Joakim |
| Bias-Variance Tradeoffs in Single-Sample Binary Gradient Estimators
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2021 |
Shekhovtsov, Alexander |
| Hybrid SNN-ANN: Energy-Efficient Classification and Object Detection for Event-Based Vision
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2021 |
Kugele, Alexander |
| Learning robust models using the principle of independent causal mechanisms
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2021 |
Müller, Jens |
| TxT: Crossmodal End-to-End Learning with Transformers
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2021 |
Steitz, Jan-Martin O. |
| Quantifying Uncertainty of Image Labelings Using Assignment Flows
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2021 |
Gonzalez-Alvarado, Daniel |
| T6D-Direct: Transformers for Multi-object 6D Pose Direct Regression
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2021 |
Amini, Arash |
| A Comparative Study of PnP and Learning Approaches to Super-Resolution in a Real-World Setting
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2021 |
Taray, Samim Zahoor |
| Zero-Shot Remote Sensing Image Super-Resolution Based on Image Continuity and Self Tessellations
|
2021 |
Bose, Rupak |
| A Comparative Survey of Geometric Light Source Calibration Methods
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2021 |
Kaisheva, Mariya |
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