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2023 |
Marinov, Teodor Vanislavov |
| Differentiable hierarchical and surrogate gradient search for spiking neural networks
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2023 |
Che, Kaiwei |
| On Embeddings for Numerical Features in Tabular Deep Learning
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2023 |
Gorishniy, Yury |
| Improving Zero-Shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions
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2023 |
Mazoure, Bogdan |
| Mask-based Latent Reconstruction for Reinforcement Learning
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2023 |
Yu, Tao |
| One Model to Edit Them All: Free-Form Text-Driven Image Manipulation with Semantic Modulations
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2023 |
Zhu, Yiming |
| LAION-5B: An open large-scale dataset for training next generation image-text models
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2023 |
Schuhmann, Christoph |
| Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems
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2023 |
Deng, Yanchen |
| Benchopt: Reproducible, efficient and collaborative optimization benchmarks
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2023 |
Moreau, Thomas |
| Neural Payoff Machines: Predicting Fair and Stable Payoff Allocations Among Team Members
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2023 |
Cornelisse, Daphne |
| Learning Recourse on Instance Environment to Enhance Prediction Accuracy
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2023 |
N, Lokesh |
| Finding Correlated Equilibrium of Constrained Markov Game: A Primal-Dual Approach
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2023 |
Chen, Ziyi |
| Improved Utility Analysis of Private CountSketch
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2023 |
Pagh, Rasmus |
| Asymptotics of ℓ2 Regularized Network Embeddings
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2023 |
Davison, Andrew |
| Debiasing Graph Neural Networks via Learning Disentangled Causal Substructure
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2023 |
Fan, Shaohua |
| MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction
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2023 |
Yu, Zehao |
| OpenAUC: Towards AUC-Oriented Open-Set Recognition
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2023 |
Wang, Zitai |
| Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT
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2023 |
Akcora, Cuneyt G |
| Luckiness in Multiscale Online Learning
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2023 |
Koolen, Wouter M |
| Deep Active Learning by Leveraging Training Dynamics
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2023 |
Wang, Haonan |
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