Controllable and Compositional Generation with Latent-Space Energy-Based Models
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2022 |
Nie, Weili |
Nonsmooth Implicit Differentiation for Machine-Learning and Optimization
|
2022 |
Bolte, Jérôme |
Heuristic-Guided Reinforcement Learning
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2022 |
Cheng, Ching-An |
Statistical Undecidability in Linear, Non-Gaussian Causal Models in the Presence of Latent Confounders
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2022 |
Genin, Konstantin |
Revisiting Smoothed Online Learning
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2022 |
Zhang, Lijun |
Provable Benefits of Actor-Critic Methods for Offline Reinforcement Learning
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2022 |
Zanette, Andrea |
Test-time Collective Prediction
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2022 |
Mendler-Dünner, Celestine |
Implicit Semantic Response Alignment for Partial Domain Adaptation
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2022 |
Xiao, Wenxiao |
Towards Biologically Plausible Convolutional Networks
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2022 |
Pogodin, Roman |
PortaSpeech: Portable and High-Quality Generative Text-to-Speech
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2022 |
Ren, Yi |
CLIP-It! Language-Guided Video Summarization
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2022 |
Narasimhan, Medhini |
Generalized DataWeighting via Class-Level Gradient Manipulation
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2022 |
Chen, Can |
Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge Distillation
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2022 |
Qin, Can |
Posterior Meta-Replay for Continual Learning
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2022 |
Henning, Christian |
Attention Bottlenecks for Multimodal Fusion
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2022 |
Nagrani, Arsha |
On the Convergence of Step Decay Step-Size for Stochastic Optimization
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2022 |
Wang, Xiaoyu |
Fair Clustering Under a Bounded Cost
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2022 |
Esmaeili, Seyed |
Marginalised Gaussian Processes with Nested Sampling
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2022 |
Simpson, Fergus |
Tree in Tree: from Decision Trees to Decision Graphs
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2022 |
Zhu, Bingzhao |
Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random Features
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2022 |
McDonald, Thomas |