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Search results for pytorch generalization
generalization
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pytorch
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10 search results found
Pomdp Baselines
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224
Simple (but often Strong) Baselines for POMDPs in PyTorch (ICML 2022)
Dir Gnn
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86
Official code of "Discovering Invariant Rationales for Graph Neural Networks" (ICLR 2022)
Transformer_generalization
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65
The official repository for our paper "The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers". We significantly improve the systematic generalization of transformer models on a variety of datasets using simple tricks and careful considerations.
Recurrent Independent Mechanisms
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53
Implementation of the paper Recurrent Independent Mechanisms (https://arxiv.org/pdf/1909.10893.pdf)
Disc
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27
Official code of "Discover and Cure: Concept-aware Mitigation of Spurious Correlation" (ICML 2023)
Disent And Gen
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20
Code for the article: The Role of Disentanglement in Generalisation (ICLR, 2021).
Pinthememory
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19
Pin the Memory (CVPR 2022): Official Project Webpage
Modules
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13
The official repository for our paper "Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks". We develop a method for analyzing emerging functional modularity in neural networks based on differentiable weight masks and use it to point out important issues in current-day neural networks.
Characterizing_generalization_in_deepmetriclearning
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11
Implementation and Benchmark Splits to study Out-of-Distribution Generalization in Deep Metric Learning.
Ndr
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5
The official repository for our paper "The Neural Data Router: Adaptive Control Flow in Transformers Improves Systematic Generalization".
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