SOTAVerified

Memorization

Papers

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Showing 976–1000 of 1088 papers

TitleStatusHype
Meta-Learning without MemorizationCode0
Semantic Mask for Transformer based End-to-End Speech RecognitionCode0
Neural Networks Learning and Memorization with (almost) no Over-Parameterization—0
Neural Network Memorization Dissection—0
Searching to Exploit Memorization Effect in Learning from Corrupted LabelsCode0
On the Unintended Social Bias of Training Language Generation Models with Data from Local Media—0
Improving the Gating Mechanism of Recurrent Neural NetworksCode0
Robust Training with Ensemble Consensus—0
Overparameterized Neural Networks Implement Associative MemoryCode0
Overparameterized Neural Networks Can Implement Associative Memory—0
A Simple Approach to the Noisy Label Problem Through the Gambler's Loss—0
On the Unintended Social Bias of Training Language Generation Models with News Articles—0
Assessing Generalization in TD methods for Deep Reinforcement Learning—0
Autoencoder-based Initialization for Recurrent Neural Networks with a Linear Memory—0
The Sooner The Better: Investigating Structure of Early Winning Lottery Tickets—0
Fault-Diagnosing SLAM for Varying Scale Change Detection—0
Span Selection Pre-training for Question AnsweringCode0
Learning sparsity in reservoir computing through a novel bio-inspired algorithm—0
Circuit-Based Intrinsic Methods to Detect Overfitting—0
Stolen Memories: Leveraging Model Memorization for Calibrated White-Box Membership Inference—0
On the Role of Geometry in Geo-Localization—0
Does Learning Require Memorization? A Short Tale about a Long Tail—0
Decoupling Gating from Linearity—0
Suppressing Model Overfitting for Image Super-Resolution Networks—0
Stable Rank Normalization for Improved Generalization in Neural Networks and GANs—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM-540B (few-shot, k=5)Accuracy95.4—Unverified
2Gopher-280B (few-shot, k=5)Accuracy80—Unverified
3PaLM-62B (few-shot, k=5)Accuracy77.7—Unverified