SOTAVerified

Memorization

Papers

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Showing 951–1000 of 1088 papers

TitleStatusHype
Weak and Strong Gradient Directions: Explaining Memorization, Generalization, and Hardness of Examples at Scale—0
State-of-the-Art Augmented NLP Transformer models for direct and single-step retrosynthesisCode1
An Efficient Method of Training Small Models for Regression Problems with Knowledge Distillation—0
Do We Need Zero Training Loss After Achieving Zero Training Error?Code1
Improving Generalization by Controlling Label-Noise Information in Neural Network WeightsCode1
Learning Not to Learn in the Presence of Noisy Labels—0
Self-Attentive Associative MemoryCode1
A Corrective View of Neural Networks: Representation, Memorization and Learning—0
Encoding-based Memory Modules for Recurrent Neural Networks—0
EgoMap: Projective mapping and structured egocentric memory for Deep RL—0
Towards GAN Benchmarks Which Require Generalization—0
Online Memorization of Random Firing Sequences by a Recurrent Neural Network—0
Searching to Exploit Memorization Effect in Learning with Noisy Labels—0
Learning Human Postural Control with Hierarchical Acquisition Functions—0
The Labeling Distribution Matrix (LDM): A Tool for Estimating Machine Learning Algorithm Capacity—0
Variational Recurrent Models for Solving Partially Observable Control TasksCode0
Towards Robust Learning with Different Label Noise DistributionsCode0
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
Generalization through Memorization: Nearest Neighbor Language ModelsCode1
On the Unintended Social Bias of Training Language Generation Models with Data from Local Media—0
Robust Training with Ensemble Consensus—0
Improving the Gating Mechanism of Recurrent Neural NetworksCode0
Overparameterized Neural Networks Implement Associative MemoryCode0
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
Overparameterized Neural Networks Can Implement Associative Memory—0
The Sooner The Better: Investigating Structure of Early Winning Lottery Tickets—0
Assessing Generalization in TD methods for Deep Reinforcement Learning—0
Autoencoder-based Initialization for Recurrent Neural Networks with a Linear Memory—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
Stable Rank Normalization for Improved Generalization in Neural Networks and GANs—0
Suppressing Model Overfitting for Image Super-Resolution Networks—0
Deep ReLU Networks Have Surprisingly Few Activation Patterns—0
DAS3H: Modeling Student Learning and Forgetting for Optimally Scheduling Distributed Practice of SkillsCode0
Lifelong Sequential Modeling with Personalized Memorization for User Response PredictionCode1
Better Generalization with On-the-fly Dataset Denoising—0
Downsampling leads to Image Memorization in Convolutional Autoencoders—0
Investigating CNNs' Learning Representation under label noise—0
Long-Term Vehicle Localization by Recursive Knowledge Distillation—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