SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 951–1000 of 1088 papers

TitleStatusHype
Using Wavelets and Spectral Methods to Study Patterns in Image-Classification DatasetsCode0
Understanding Unintended Memorization in Federated Learning—0
Network size and weights size for memorization with two-layers neural networks—0
Assessing Intelligence in Artificial Neural Networks—0
Efficient Computation Reduction in Bayesian Neural Networks Through Feature Decomposition and Memorization—0
Rethink the Connections among Generalization, Memorization and the Spectral Bias of DNNsCode0
A Wearable Social Interaction Aid for Children with Autism—0
Do sequence-to-sequence VAEs learn global features of sentences?—0
Mehler's Formula, Branching Process, and Compositional Kernels of Deep Neural Networks—0
Volumization as a Natural Generalization of Weight Decay—0
Robust and On-the-fly Dataset Denoising for Image Classification—0
Learn to Forget: Machine Unlearning via Neuron Masking—0
Weak and Strong Gradient Directions: Explaining Memorization, Generalization, and Hardness of Examples at Scale—0
An Efficient Method of Training Small Models for Regression Problems with Knowledge Distillation—0
Learning Not to Learn in the Presence of Noisy Labels—0
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
Learning Human Postural Control with Hierarchical Acquisition Functions—0
Searching to Exploit Memorization Effect in Learning with Noisy Labels—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
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