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Memorization

Papers

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Showing 901–950 of 1088 papers

TitleStatusHype
Multi-Objective Interpolation Training for Robustness to Label NoiseCode1
Modifying Memories in Transformer Models—0
A Bayesian Nonparametrics View into Deep Representations—0
Network size and size of the weights in memorization with two-layers neural networks—0
SuperLoss: A Generic Loss for Robust Curriculum LearningCode1
Generalization and Memorization: The Bias Potential Model—0
Cross-Domain Generalization Through Memorization: A Study of Nearest Neighbors in Neural Duplicate Question Detection—0
Power System Event Identification based on Deep Neural Network with Information Loading—0
Artificial Neural Variability for Deep Learning: On Overfitting, Noise Memorization, and Catastrophic ForgettingCode1
Short-Term Memory Optimization in Recurrent Neural Networks by Autoencoder-based InitializationCode0
Toward a Generalization Metric for Deep Generative ModelsCode0
Provable Memorization via Deep Neural Networks using Sub-linear Parameters—0
Learning from Context or Names? An Empirical Study on Neural Relation ExtractionCode1
Revisiting Explicit Regularization in Neural Networks for Reliable Predictive Probability—0
Training Production Language Models without Memorizing User Data—0
Fine-tuning Is Not Enough: A Simple yet Effective Watermark Removal Attack for DNN Models—0
Noisy Concurrent Training for Efficient Learning under Label NoiseCode0
Learning explanations that are hard to varyCode2
Extreme Memorization via Scale of InitializationCode0
What Neural Networks Memorize and Why: Discovering the Long Tail via Influence EstimationCode1
Question and Answer Test-Train Overlap in Open-Domain Question Answering DatasetsCode1
Salvage Reusable Samples from Noisy Data for Robust LearningCode0
Making Coherence Out of Nothing At All: Measuring the Evolution of Gradient Alignment—0
The Interpolation Phase Transition in Neural Networks: Memorization and Generalization under Lazy Training—0
Multi-Sample Online Learning for Probabilistic Spiking Neural Networks—0
Bridging the Imitation Gap by Adaptive Insubordination—0
Distributed Associative Memory Network with Memory Refreshing LossCode0
Audio Tagging by Cross Filtering Noisy Labels—0
Jointly Non-Sampling Learning for Knowledge Graph Enhanced RecommendationCode1
BiRRE: Learning Bidirectional Residual Relation Embeddings for Supervised Hypernymy Detection—0
Early-Learning Regularization Prevents Memorization of Noisy LabelsCode1
Measuring Memorization Effect in Word-Level Neural Networks Probing—0
What they do when in doubt: a study of inductive biases in seq2seq learnersCode0
What Do Neural Networks Learn When Trained With Random Labels?—0
Are Pretrained Language Models Symbolic Reasoners Over Knowledge?Code1
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
Eicient Non-Sampling Factorization Machines for Optimal Context-Aware RecommendationCode1
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
Zero-Shot Compositional Policy Learning via Language GroundingCode1
Few-Shot Single-View 3-D Object Reconstruction with Compositional PriorsCode1
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
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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