SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1051–1088 of 1088 papers

TitleStatusHype
Same-different problems strain convolutional neural networks—0
Structured Memory based Deep Model to Detect as well as Characterize Novel Inputs—0
Empirical Explorations in Training Networks with Discrete Activations—0
Not-So-CLEVR: Visual Relations Strain Feedforward Neural Networks—0
Optimizing Human Learning—0
Nonlinear random matrix theory for deep learning—0
Markov chain Hebbian learning algorithm with ternary synaptic units—0
Bidirectional deep-readout echo state networksCode0
SkipFlow: Incorporating Neural Coherence Features for End-to-End Automatic Text ScoringCode0
Three Factors Influencing Minima in SGD—0
Rotational Unit of MemoryCode0
mixup: Beyond Empirical Risk MinimizationCode1
Learning to update Auto-associative Memory in Recurrent Neural Networks for Improving Sequence Memorization—0
Zero-Shot Learning to Manage a Large Number of Place-Specific Compressive Change Classifiers—0
Geometry of Neural Network Loss Surfaces via Random Matrix Theory—0
Question Dependent Recurrent Entity Network for Question AnsweringCode0
Most Ligand-Based Classification Benchmarks Reward Memorization Rather than Generalization—0
A Closer Look at Memorization in Deep NetworksCode0
Latent Geometry and Memorization in Generative Models—0
Learn-Memorize-Recall-Reduce A Robotic Cloud Computing Paradigm—0
Soft Label Memorization-Generalization for Natural Language Inference—0
3D Human Pose Estimation = 2D Pose Estimation + Matching—0
Stable Memory Allocation in the Hippocampus: Fundamental Limits and Neural Realization—0
Parameter Compression of Recurrent Neural Networks and Degradation of Short-term Memory—0
Improving word alignment for low resource languages using English monolingual SRL—0
Prototypical Recurrent Unit—0
Neural Machine Translation in Linear TimeCode0
Wide & Deep Learning for Recommender SystemsCode1
NN-grams: Unifying neural network and n-gram language models for Speech Recognition—0
Blink Rate Variability during resting and reading sessions—0
Associative Long Short-Term MemoryCode0
Semantic Object Parsing with Local-Global Long Short-Term Memory—0
Grid Long Short-Term MemoryCode0
Learning Deep Neural Network Policies with Continuous Memory States—0
Variance Reduced Stochastic Gradient Descent with Neighbors—0
Recurrent Neural Networks with External Memory for Language Understanding—0
A Comparative Study of Reservoir Computing for Temporal Signal Processing—0
Learning, Generalization, and Functional Entropy in Random Automata Networks—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