SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1026–1050 of 1088 papers

TitleStatusHype
Wide and Deep Learning for Peer-to-Peer Lending—0
A Practical Approach to Sizing Neural Networks—0
SIGUA: Forgetting May Make Learning with Noisy Labels More RobustCode0
State-Regularized Recurrent Networks—0
Pumpout: A Meta Approach for Robustly Training Deep Neural Networks with Noisy Labels—0
Déjà Vu: an empirical evaluation of the memorization properties of ConvNets—0
Closed-Book Training to Improve Summarization Encoder Memory—0
Are You Sure You Want To Do That? Classification with Verification—0
VideoMatch: Matching based Video Object Segmentation—0
Airline Passenger Name Record Generation using Generative Adversarial Networks—0
MediaEval 2018: Predicting Media Memorability Task—0
Learning and Memorization—0
A Spline Theory of Deep Learning—0
Split and Rephrase: Better Evaluation and Stronger BaselinesCode0
Olive Oil is Made Olives, Baby Oil is Made Babies: Interpreting Noun Compounds Using Paraphrases in a Neural Model—0
LSTMs Exploit Linguistic Attributes of Data—0
Approximating Real-Time Recurrent Learning with Random Kronecker Factors—0
Refining Source Representations with Relation Networks for Neural Machine Translation—0
Mad Max: Affine Spline Insights into Deep Learning—0
DNN or k-NN: That is the Generalize vs. Memorize Question—0
Split and Rephrase: Better Evaluation and a Stronger BaselineCode0
ALIGNet: Partial-Shape Agnostic Alignment via Unsupervised LearningCode0
MemGEN: Memory is All You Need—0
Fast Parametric Learning with Activation Memorization—0
Olive Oil is Made of Olives, Baby Oil is Made for Babies: Interpreting Noun Compounds using Paraphrases in a Neural ModelCode0
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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