SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 801–825 of 1088 papers

TitleStatusHype
Mitigating Memorization of Noisy Labels via Regularization between RepresentationsCode1
Adaptive Early-Learning Correction for Segmentation from Noisy AnnotationsCode1
On the Optimal Memorization Power of ReLU Neural Networks—0
The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine TranslationCode0
How BPE Affects Memorization in Transformers—0
Unleash the Potential of Adaptation Models via Dynamic Domain Labels—0
Can Label-Noise Transition Matrix Help to Improve Sample Selection and Label Correction?—0
Distributed Skellam Mechanism: a Novel Approach to Federated Learning with Differential Privacy—0
Stop just recalling memorized relations: Extracting Unseen Relational Triples from the context—0
Minimizing Memorization in Meta-learning: A Causal Perspective—0
Training Dynamic based data filtering may not work for NLP datasets—0
Remember the context! ASR slot error correction through memorization—0
Evolving Decomposed Plasticity Rules for Information-Bottlenecked Meta-LearningCode1
Excess Capacity and Backdoor PoisoningCode0
The Impact of Reinitialization on Generalization in Convolutional Neural Networks—0
Representation Memorization for Fast Learning New Knowledge without Forgetting—0
Confidence Adaptive Regularization for Deep Learning with Noisy Labels—0
Learning Transferable Parameters for Unsupervised Domain AdaptationCode1
Unified Regularity Measures for Sample-wise Learning and Generalization—0
Improving Model Generalization: A Chinese Named Entity Recognition Case Study—0
The Separation Capacity of Random Neural Networks—0
Pointer Value Retrieval: A new benchmark for understanding the limits of neural network generalizationCode0
Structure Destruction and Content Combination for Face Anti-Spoofing—0
Memorization in Deep Neural Networks: Does the Loss Function matter?Code0
On the Memorization Properties of Contrastive Learning—0
Show:102550
← PrevPage 33 of 44Next →

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