SOTAVerified

Memorization

Papers

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Showing 701–750 of 1088 papers

TitleStatusHype
Assessing Intelligence in Artificial Neural Networks—0
Asynchronous Personalized Federated Learning through Global Memorization—0
Attention Beats Concatenation for Conditioning Neural Fields—0
Audio Tagging by Cross Filtering Noisy Labels—0
Autoencoder-based Initialization for Recurrent Neural Networks with a Linear Memory—0
ReEval: Automatic Hallucination Evaluation for Retrieval-Augmented Large Language Models via Transferable Adversarial Attacks—0
Avoiding Generative Model Writer's Block With Embedding Nudging—0
A Wearable Social Interaction Aid for Children with Autism—0
Bayesian Perspective on Memorization and Reconstruction—0
Better Generalization with On-the-fly Dataset Denoising—0
Better Generalization with Semantic IDs: A Case Study in Ranking for Recommendations—0
Between Randomness and Arbitrariness: Some Lessons for Reliable Machine Learning at Scale—0
Beyond Scaling Laws: Understanding Transformer Performance with Associative Memory—0
Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models—0
BiRRE: Learning Bidirectional Residual Relation Embeddings for Supervised Hypernymy Detection—0
BLIA: Detect model memorization in binary classification model through passive Label Inference attack—0
Blink Rate Variability during resting and reading sessions—0
BloomVQA: Assessing Hierarchical Multi-modal Comprehension—0
Bootstrapped Pre-training with Dynamic Identifier Prediction for Generative Retrieval—0
Boundary Adversarial Examples Against Adversarial Overfitting—0
Bounding Information Leakage in Machine Learning—0
Bounds for the smallest eigenvalue of the NTK for arbitrary spherical data of arbitrary dimension—0
EMN: Brain-inspired Elastic Memory Network for Quick Domain Adaptive Feature Mapping—0
Branches, Assemble! Multi-Branch Cooperation Network for Large-Scale Click-Through Rate Prediction at Taobao—0
A Machine Learning-Based Framework for Assessing Cryptographic Indistinguishability of Lightweight Block Ciphers—0
Automating Pharmacovigilance Evidence Generation: Using Large Language Models to Produce Context-Aware SQL—0
Bridging the Imitation Gap by Adaptive Insubordination—0
Can ChatGPT Defend its Belief in Truth? Evaluating LLM Reasoning via Debate—0
Can Label-Noise Transition Matrix Help to Improve Sample Selection and Label Correction?—0
Captured by Captions: On Memorization and its Mitigation in CLIP Models—0
Catastrophic Fisher Explosion: Early Phase Fisher Matrix Impacts Generalization—0
Catching the Long Tail in Deep Neural Networks—0
Anonymity Unveiled: A Practical Framework for Auditing Data Use in Deep Learning Models—0
Challenges in Procedural Multimodal Machine Comprehension:A Novel Way To Benchmark—0
Circuit-Based Intrinsic Methods to Detect Overfitting—0
Closed-Book Training to Improve Summarization Encoder Memory—0
CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation—0
CNTN: Cyclic Noise-tolerant Network for Gait Recognition—0
Codex Hacks HackerRank: Memorization Issues and a Framework for Code Synthesis Evaluation—0
Coherence and Diversity through Noise: Self-Supervised Paraphrase Generation via Structure-Aware Denoising—0
Collaborative Learning in General Graphs with Limited Memorization: Complexity, Learnability, and Reliability—0
Collectionless Artificial Intelligence—0
Co-matching: Combating Noisy Labels by Augmentation Anchoring—0
Combating Label Noise With A General Surrogate Model For Sample Selection—0
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State-Space Layers—0
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State Space Layers—0
Composing Global Optimizers to Reasoning Tasks via Algebraic Objects in Neural Nets—0
Compositional Generalization Requires More Than Disentangled Representations—0
Computation with Sequences in a Model of the Brain—0
Confidence Adaptive Regularization for Deep Learning with Noisy Labels—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