SOTAVerified

Memorization

Papers

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Showing 301–350 of 1088 papers

TitleStatusHype
A Corrective View of Neural Networks: Representation, Memorization and Learning—0
CopyrightShield: Spatial Similarity Guided Backdoor Defense against Copyright Infringement in Diffusion Models—0
CopyJudge: Automated Copyright Infringement Identification and Mitigation in Text-to-Image Diffusion Models—0
Audio Tagging by Cross Filtering Noisy Labels—0
A Memory Model for Question Answering from Streaming Data Supported by Rehearsal and Anticipation of Coreference Information—0
Grokking in Linear Estimators -- A Solvable Model that Groks without Understanding—0
Continuous Reinforcement Learning-based Dynamic Difficulty Adjustment in a Visual Working Memory Game—0
A Mathematical Framework for Learning Probability Distributions—0
Attention Beats Concatenation for Conditioning Neural Fields—0
Continual Memory: Can We Reason After Long-Term Memorization?—0
Graph Memory Learning: Imitating Lifelong Remembering and Forgetting of Brain Networks—0
Graph Neural Networks Provably Benefit from Structural Information: A Feature Learning Perspective—0
Continual Learning Should Move Beyond Incremental Classification—0
Asynchronous Personalized Federated Learning through Global Memorization—0
Context-based Virtual Adversarial Training for Text Classification with Noisy Labels—0
Data-centric NLP Backdoor Defense from the Lens of Memorization—0
Grokking as Compression: A Nonlinear Complexity Perspective—0
Grokking in the Wild: Data Augmentation for Real-World Multi-Hop Reasoning with Transformers—0
FFNB: Forgetting-Free Neural Blocks for Deep Continual Visual Learning—0
Geometry of Neural Network Loss Surfaces via Random Matrix Theory—0
Get Confused Cautiously: Textual Sequence Memorization Erasure with Selective Entropy Maximization—0
ALTBI: Constructing Improved Outlier Detection Models via Optimization of Inlier-Memorization Effect—0
Federated Nearest Neighbor Machine Translation—0
Confidence Adaptive Regularization for Deep Learning with Noisy Labels—0
Generative AI Training and Copyright Law—0
Computation with Sequences in a Model of the Brain—0
Generative artificial intelligence in ophthalmology: multimodal retinal images for the diagnosis of Alzheimer's disease with convolutional neural networks—0
A Comparative Study of Reservoir Computing for Temporal Signal Processing—0
Extracting Unlearned Information from LLMs with Activation Steering—0
Composing Global Optimizers to Reasoning Tasks via Algebraic Objects in Neural Nets—0
PConv: Simple yet Effective Convolutional Layer for Generative Adversarial Network—0
GP-MoLFormer: A Foundation Model For Molecular Generation—0
Extracting Training Data from Unconditional Diffusion Models—0
Extracting Training Data from Document-Based VQA Models—0
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State Space Layers—0
Extreme Image Transformations Facilitate Robust Latent Object Representations—0
Compositional Generalization Requires More Than Disentangled Representations—0
Factored Agents: Decoupling In-Context Learning and Memorization for Robust Tool Use—0
Extracting memorized pieces of (copyrighted) books from open-weight language models—0
Fast Parametric Learning with Activation Memorization—0
Fault-Diagnosing SLAM for Varying Scale Change Detection—0
Assessing Intelligence in Artificial Neural Networks—0
FINED: Feed Instance-Wise Information Need with Essential and Disentangled Parametric Knowledge from the Past—0
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State-Space Layers—0
Assessing Generalization in TD methods for Deep Reinforcement Learning—0
Few-Shot Generation of Brain Tumors for Secure and Fair Data Sharing—0
Expressive Power of ReLU and Step Networks under Floating-Point Operations—0
Few-Shot Table-to-Text Generation with Prompt Planning and Knowledge Memorization—0
Exposing the Achilles' Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning—0
Combating Label Noise With A General Surrogate Model For Sample Selection—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