| Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning | Oct 19, 2023 | DiversityMemorization | CodeCode Available | 1 |
| To grok or not to grok: Disentangling generalization and memorization on corrupted algorithmic datasets | Oct 19, 2023 | Memorization | CodeCode Available | 1 |
| Beyond Memorization: Violating Privacy Via Inference with Large Language Models | Oct 11, 2023 | MemorizationText Anonymization | CodeCode Available | 1 |
| The Emergence of Reproducibility and Generalizability in Diffusion Models | Oct 8, 2023 | Image GenerationMemorization | CodeCode Available | 1 |
| On Memorization in Diffusion Models | Oct 4, 2023 | DenoisingMemorization | CodeCode Available | 1 |
| Generalization in diffusion models arises from geometry-adaptive harmonic representations | Oct 4, 2023 | DenoisingImage Denoising | CodeCode Available | 1 |
| AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ | Sep 30, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Do PLMs Know and Understand Ontological Knowledge? | Sep 12, 2023 | Logical ReasoningMemorization | CodeCode Available | 1 |
| MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation | Aug 16, 2023 | MemorizationRetrieval | CodeCode Available | 1 |
| Image Synthesis under Limited Data: A Survey and Taxonomy | Jul 31, 2023 | Image GenerationMemorization | CodeCode Available | 1 |
| Can Neural Network Memorization Be Localized? | Jul 18, 2023 | Memorization | CodeCode Available | 1 |
| In-context Autoencoder for Context Compression in a Large Language Model | Jul 13, 2023 | GPULanguage Modeling | CodeCode Available | 1 |
| Ethicist: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confidence Estimation | Jul 10, 2023 | Memorization | CodeCode Available | 1 |
| DIAGNOSIS: Detecting Unauthorized Data Usages in Text-to-image Diffusion Models | Jul 6, 2023 | Memorization | CodeCode Available | 1 |
| On information captured by neural networks: connections with memorization and generalization | Jun 28, 2023 | InformativenessKnowledge Distillation | CodeCode Available | 1 |
| A Preference-aware Meta-optimization Framework for Personalized Vehicle Energy Consumption Estimation | Jun 26, 2023 | Memorization | CodeCode Available | 1 |
| Understanding quantum machine learning also requires rethinking generalization | Jun 23, 2023 | MemorizationQuantum Machine Learning | CodeCode Available | 1 |
| Can Forward Gradient Match Backpropagation? | Jun 12, 2023 | Memorization | CodeCode Available | 1 |
| Brain tumor segmentation using synthetic MR images -- A comparison of GANs and diffusion models | Jun 5, 2023 | Brain Tumor SegmentationEthics | CodeCode Available | 1 |
| Large Language Models Are Not Strong Abstract Reasoners | May 31, 2023 | Common Sense ReasoningMemorization | CodeCode Available | 1 |
| Understanding and Mitigating Copying in Diffusion Models | May 31, 2023 | Image CaptioningMemorization | CodeCode Available | 1 |
| Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks | May 28, 2023 | MedQAMemorization | CodeCode Available | 1 |
| Sources of Hallucination by Large Language Models on Inference Tasks | May 23, 2023 | HallucinationMemorization | CodeCode Available | 1 |
| To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion | May 23, 2023 | Knowledge Graph CompletionLink Prediction | CodeCode Available | 1 |
| Memorization for Good: Encryption with Autoregressive Language Models | May 15, 2023 | CryptanalysisMemorization | CodeCode Available | 1 |
