Long Context Compression with Activation Beacon Jan 7, 2024 4k document understanding
— Unverified Adversarially Robust Few-shot Learning via Parameter Co-distillation of Similarity and Class Concept Learners Jan 1, 2024 Adversarial Robustness Few-Shot Learning
— Unverified Beyond Textual Constraints: Learning Novel Diffusion Conditions with Fewer Examples Jan 1, 2024 Few-Shot Learning
Code Code Available Few-Shot Object Detection with Foundation Models Jan 1, 2024 Few-Shot Learning Few-Shot Object Detection
— Unverified Does Few-shot Learning Suffer from Backdoor Attacks? Dec 31, 2023 Backdoor Attack Few-Shot Learning
— Unverified Self-supervised Pretraining for Decision Foundation Model: Formulation, Pipeline and Challenges Dec 29, 2023 Decision Making Few-Shot Learning
— Unverified Few-shot learning for automated content analysis: Efficient coding of arguments and claims in the debate on arms deliveries to Ukraine Dec 28, 2023 Few-Shot Learning Task 2
— Unverified Prototype-Based Approach for One-Shot Segmentation of Brain Tumors using Few-Shot Learning Dec 24, 2023 Few-Shot Learning Image Segmentation
— Unverified Learning Human-like Representations to Enable Learning Human Values Dec 21, 2023 Ethics Fairness
— Unverified Meta-Learning with Versatile Loss Geometries for Fast Adaptation Using Mirror Descent Dec 20, 2023 Few-Shot Learning Meta-Learning
Code Code Available LaViP:Language-Grounded Visual Prompts Dec 18, 2023 Few-Shot Learning Transfer Learning
— Unverified Advancing Image Retrieval with Few-Shot Learning and Relevance Feedback Dec 18, 2023 Binary Classification Classification
Code Code Available Leveraging Normalization Layer in Adapters With Progressive Learning and Adaptive Distillation for Cross-Domain Few-Shot Learning Dec 18, 2023 Cross-Domain Few-Shot cross-domain few-shot learning
Code Code Available Few-Shot Learning from Augmented Label-Uncertain Queries in Bongard-HOI Dec 17, 2023 Diversity Few-Shot Learning
— Unverified Grammatical information in BERT sentence embeddings as two-dimensional arrays Dec 15, 2023 Few-Shot Learning Sentence
— Unverified Continual Adversarial Defense Dec 15, 2023 Adversarial Defense Continual Learning
Code Code Available Fewer is More: Boosting LLM Reasoning with Reinforced Context Pruning Dec 14, 2023 Arithmetic Reasoning Few-Shot Learning
— Unverified Metacognition-Enhanced Few-Shot Prompting With Positive Reinforcement Dec 14, 2023 Few-Shot Learning
— Unverified A Comparative Analysis of Fine-Tuned LLMs and Few-Shot Learning of LLMs for Financial Sentiment Analysis Dec 14, 2023 Few-Shot Learning In-Context Learning
— Unverified Beyond English: Evaluating LLMs for Arabic Grammatical Error Correction Dec 13, 2023 Few-Shot Learning Grammatical Error Correction
— Unverified TransMed: Large Language Models Enhance Vision Transformer for Biomedical Image Classification Dec 12, 2023 Few-Shot Learning image-classification
— Unverified Self-supervised Adaptive Pre-training of Multilingual Speech Models for Language and Dialect Identification Dec 12, 2023 Automatic Speech Recognition Dialect Identification
— Unverified Adaptive Weighted Co-Learning for Cross-Domain Few-Shot Learning Dec 6, 2023 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified Assertion Enhanced Few-Shot Learning: Instructive Technique for Large Language Models to Generate Educational Explanations Dec 5, 2023 Explanation Generation Few-Shot Learning
— Unverified Near-real-time Earthquake-induced Fatality Estimation using Crowdsourced Data and Large-Language Models Dec 4, 2023 Few-Shot Learning
Code Code Available A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness Dec 2, 2023 Few-Shot Learning In-Context Learning
— Unverified Applying Large Language Models and Chain-of-Thought for Automatic Scoring Nov 30, 2023 Few-Shot Learning Prompt Engineering
— Unverified Clinical Risk Prediction Using Language Models: Benefits And Considerations Nov 29, 2023 Diagnostic Few-Shot Learning
— Unverified Explaining CLIP's performance disparities on data from blind/low vision users Nov 29, 2023 Few-Shot Learning zero-shot-classification
— Unverified A transductive few-shot learning approach for classification of digital histopathological slides from liver cancer Nov 29, 2023 Few-Shot Learning Transductive Learning
— Unverified ClimateX: Do LLMs Accurately Assess Human Expert Confidence in Climate Statements? Nov 28, 2023 Few-Shot Learning Information Retrieval
Code Code Available When the Few Outweigh the Many: Illicit Content Recognition with Few-Shot Learning Nov 28, 2023 Few-Shot Learning
— Unverified Robust Transductive Few-shot Learning via Joint Message Passing and Prototype-based Soft-label Propagation Nov 28, 2023 Few-Shot Learning
— Unverified Improving Denoising Diffusion Probabilistic Models via Exploiting Shared Representations Nov 27, 2023 Denoising Few-Shot Learning
— Unverified Italian Crossword Generator: Enhancing Education through Interactive Word Puzzles Nov 27, 2023 Few-Shot Learning Zero-Shot Learning
— Unverified Target-Free Compound Activity Prediction via Few-Shot Learning Nov 27, 2023 Activity Prediction Drug Discovery
— Unverified Deficiency of Large Language Models in Finance: An Empirical Examination of Hallucination Nov 27, 2023 Few-Shot Learning Hallucination
— Unverified Learning to Skip for Language Modeling Nov 26, 2023 Few-Shot Learning Language Modeling
— Unverified Inferring Latent Class Statistics from Text for Robust Visual Few-Shot Learning Nov 24, 2023 Few-Shot Learning
Code Code Available A Multi-solution Study on GDPR AI-enabled Completeness Checking of DPAs Nov 23, 2023 Few-Shot Learning Language Modeling
— Unverified Language-guided Few-shot Semantic Segmentation Nov 23, 2023 Few-Shot Learning Few-Shot Semantic Segmentation
— Unverified Benchmarking Toxic Molecule Classification using Graph Neural Networks and Few Shot Learning Nov 22, 2023 Benchmarking Drug Discovery
— Unverified NERIF: GPT-4V for Automatic Scoring of Drawn Models Nov 21, 2023 Few-Shot Learning
— Unverified Exploring Graph Classification Techniques Under Low Data Constraints: A Comprehensive Study Nov 21, 2023 Data Augmentation Few-Shot Learning
— Unverified Descriptor and Word Soups: Overcoming the Parameter Efficiency Accuracy Tradeoff for Out-of-Distribution Few-shot Learning Nov 21, 2023 Domain Generalization Few-Shot Learning
Code Code Available Modeling Political Orientation of Social Media Posts: An Extended Analysis Nov 21, 2023 Few-Shot Learning
— Unverified Optimal Strategies to Perform Multilingual Analysis of Social Content for a Novel Dataset in the Tourism Domain Nov 20, 2023 Few-Shot Learning named-entity-recognition
— Unverified Generalization of Fitness Exercise Recognition from Doppler Measurements by Domain-adaption and Few-Shot Learning Nov 20, 2023 Domain Adaptation Few-Shot Learning
— Unverified A Language Agent for Autonomous Driving Nov 17, 2023 Autonomous Driving Common Sense Reasoning
Code Code Available Using Guided Transfer Learning to Predispose AI Agent to Learn Efficiently from Small RNA-sequencing Datasets Nov 17, 2023 AI Agent Few-Shot Learning
— Unverified 