Pre-Training and Prompting for Few-Shot Node Classification on Text-Attributed Graphs Jul 22, 2024 Few-Shot Learning Graph Neural Network
— Unverified MedSAGa: Few-shot Memory Efficient Medical Image Segmentation using Gradient Low-Rank Projection in SAM Jul 21, 2024 Few-Shot Learning GPU
— Unverified A Comprehensive Review of Few-shot Action Recognition Jul 20, 2024 Action Recognition Few-Shot action recognition
— Unverified Automatic Generation of Fashion Images using Prompting in Generative Machine Learning Models Jul 20, 2024 Diversity Few-Shot Learning
Code Code Available CellularLint: A Systematic Approach to Identify Inconsistent Behavior in Cellular Network Specifications Jul 18, 2024 Few-Shot Learning
— Unverified GPSFormer: A Global Perception and Local Structure Fitting-based Transformer for Point Cloud Understanding Jul 18, 2024 3D Point Cloud Classification Few-Shot Learning
Code Code Available PICASSO: A Feed-Forward Framework for Parametric Inference of CAD Sketches via Rendering Self-Supervision Jul 18, 2024 Few-Shot Learning
— Unverified Evaluating Linguistic Capabilities of Multimodal LLMs in the Lens of Few-Shot Learning Jul 17, 2024 Few-Shot Learning In-Context Learning
— Unverified Cross-Modal Augmentation for Few-Shot Multimodal Fake News Detection Jul 16, 2024 Fake News Detection Few-Shot Learning
Code Code Available A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification Jul 16, 2024 Benchmarking Few-Shot Learning
— Unverified Reasoning with Large Language Models, a Survey Jul 16, 2024 Few-Shot Learning In-Context Learning
— Unverified Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation Jul 12, 2024 Few-Shot Learning scientific discovery
Code Code Available STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM Jul 12, 2024 Few-Shot Learning Imputation
Code Code Available FsPONER: Few-shot Prompt Optimization for Named Entity Recognition in Domain-specific Scenarios Jul 10, 2024 Few-Shot Learning named-entity-recognition
Code Code Available Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis Jul 10, 2024 Data Augmentation Few-Shot Learning
Code Code Available Swiss DINO: Efficient and Versatile Vision Framework for On-device Personal Object Search Jul 10, 2024 Few-Shot Learning GPU
Code Code Available Identification of emotions on Twitter during the 2022 electoral process in Colombia Jul 9, 2024 Few-Shot Learning Opinion Mining
— Unverified Measuring Sustainability Intention of ESG Fund Disclosure using Few-Shot Learning Jul 9, 2024 Few-Shot Learning Specificity
— Unverified Few-Shot Image Generation by Conditional Relaxing Diffusion Inversion Jul 9, 2024 Diversity Few-Shot Learning
— Unverified Learning to Adapt Category Consistent Meta-Feature of CLIP for Few-Shot Classification Jul 8, 2024 Few-Shot Learning image-classification
— Unverified Bringing Masked Autoencoders Explicit Contrastive Properties for Point Cloud Self-Supervised Learning Jul 8, 2024 Contrastive Learning Data Augmentation
Code Code Available Training-free CryoET Tomogram Segmentation Jul 8, 2024 Contrastive Learning Cryogenic Electron Tomography
Code Code Available Using Grammar Masking to Ensure Syntactic Validity in LLM-based Modeling Tasks Jul 8, 2024 Few-Shot Learning Language Modeling
— Unverified Strengthening Structural Inductive Biases by Pre-training to Perform Syntactic Transformations Jul 5, 2024 Chunking Few-Shot Learning
Code Code Available AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation Jul 5, 2024 Action Recognition Few-Shot Image Classification
Code Code Available Few-Shot Airway-Tree Modeling using Data-Driven Sparse Priors Jul 5, 2024 Diversity Few-Shot Learning
— Unverified Fully Fine-tuned CLIP Models are Efficient Few-Shot Learners Jul 4, 2024 Domain Generalization Few-Shot Learning
— Unverified Argument Mining in Data Scarce Settings: Cross-lingual Transfer and Few-shot Techniques Jul 4, 2024 Argument Mining Cross-Lingual Transfer
Code Code Available Deep Content Understanding Toward Entity and Aspect Target Sentiment Analysis on Foundation Models Jul 4, 2024 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning Jul 3, 2024 Few-Shot Learning General Knowledge
— Unverified Neurocache: Efficient Vector Retrieval for Long-range Language Modeling Jul 2, 2024 Few-Shot Learning Language Modeling
Code Code Available Core Knowledge Learning Framework for Graph Adaptation and Scalability Learning Jul 2, 2024 Classification Domain Adaptation
— Unverified Dynamic Few-Shot Learning for Knowledge Graph Question Answering Jul 1, 2024 Few-Shot Learning Graph Question Answering
— Unverified Financial Knowledge Large Language Model Jun 29, 2024 Few-Shot Learning Financial Analysis
— Unverified Human-Free Automated Prompting for Vision-Language Anomaly Detection: Prompt Optimization with Meta-guiding Prompt Scheme Jun 26, 2024 Anomaly Detection Anomaly Segmentation
— Unverified Masked Generative Extractor for Synergistic Representation and 3D Generation of Point Clouds Jun 25, 2024 3D Generation Few-Shot Learning
— Unverified Retrieval-style In-Context Learning for Few-shot Hierarchical Text Classification Jun 25, 2024 Contrastive Learning few-shot-htc
Code Code Available Training-Free Exponential Context Extension via Cascading KV Cache Jun 24, 2024 Book summarization Computational Efficiency
Code Code Available Exploring Factual Entailment with NLI: A News Media Study Jun 24, 2024 Articles Few-Shot Learning
— Unverified AnnotatedTables: A Large Tabular Dataset with Language Model Annotations Jun 24, 2024 AutoML Few-Shot Learning
— Unverified Exploring Cross-Domain Few-Shot Classification via Frequency-Aware Prompting Jun 24, 2024 Cross-Domain Few-Shot cross-domain few-shot learning
Code Code Available Evaluating the Effectiveness of the Foundational Models for Q&A Classification in Mental Health care Jun 23, 2024 Classification Few-Shot Learning
— Unverified Distributed Rule Vectors is A Key Mechanism in Large Language Models' In-Context Learning Jun 23, 2024 Few-Shot Learning In-Context Learning
— Unverified Review of Zero-Shot and Few-Shot AI Algorithms in The Medical Domain Jun 23, 2024 Few-Shot Learning object-detection
— Unverified Sports Intelligence: Assessing the Sports Understanding Capabilities of Language Models through Question Answering from Text to Video Jun 21, 2024 Benchmarking Few-Shot Learning
— Unverified Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning Jun 21, 2024 Few-Shot Learning In-Context Learning
Code Code Available Contextual Interaction via Primitive-based Adversarial Training For Compositional Zero-shot Learning Jun 21, 2024 Attribute Compositional Zero-Shot Learning
Code Code Available VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought Jun 20, 2024 Action Anticipation Continual Learning
— Unverified Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation Jun 20, 2024 Data Augmentation Diversity
Code Code Available Putting GPT-4o to the Sword: A Comprehensive Evaluation of Language, Vision, Speech, and Multimodal Proficiency Jun 19, 2024 Few-Shot Learning image-classification
— Unverified 