Procedural Text Mining with Large Language Models Oct 5, 2023 Few-Shot Learning In-Context Learning
Code Code Available PrototypeFormer: Learning to Explore Prototype Relationships for Few-shot Image Classification Oct 5, 2023 Classification Contrastive Learning
— Unverified Retrieval meets Long Context Large Language Models Oct 4, 2023 16k 4k
— Unverified SHOT: Suppressing the Hessian along the Optimization Trajectory for Gradient-Based Meta-Learning Oct 4, 2023 Few-Shot Learning Meta-Learning
Code Code Available TRAM: Benchmarking Temporal Reasoning for Large Language Models Oct 2, 2023 Benchmarking Few-Shot Learning
— Unverified RA-DIT: Retrieval-Augmented Dual Instruction Tuning Oct 2, 2023 Few-Shot Learning Open-Domain Question Answering
— Unverified PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction Oct 1, 2023 Few-Shot Learning Graph Neural Network
Code Code Available SIP: Injecting a Structural Inductive Bias into a Seq2Seq Model by Simulation Oct 1, 2023 Few-Shot Learning Inductive Bias
Code Code Available Self-Supervised Open-Ended Classification with Small Visual Language Models Sep 30, 2023 Few-Shot Learning Image Captioning
— Unverified On the Role of Neural Collapse in Meta Learning Models for Few-shot Learning Sep 30, 2023 Few-Shot Learning Meta-Learning
Code Code Available An evaluation of GPT models for phenotype concept recognition Sep 29, 2023 Few-Shot Learning Specificity
— Unverified Logarithm-transform aided Gaussian Sampling for Few-Shot Learning Sep 28, 2023 Classification Few-Shot Image Classification
Code Code Available Large Language Models in Finance: A Survey Sep 28, 2023 Few-Shot Learning Survey
— Unverified Multi-unit soft sensing permits few-shot learning Sep 27, 2023 Few-Shot Learning
— Unverified Robust Internal Representations for Domain Generalization Sep 27, 2023 Continual Learning Domain Adaptation
— Unverified Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning Sep 26, 2023 Few-Shot Learning In-Context Learning
— Unverified HAVE-Net: Hallucinated Audio-Visual Embeddings for Few-Shot Classification with Unimodal Cues Sep 23, 2023 Few-Shot Learning
— Unverified A Systematic Review of Few-Shot Learning in Medical Imaging Sep 20, 2023 Articles Few-Shot Learning
— Unverified Exploiting Causality Signals in Medical Images: A Pilot Study with Empirical Results Sep 19, 2023 Few-Shot Learning
Code Code Available MAD: Meta Adversarial Defense Benchmark Sep 18, 2023 Adversarial Defense Few-Shot Learning
Code Code Available Hyperbolic vs Euclidean Embeddings in Few-Shot Learning: Two Sides of the Same Coin Sep 18, 2023 Few-Shot Learning Representation Learning
— Unverified Regularized Contrastive Pre-training for Few-shot Bioacoustic Sound Detection Sep 16, 2023 Event Detection Few-Shot Learning
Code Code Available Using Large Language Model to Solve and Explain Physics Word Problems Approaching Human Level Sep 15, 2023 Few-Shot Learning High School Physics
— Unverified Where2Explore: Few-shot Affordance Learning for Unseen Novel Categories of Articulated Objects Sep 14, 2023 Efficient Exploration Few-Shot Learning
— Unverified Gpachov at CheckThat! 2023: A Diverse Multi-Approach Ensemble for Subjectivity Detection in News Articles Sep 13, 2023 Articles Dimensionality Reduction
— Unverified Generalized Cross-domain Multi-label Few-shot Learning for Chest X-rays Sep 8, 2023 Few-Shot Learning Meta-Learning
— Unverified Few-Shot Learning of Force-Based Motions From Demonstration Through Pre-training of Haptic Representation Sep 8, 2023 Decoder Few-Shot Learning
— Unverified Text-to-feature diffusion for audio-visual few-shot learning Sep 7, 2023 Classification Few-Shot Learning
Code Code Available Support-Set Context Matters for Bongard Problems Sep 7, 2023 Few-Shot Image Classification Few-Shot Learning
Code Code Available Dual Adversarial Alignment for Realistic Support-Query Shift Few-shot Learning Sep 5, 2023 Few-Shot Learning
— Unverified Federated Few-shot Learning for Cough Classification with Edge Devices Sep 3, 2023 Cough Classification Federated Learning
Code Code Available Bias Testing and Mitigation in LLM-based Code Generation Sep 3, 2023 Code Generation Fairness
— Unverified LoGoPrompt: Synthetic Text Images Can Be Good Visual Prompts for Vision-Language Models Sep 3, 2023 Domain Generalization Few-Shot Learning
— Unverified Few-shot Diagnosis of Chest x-rays Using an Ensemble of Random Discriminative Subspaces Aug 31, 2023 Few-Shot Learning Medical Image Analysis
Code Code Available Semi-Supervised SAR ATR Framework with Transductive Auxiliary Segmentation Aug 31, 2023 Few-Shot Learning Inductive Bias
— Unverified MerA: Merging Pretrained Adapters For Few-Shot Learning Aug 30, 2023 Few-Shot Learning MRPC
— Unverified TransPrompt v2: A Transferable Prompting Framework for Cross-task Text Classification Aug 29, 2023 Few-Shot Learning Few-Shot Text Classification
— Unverified When hard negative sampling meets supervised contrastive learning Aug 28, 2023 Contrastive Learning Few-Shot Learning
— Unverified VesselShot: Few-shot learning for cerebral blood vessel segmentation Aug 28, 2023 Few-Shot Learning Segmentation
— Unverified Fair Few-shot Learning with Auxiliary Sets Aug 28, 2023 Fairness Few-Shot Learning
— Unverified Compressor-Based Classification for Atrial Fibrillation Detection Aug 25, 2023 Atrial Fibrillation Detection Avg
— Unverified Large Language Models Vote: Prompting for Rare Disease Identification Aug 24, 2023 Few-Shot Learning
Code Code Available Cabrita: closing the gap for foreign languages Aug 23, 2023 Few-Shot Learning
— Unverified Few-shot Anomaly Detection in Text with Deviation Learning Aug 22, 2023 Anomaly Detection Few-Shot Learning
— Unverified COCA: Classifier-Oriented Calibration via Textual Prototype for Source-Free Universal Domain Adaptation Aug 21, 2023 Domain Adaptation Few-Shot Learning
Code Code Available Refashioning Emotion Recognition Modelling: The Advent of Generalised Large Models Aug 21, 2023 Emotion Recognition Few-Shot Learning
— Unverified Measuring the Effect of Causal Disentanglement on the Adversarial Robustness of Neural Network Models Aug 21, 2023 Adversarial Robustness Benchmarking
— Unverified UniAP: Towards Universal Animal Perception in Vision via Few-shot Learning Aug 19, 2023 Decoder Diversity
— Unverified BioMedGPT: Open Multimodal Generative Pre-trained Transformer for BioMedicine Aug 18, 2023 Few-Shot Learning Language Modeling
— Unverified CodeCoT: Tackling Code Syntax Errors in CoT Reasoning for Code Generation Aug 17, 2023 Code Generation Few-Shot Learning
— Unverified 