Exploring the Generalization of Cancer Clinical Trial Eligibility Classifiers Across Diseases Mar 25, 2024 Few-Shot Learning
— Unverified 0CLCE: An Approach to Refining Cross-Entropy and Contrastive Learning for Optimized Learning Fusion Feb 22, 2024 Contrastive Learning Few-Shot Learning
— Unverified 0Enhancing TCR-Peptide Interaction Prediction with Pretrained Language Models and Molecular Representations Apr 22, 2025 Benchmarking Few-Shot Learning
— Unverified 0Exploring the MIT Mathematics and EECS Curriculum Using Large Language Models Jun 15, 2023 Electrical Engineering Few-Shot Learning
— Unverified 0Generalizable Denoising of Microscopy Images using Generative Adversarial Networks and Contrastive Learning Mar 27, 2023 Contrastive Learning Denoising
— Unverified 0CLEAN-EVAL: Clean Evaluation on Contaminated Large Language Models Nov 15, 2023 Few-Shot Learning
— Unverified 0Can Looped Transformers Learn to Implement Multi-step Gradient Descent for In-context Learning? Oct 10, 2024 Few-Shot Learning In-Context Learning
— Unverified 0Enhancing Prototypical Few-Shot Learning by Leveraging the Local-Level Strategy Nov 8, 2021 Few-Shot Image Classification Few-Shot Learning
— Unverified 0Clinical information extraction for Low-resource languages with Few-shot learning using Pre-trained language models and Prompting Mar 20, 2024 Domain Adaptation Few-Shot Learning
— Unverified 0External-Memory Networks for Low-Shot Learning of Targets in Forward-Looking-Sonar Imagery Jul 22, 2021 Few-Shot Learning Zero-Shot Learning
— Unverified 0Enhancing News Summarization with ELearnFit through Efficient In-Context Learning and Efficient Fine-Tuning May 4, 2024 Articles Few-Shot Learning
— Unverified 0Can LLMs Assist Annotators in Identifying Morality Frames? -- Case Study on Vaccination Debate on Social Media Feb 4, 2025 Few-Shot Learning
— Unverified 0Few-Shot Learning with Adaptive Weight Masking in Conditional GANs Dec 4, 2024 Data Augmentation Diversity
— Unverified 0Facial Landmark Correlation Analysis Nov 24, 2019 Facial Landmark Detection Few-Shot Learning
— Unverified 0FAD: Frequency Adaptation and Diversion for Cross-domain Few-shot Learning May 13, 2025 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified 0Clinical Risk Prediction Using Language Models: Benefits And Considerations Nov 29, 2023 Diagnostic Few-Shot Learning
— Unverified 0Few-shot Learning with Meta Metric Learners Jan 26, 2019 Few-Shot Learning Meta-Learning
— Unverified 0Few Shot Learning with Simplex Jul 27, 2018 Few-Shot Learning
— Unverified 0Enhancing NER Performance in Low-Resource Pakistani Languages using Cross-Lingual Data Augmentation Apr 7, 2025 Data Augmentation Few-Shot Learning
— Unverified 0Enhancing Multi-hop Reasoning in Vision-Language Models via Self-Distillation with Multi-Prompt Ensembling Mar 3, 2025 Answer Generation Computational Efficiency
— Unverified 0Clip4Retrofit: Enabling Real-Time Image Labeling on Edge Devices via Cross-Architecture CLIP Distillation May 23, 2025 Autonomous Driving cross-modal alignment
— Unverified 0Can GPT tell us why these images are synthesized? Empowering Multimodal Large Language Models for Forensics Apr 16, 2025 Few-Shot Learning Image Manipulation
— Unverified 0Generalized Adaptation for Few-Shot Learning Nov 25, 2019 Few-Shot Image Classification Few-Shot Learning
— Unverified 0Enhancing Instance-Level Image Classification with Set-Level Labels Nov 9, 2023 Classification Few-Shot Learning
— Unverified 0Fast Task Adaptation for Few-Shot Learning Sep 25, 2019 Few-Shot Learning
— Unverified 0Fast visual grounding in interaction: bringing few-shot learning with neural networks to an interactive robot Jun 1, 2020 Few-Shot Learning Transfer Learning
— Unverified 0Can Foundation Models Really Segment Tumors? A Benchmarking Odyssey in Lung CT Imaging May 2, 2025 Benchmarking Computational Efficiency
— Unverified 0Adversarially Robust Few-shot Learning via Parameter Co-distillation of Similarity and Class Concept Learners Jan 1, 2024 Adversarial Robustness Few-Shot Learning
— Unverified 0Feature Aligning Few shot Learning Method Using Local Descriptors Weighted Rules Aug 26, 2024 Classification Few-Shot Image Classification
— Unverified 0Enhancing Few-Shot Learning with Integrated Data and GAN Model Approaches Nov 25, 2024 Data Augmentation Drug Discovery
— Unverified 0Enhancing Code Translation in Language Models with Few-Shot Learning via Retrieval-Augmented Generation Jul 29, 2024 Code Translation Few-Shot Learning
— Unverified 0Can Explanations Be Useful for Calibrating Black Box Models? Nov 16, 2021 Extractive Question-Answering Few-Shot Learning
— Unverified 0Few-shot Learning using Data Augmentation and Time-Frequency Transformation for Time Series Classification Nov 6, 2023 Data Augmentation Few-Shot Learning
— Unverified 0CLR-GAM: Contrastive Point Cloud Learning with Guided Augmentation and Feature Mapping Feb 28, 2023 3D Point Cloud Classification Contrastive Learning
— Unverified 0Enhancing AI microscopy for foodborne bacterial classification via adversarial domain adaptation across optical and biological variability Nov 29, 2024 Domain Adaptation domain classification
— Unverified 0Federated Large Language Models: Feasibility, Robustness, Security and Future Directions May 13, 2025 Federated Learning Few-Shot Learning
— Unverified 0Annotation-Efficient Untrimmed Video Action Recognition Nov 30, 2020 Action Recognition Contrastive Learning
— Unverified 0Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines May 8, 2025 Contrastive Learning Few-Shot Learning
— Unverified 0Enhanced Few-shot Learning for Intrusion Detection in Railway Video Surveillance Nov 9, 2020 Few-Shot Learning Intrusion Detection
— Unverified 0Anomaly Crossing: New Horizons for Video Anomaly Detection as Cross-domain Few-shot Learning Dec 12, 2021 Anomaly Detection Cross-Domain Few-Shot
— Unverified 0ActiveLLM: Large Language Model-based Active Learning for Textual Few-Shot Scenarios May 17, 2024 Active Learning Few-Shot Learning
— Unverified 0English-Malay Word Embeddings Alignment for Cross-lingual Emotion Classification with Hierarchical Attention Network May 1, 2022 Cross-Lingual Word Embeddings Emotion Classification
— Unverified 0CancerGPT: Few-shot Drug Pair Synergy Prediction using Large Pre-trained Language Models Apr 18, 2023 Few-Shot Learning Prediction
— Unverified 0CANAL -- Cyber Activity News Alerting Language Model: Empirical Approach vs. Expensive LLM May 10, 2024 Articles Few-Shot Learning
— Unverified 0Enabling the Network to Surf the Internet Feb 24, 2021 Few-Shot Learning Self-Supervised Learning
— Unverified 0FewFedWeight: Few-shot Federated Learning Framework across Multiple NLP Tasks Dec 16, 2022 Federated Learning Few-Shot Learning
— Unverified 0Enabling ISP-less Low-Power Computer Vision Oct 11, 2022 Demosaicking Few-Shot Learning
— Unverified 0Few-Shot Learning Through an Information Retrieval Lens Jul 9, 2017 Few-Shot Learning General Classification
— Unverified 0A Self-Adaptive Learning Rate and Curriculum Learning Based Framework for Few-Shot Text Classification Nov 16, 2021 Few-Shot Learning Few-Shot Text Classification
— Unverified 0Few-shot learning using pre-training and shots, enriched by pre-trained samples Sep 19, 2020 Few-Shot Learning
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