conftrace_

Learning Paradigms

14,967 papers (9 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Transfer Learning (8,172) Few-Shot Learning (2,681) Meta-Learning (1,719) Federated Learning (1,560) Zero-Shot Learning (878) Continual Learning (189) Domain Adaptation (184) Self-Supervised Learning (158) Active Learning (154) Multi-Task Learning (145) Semi-Supervised Learning (86) In-Context Learning (53) Unsupervised Learning (53) Domain Generalization (26) Weakly Supervised Learning (23)

Papers per year

3

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12

24

14

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29

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32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

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Papers (including subtopics)

Howard University-AI4PC at SemEval-2025 Task 7: Crosslingual Fact-Checked Claim Retrieval-Combining Zero-Shot Claim Extraction and KNN-Based Classification for Multilingual Claim Matching SemEval 2025 Howard University-AI4PC at SemEval-2025 Task 8: DeepTabCoder - Code-based Retrieval and In-context Learning for Question-Answering over Tabular Data SemEval 2025 Howard University-AI4PC at SemEval-2025 Task 9: Using Open-weight BART-MNLI for Zero Shot Classification of Food Recall Documents SemEval 2025 How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? AAAI 2025 How Do Large Language Models Perform in Dynamical System Modeling NAACL 2025 How Many Languages Make Good Multilingual Instruction Tuning? A Case Study on BLOOM COLING 2025 How many words does it take to understand a low-resource language? NAACL 2025 How Much is Too Much? Exploring LoRA Rank Trade-offs for Retaining Knowledge and Domain Robustness IJCNLP 2025 How Sememic Components Can Benefit Link Prediction for Lexico-Semantic Knowledge Graphs? EMNLP 2025 How to Fine-Tune Safely on a Budget: Model Adaptation Using Minimal Resources EMNLP 2025 How to Merge Your Multimodal Models Over Time? CVPR 2025 How to Teach Programming in the AI Era? Using LLMs as a Teachable Agent for Debugging (Extended Abstract) IJCAI 2025 How Well Can Transformers Emulate In-Context Newton’s Method? AISTATS 2025 HQ-CLIP: Leveraging Large Vision-Language Models to Create High-Quality Image-Text Datasets and CLIP Models ICCV 2025 Human2LocoMan: Learning Versatile Quadrupedal Manipulation with Human Pretraining RSS 2025 Human and LLM-based Assessment of Teaching Acts in Expert-led Explanatory Dialogues EMNLP 2025 Human–LLM Benchmarks for Bangla Dialect Translation: Sylheti and Chittagonian on the BanglaCHQ-Summ Corpus AACL 2025 HW-TSC’s Submissions to the WMT 2025 Segment-level Quality Score Prediction Task EMNLP 2025 Hybrid Data-Free Knowledge Distillation AAAI 2025 Hybrid Transfer Reinforcement Learning: Provable Sample Efficiency from Shifted-Dynamics Data AISTATS 2025 HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging EMNLP 2025 HyGenar: An LLM-Driven Hybrid Genetic Algorithm for Few-Shot Grammar Generation ACL 2025 HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications NAACL 2025 Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation CVPR 2025 Hypernetwork Aggregation for Decentralized Personalized Federated Learning IJCAI 2025