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

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12

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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)

Distill, Fuse, Pre-train: Towards Effective Event Causality Identification with Commonsense-Aware Pre-trained Model COLING 2024 Distilling Causal Effect of Data in Continual Few-shot Relation Learning COLING 2024 DistillNeRF: Perceiving 3D Scenes from Single-Glance Images by Distilling Neural Fields and Foundation Model Features NeurIPS 2024 Distractor Generation in Multiple-Choice Tasks: A Survey of Methods, Datasets, and Evaluation EMNLP 2024 Distributed Manifold Hashing for Image Set Classification and Retrieval AAAI 2024 Distributionally Robust Off-Dynamics Reinforcement Learning: Provable Efficiency with Linear Function Approximation AISTATS 2024 Distributional Preference Alignment of LLMs via Optimal Transport NeurIPS 2024 Distribution Shifts Are Bottlenecks: Extensive Evaluation for Grounding Language Models to Knowledge Bases EACL 2024 DI-V2X: Learning Domain-Invariant Representation for Vehicle-Infrastructure Collaborative 3D Object Detection AAAI 2024 Diversity-Authenticity Co-constrained Stylization for Federated Domain Generalization in Person Re-identification AAAI 2024 Divide and not forget: Ensemble of selectively trained experts in Continual Learning ICLR 2024 DLCA-Recon: Dynamic Loose Clothing Avatar Reconstruction from Monocular Videos AAAI 2024 DMC-VB: A Benchmark for Representation Learning for Control with Visual Distractors NeurIPS 2024 DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mutual Reconstruction AAAI 2024 DMoERM: Recipes of Mixture-of-Experts for Effective Reward Modeling ACL 2024 DNA Language Model and Interpretable Graph Neural Network Identify Genes and Pathways Involved in Rare Diseases ACL 2024 DoDo Learning: Domain-Demographic Transfer in Language Models for Detecting Abuse Targeted at Public Figures COLING 2024 Does Any AI-Based Activity Contribute to Develop AI Conception? A Case Study with Italian Fifth and Sixth Grade Classes AAAI 2024 Does Egalitarian Fairness Lead to Instability? The Fairness Bounds in Stable Federated Learning Under Altruistic Behaviors NeurIPS 2024 Does Few-Shot Learning Suffer from Backdoor Attacks? AAAI 2024 Does Fine-tuning a Classifier Help in Low-budget Scenarios? Not Much NAACL 2024 Does the Order Matter? Curriculum Learning over Languages COLING 2024 Does Worst-Performing Agent Lead the Pack? Analyzing Agent Dynamics in Unified Distributed SGD NeurIPS 2024 DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting NeurIPS 2024 DOGE: Domain Reweighting with Generalization Estimation ICML 2024