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

24

14

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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)

DogeRM: Equipping Reward Models with Domain Knowledge through Model Merging EMNLP 2024 Do LLMs Recognize me, When I is not me: Assessment of LLMs Understanding of Turkish Indexical Pronouns in Indexical Shift Contexts ACL 2024 Domain Adaptation for Dense Retrieval and Conversational Dense Retrieval through Self-Supervision by Meticulous Pseudo-Relevance Labeling COLING 2024 Domain Adaptation for Subjective Induction Questions Answering on Products by Adversarial Disentangled Learning ACL 2024 Domain Adaptation via Prompt Learning for Alzheimer’s Detection EMNLP 2024 Domain adapted machine translation: What does catastrophic forgetting forget and why? EMNLP 2024 Domain-Agnostic Adapter Architecture for Deception Detection: Extensive Evaluations with the DIFrauD Benchmark COLING 2024 Domain-Aware Data Selection for Speech Classification via Meta-Reweighting Interspeech 2024 Domain-Controlled Prompt Learning AAAI 2024 DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning NeurIPS 2024 Domain Gap Embeddings for Generative Dataset Augmentation CVPR 2024 Domain Generalization with Vital Phase Augmentation AAAI 2024 Domain-Hallucinated Updating for Multi-Domain Face Anti-spoofing AAAI 2024 Domain Invariant Learning for Gaussian Processes and Bayesian Exploration AAAI 2024 DomainInv: Domain Invariant Fine Tuning and Adversarial Label Correction For Unsupervised QA Domain Adaptation ACL 2024 Domain Randomization via Entropy Maximization ICLR 2024 Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation CVPR 2024 Domain Transferable Semantic Frames for Expert Interview Dialogues COLING 2024 Don't Compress Gradients in Random Reshuffling: Compress Gradient Differences NeurIPS 2024 Double-Checker: Large Language Model as a Checker for Few-shot Named Entity Recognition EMNLP 2024 Double-Ended Synthesis Planning with Goal-Constrained Bidirectional Search NeurIPS 2024 DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer ICLR 2024 Draw Step by Step: Reconstructing CAD Construction Sequences from Point Clouds via Multimodal Diffusion. CVPR 2024 Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data NeurIPS 2024 DRU at WojoodNER 2024: A Multi-level Method Approach ACL 2024