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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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)

Set-to-Sequence Ranking-Based Concept-Aware Learning Path Recommendation AAAI 2023 SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting EMNLP 2023 Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study EMNLP 2023 ShapeTalk: A Language Dataset and Framework for 3D Shape Edits and Deformations CVPR 2023 Share Your Representation Only: Guaranteed Improvement of the Privacy-Utility Tradeoff in Federated Learning ICLR 2023 Sharing, Teaching and Aligning: Knowledgeable Transfer Learning for Cross-Lingual Machine Reading Comprehension EMNLP 2023 Sharp Bounds for Generalized Causal Sensitivity Analysis NeurIPS 2023 SharPT: Shared Latent Space Prompt Tuning EACL 2023 shefnlp at SemEval-2023 Task 10: Compute-Efficient Category Adapters SemEval 2023 Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search ICML 2023 SHOT: Suppressing the Hessian along the Optimization Trajectory for Gradient-Based Meta-Learning NeurIPS 2023 Silp_nlp at SemEval-2023 Task 2: Cross-lingual Knowledge Transfer for Mono-lingual Learning SemEval 2023 Sim2real Transfer Learning for Point Cloud Segmentation: An Industrial Application Case on Autonomous Disassembly WACV 2023 SimFBO: Towards Simple, Flexible and Communication-efficient Federated Bilevel Learning NeurIPS 2023 Simple and Effective Unsupervised Speech Translation ACL 2023 Simple Embodied Language Learning as a Byproduct of Meta-Reinforcement Learning ICML 2023 Simple Emergent Action Representations from Multi-Task Policy Training ICLR 2023 Simple Transferability Estimation for Regression Tasks UAI 2023 SINC: Self-Supervised In-Context Learning for Vision-Language Tasks ICCV 2023 Single-shot General Hyper-parameter Optimization for Federated Learning ICLR 2023 SinGRAF: Learning a 3D Generative Radiance Field for a Single Scene CVPR 2023 SJTU-MTLAB’s Submission to the WMT23 Word-Level Auto Completion Task EMNLP 2023 Sketching for First Order Method: Efficient Algorithm for Low-Bandwidth Channel and Vulnerability ICML 2023 Skill-Based Few-Shot Selection for In-Context Learning EMNLP 2023 SkyEye: Self-Supervised Bird's-Eye-View Semantic Mapping Using Monocular Frontal View Images CVPR 2023