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

20

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)

nlpBDpatriots at BLP-2023 Task 2: A Transfer Learning Approach towards Bangla Sentiment Analysis EMNLP 2023 NLPeople at SemEval-2023 Task 2: A Staged Approach for Multilingual Named Entity Recognition SemEval 2023 NLP-Titan at SemEval-2023 Task 6: Identification of Rhetorical Roles Using Sequential Sentence Classification SemEval 2023 No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Synthetic and Fixed Classifier ICCV 2023 Noisy Correspondence Learning With Meta Similarity Correction CVPR 2023 NollySenti: Leveraging Transfer Learning and Machine Translation for Nigerian Movie Sentiment Classification ACL 2023 Non-IID Transfer Learning on Graphs AAAI 2023 Nonparametric Iterative Machine Teaching ICML 2023 No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation ICML 2023 No Reason for No Supervision: Improved Generalization in Supervised Models ICLR 2023 No-Regret Learning in Dynamic Competition with Reference Effects Under Logit Demand NeurIPS 2023 Not All Features Matter: Enhancing Few-shot CLIP with Adaptive Prior Refinement ICCV 2023 Not All Out-of-Distribution Data Are Harmful to Open-Set Active Learning NeurIPS 2023 Nothing but Regrets — Privacy-Preserving Federated Causal Discovery AISTATS 2023 NS3D: Neuro-Symbolic Grounding of 3D Objects and Relations CVPR 2023 NTK-SAP: Improving neural network pruning by aligning training dynamics ICLR 2023 NUS-IDS at PragTag-2023: Improving Pragmatic Tagging of Peer Reviews through Unlabeled Data EMNLP 2023 NutriAI: AI-Powered Child Malnutrition Assessment in Low-Resource Environments IJCAI 2023 Nyström Method for Accurate and Scalable Implicit Differentiation AISTATS 2023 Object Detection in Real Open Environment IJCAI 2023 Obstructive Sleep Apnea Detection using Pre-trained Speech Representations Interspeech 2023 OCELOT: Overlapped Cell on Tissue Dataset for Histopathology CVPR 2023 Offline Imitation Learning with Suboptimal Demonstrations via Relaxed Distribution Matching AAAI 2023 Offline Meta Reinforcement Learning with In-Distribution Online Adaptation ICML 2023 Offline Q-learning on Diverse Multi-Task Data Both Scales And Generalizes ICLR 2023