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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66

53

67

103

206

482

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1,124

1,566

1,867

2,410

2,658

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856

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Papers (including subtopics)

Cleaning Noisy Labels by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation WACV 2022 Clickbait Detection via Contrastive Variational Modelling of Text and Label IJCAI 2022 CLIP4IDC: CLIP for Image Difference Captioning AACL 2022 CLIP Models are Few-Shot Learners: Empirical Studies on VQA and Visual Entailment ACL 2022 CLLE: A Benchmark for Continual Language Learning Evaluation in Multilingual Machine Translation EMNLP 2022 CL-NERIL: A Cross-Lingual Model for NER in Indian Languages (Student Abstract) AAAI 2022 CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP NeurIPS 2022 Cloze Evaluation for Deeper Understanding of Commonsense Stories in Indonesian ACL 2022 CLUES: A Benchmark for Learning Classifiers using Natural Language Explanations ACL 2022 Cluster-Guided Image Synthesis With Unconditional Models CVPR 2022 Clustering-based Wake Word Detection in Privacy-aware Acoustic Sensor Networks Interspeech 2022 Cluster & Tune: Boost Cold Start Performance in Text Classification ACL 2022 CMB AI Lab at SemEval-2022 Task 11: A Two-Stage Approach for Complex Named Entity Recognition via Span Boundary Detection and Span Classification SemEval 2022 CML: A Contrastive Meta Learning Method to Estimate Human Label Confidence Scores and Reduce Data Collection Cost ACL 2022 CNN for Modeling Sanskrit Originated Bengali and Hindi Language AACL 2022 COCOA: Context-Conditional Adaptation for Recognizing Unseen Classes in Unseen Domains WACV 2022 COCO-DR: Combating the Distribution Shift in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning EMNLP 2022 CoDA21: Evaluating Language Understanding Capabilities of NLP Models With Context-Definition Alignment ACL 2022 CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning NeurIPS 2022 CogTaskonomy: Cognitively Inspired Task Taxonomy Is Beneficial to Transfer Learning in NLP ACL 2022 Cold Brew: Distilling Graph Node Representations with Incomplete or Missing Neighborhoods ICLR 2022 Collaborative Learning for Hand and Object Reconstruction With Attention-Guided Graph Convolution CVPR 2022 CoLo: A Contrastive Learning Based Re-ranking Framework for One-Stage Summarization COLING 2022 Combinatory Grammar Tells Underlying Relevance among Entities EMNLP 2022 Communication Acceleration of Local Gradient Methods via an Accelerated Primal-Dual Algorithm with an Inexact Prox NeurIPS 2022