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

3

2

4

12

24

14

20

29

31

32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

'5

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Papers (including subtopics)

Cross-Modal Perceptionist: Can Face Geometry Be Gleaned From Voices? CVPR 2022 Cross-modal Transfer Between Vision and Language for Protest Detection EMNLP 2022 Cross-modal Transfer Learning via Multi-grained Alignment for End-to-End Spoken Language Understanding Interspeech 2022 Cross-Task Generalization via Natural Language Crowdsourcing Instructions ACL 2022 Cross-Task Knowledge Distillation in Multi-Task Recommendation AAAI 2022 Cross-Trajectory Representation Learning for Zero-Shot Generalization in RL ICLR 2022 CrowdFL: A Marketplace for Crowdsourced Federated Learning AAAI 2022 CSECU-DSG@SMM4H’22: Transformer based Unified Approach for Classification of Changes in Medication Treatments in Tweets and WebMD Reviews COLING 2022 CS/NLP at SemEval-2022 Task 4: Effective Data Augmentation Methods for Patronizing Language Detection and Multi-label Classification with RoBERTa and GPT3 SemEval 2022 CTL-MTNet: A Novel CapsNet and Transfer Learning-Based Mixed Task Net for Single-Corpus and Cross-Corpus Speech Emotion Recognition IJCAI 2022 CtrlFormer: Learning Transferable State Representation for Visual Control via Transformer ICML 2022 CUE Vectors: Modular Training of Language Models Conditioned on Diverse Contextual Signals ACL 2022 CUNI Non-Autoregressive System for the WMT 22 Efficient Translation Shared Task EMNLP 2022 CUP: Critic-Guided Policy Reuse NeurIPS 2022 CUP: Curriculum Learning based Prompt Tuning for Implicit Event Argument Extraction IJCAI 2022 Curious Exploration via Structured World Models Yields Zero-Shot Object Manipulation NeurIPS 2022 Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation IJCAI 2022 Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models ACL 2022 D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat EMNLP 2022 DaDA: Distortion-aware Domain Adaptation for Unsupervised Semantic Segmentation NeurIPS 2022 DAdaQuant: Doubly-adaptive quantization for communication-efficient Federated Learning ICML 2022 Data-adaptive Transfer Learning for Translation: A Case Study in Haitian and Jamaican COLING 2022 Data Distributional Properties Drive Emergent In-Context Learning in Transformers NeurIPS 2022 Data-Efficient Concept Extraction from Pre-trained Language Models for Commonsense Explanation Generation EMNLP 2022 Data-Efficient Double-Win Lottery Tickets from Robust Pre-training ICML 2022