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)

Enhancing Voice Wake-Up for Dysarthria: Mandarin Dysarthria Speech Corpus Release and Customized System Design Interspeech 2024 Enhancing Zero-Shot Multi-Speaker TTS with Negated Speaker Representations AAAI 2024 Enhancing Zero-Shot Vision Models by Label-Free Prompt Distribution Learning and Bias Correcting NeurIPS 2024 Ensemble Distillation for Unsupervised Constituency Parsing ICLR 2024 Entity Disambiguation via Fusion Entity Decoding NAACL 2024 Environment Curriculum Generation via Large Language Models CoRL 2024 Epitopological learning and Cannistraci-Hebb network shape intelligence brain-inspired theory for ultra-sparse advantage in deep learning ICLR 2024 EpLSA: Synergy of Expert-prefix Mixtures and Task-Oriented Latent Space Adaptation for Diverse Generative Reasoning COLING 2024 EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations ICLR 2024 ESCAPE: Encoding Super-keypoints for Category-Agnostic Pose Estimation CVPR 2024 Escaping Saddle Points in Heterogeneous Federated Learning via Distributed SGD with Communication Compression AISTATS 2024 Estimating before Debiasing: A Bayesian Approach to Detaching Prior Bias in Federated Semi-Supervised Learning IJCAI 2024 EthioMT: Parallel Corpus for Low-resource Ethiopian Languages COLING 2024 EU DisinfoTest: a Benchmark for Evaluating Language Models’ Ability to Detect Disinformation Narratives EMNLP 2024 Evaluating Chinese Large Language Models on Discipline Knowledge Acquisition via Memorization and Robustness Assessment ACL 2024 Evaluating Language Models in Location Referring Expression Extraction from Early Modern and Contemporary Japanese Texts EMNLP 2024 Evaluating Large Language Models along Dimensions of Language Variation: A Systematik Invesdigatiom uv Cross-lingual Generalization EMNLP 2024 Evaluating Performance of Pre-trained Word Embeddings on Assamese, a Low-resource Language COLING 2024 Evaluating Self-Supervised Speech Representations for Indigenous American Languages COLING 2024 Evaluating the Efficacy of Large Acoustic Model for Documenting Non-Orthographic Tribal Languages in India COLING 2024 Evaluating the Factuality of Zero-shot Summarizers Across Varied Domains EACL 2024 Evaluating Transferability in Retrieval Tasks: An Approach Using MMD and Kernel Methods CVPR 2024 Evaluating Transformer-Enhanced Deep Reinforcement Learning for Speech Emotion Recognition Interspeech 2024 Evaluating WMT 2024 Metrics Shared Task Submissions on AfriMTE (the African Challenge Set) EMNLP 2024 Evaluation Dataset for Lexical Translation Consistency in Chinese-to-English Document-level Translation COLING 2024