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Learning Types

56,253 papers (3 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Self-Supervised Learning (8,965) Adversarial Learning (5,204) Unsupervised Learning (4,874) Transfer Learning (4,808) Weakly Supervised Learning (3,938) Contrastive Learning (3,748) Zero-Shot Learning (3,130) Semi-Supervised Learning (3,128) Reinforcement Learning (3,118) Multi-Task Learning (2,556) Evaluation (2,164) Continual Learning (2,107) Active Learning (1,983) Few-Shot Learning (1,840) Deep Learning (1,404) Online Learning (1,360) Multi-Armed Bandits (1,327) Multimodal Learning (1,289) Supervised Learning (986) Multi-Agent Systems (813) Uncertainty Quantification (805) Causal Inference (636) Robustness (576) Retrieval-Augmented Generation (565) Fine-Tuning (490) Ensemble Learning (482) In-Context Learning (439) Multi-Label Classification (430) Imitation Learning (387) Prompt Engineering (270) Multi-Lingual Learning (269) Distribution Shift (264) Reinforcement Learning from Human Feedback (209) Regularization (207) Exploration-Exploitation (203) Generative Models (200) Multi-Objective Optimization (185) Out-of-Distribution Detection (176) Sparse Learning (165) Sampling (150) Preference Learning (136) Offline Reinforcement Learning (130) Multi-Label Learning (128) Markov Decision Process (127) Neural Architecture Search (122) Multi-Instance Learning (121) Multi-View Learning (117) Robust Learning (110) Generative Model (110) Time Series (108) Large Language Models (104) Exploration (103) Hyperparameter Optimization (99) Machine Unlearning (95) Imbalanced Learning (93) Machine Translation (93) Multi-Class Classification (85) Differential Privacy (82) Time Series Analysis (71) Reasoning (70) Calibration (67) Structure Learning (66) Physics-Informed Learning (62) Class Imbalance (58) Model-Based RL (55) Interactive Learning (55) Multi-Domain Learning (47) Inverse Reinforcement Learning (46) Crowdsourcing (40) Off-Policy Learning (38) Label Noise (38) Noisy Label Learning (35) Offline RL (32) Attention (32) Evolutionary Algorithm (32) Decision Making (31) Policy Learning (30) Personalization (28) Low-Resource Learning (26) Collaborative Filtering (25) Self-Training (24) Sequential Modeling (24) Parameter Estimation (23) Survival Analysis (21) Machine Learning (20) Parameter-Efficient Fine-Tuning (20) Synthetic Data Generation (20) Annotation (18) Symbolic Regression (18) AutoML (16) Security (15) Multi-Source Learning (13) Distant Supervision (13) Text Generation (11) Distributional Reinforcement Learning (9) Sentiment Analysis (9) Multi-Hop Reasoning (9) Language Modeling (9) Code Generation (8) Multi-Object Tracking (8) Natural Language Inference (7) Chain-of-Thought (6) Question Answering (5)

Papers per year

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2000
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Papers (including subtopics)

Zero-Shot Cross-Lingual Dependency Parsing through Contextual Embedding Transformation EACL 2021 Zero-shot cross-lingual Meaning Representation Transfer: Annotation of Hungarian using the Prague Functional Generative Description EMNLP 2021 Zero-Shot Cross-Lingual Phonetic Recognition with External Language Embedding Interspeech 2021 Zero-Shot Cross-Lingual Transfer is a Hard Baseline to Beat in German Fine-Grained Entity Typing EMNLP 2021 Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection EMNLP 2021 Zero-shot Fact Verification by Claim Generation ACL 2021 Zero-Shot Federated Learning with New Classes for Audio Classification Interspeech 2021 Zero-shot Generalization in Dialog State Tracking through Generative Question Answering EACL 2021 Zero-Shot Information Extraction as a Unified Text-to-Triple Translation EMNLP 2021 Zero-Shot Information Extraction to Enhance a Knowledge Graph Describing Silk Textiles EMNLP 2021 Zero-Shot Instance Segmentation CVPR 2021 Zero-Shot Joint Modeling of Multiple Spoken-Text-Style Conversion Tasks Using Switching Tokens Interspeech 2021 Zero-Shot Natural Language Video Localization ICCV 2021 Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation EACL 2021 Zero-Shot Recognition via Optimal Transport WACV 2021 Zero-shot Sequence Labeling for Transformer-based Sentence Classifiers ACL 2021 Zero-Shot Single Image Restoration Through Controlled Perturbation of Koschmieder's Model CVPR 2021 Zero-shot Synthesis with Group-Supervised Learning ICLR 2021 Zero-Shot Text-to-Speech for Text-Based Insertion in Audio Narration Interspeech 2021 Zeroth-Order Non-Convex Learning via Hierarchical Dual Averaging ICML 2021 ZJU’s IWSLT 2021 Speech Translation System ACL 2021 Zoo-Tuning: Adaptive Transfer from A Zoo of Models ICML 2021 Z-Score Normalization, Hubness, and Few-Shot Learning ICCV 2021 12-in-1: Multi-Task Vision and Language Representation Learning CVPR 2020 3D Human Pose Estimation Using Spatio-Temporal Networks with Explicit Occlusion Training AAAI 2020