conftrace_

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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526

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477

660

1,314

2,083

3,689

4,652

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6,826

8,201

8,755

9,258

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2000

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Papers (including subtopics)

Tracking the Best Expert in Non-stationary Stochastic Environments NeurIPS 2016 Training Data Enrichment for Infrequent Discourse Relations COLING 2016 Tree-Structured Reinforcement Learning for Sequential Object Localization NeurIPS 2016 Tweet Sarcasm Detection Using Deep Neural Network COLING 2016 Two Illuminant Estimation and User Correction Preference CVPR 2016 Two-View Label Propagation to Semi-supervised Reader Emotion Classification COLING 2016 Uncovering Voice Misuse Using Symbolic Mismatch MLHC 2016 Understanding the Lexical Simplification Needs of Non-Native Speakers of English COLING 2016 Unsupervised Adaptation of Recurrent Neural Network Language Models Interspeech 2016 Unsupervised Bottleneck Features for Low-Resource Query-by-Example Spoken Term Detection Interspeech 2016 Unsupervised Cross-Dataset Transfer Learning for Person Re-Identification CVPR 2016 Unsupervised Deep Auditory Model Using Stack of Convolutional RBMs for Speech Recognition Interspeech 2016 Unsupervised Deep Embedding for Clustering Analysis ICML 2016 Unsupervised Domain Adaptation with Residual Transfer Networks NeurIPS 2016 Unsupervised Ensemble Learning with Dependent Classifiers AISTATS 2016 Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA NeurIPS 2016 Unsupervised Feature Selection by Preserving Stochastic Neighbors AISTATS 2016 Unsupervised Joint Estimation of Grapheme-to-Phoneme Conversion Systems and Acoustic Model Adaptation for Non-Native Speech Recognition Interspeech 2016 Unsupervised Learning for Physical Interaction through Video Prediction NeurIPS 2016 Unsupervised Learning From Narrated Instruction Videos CVPR 2016 Unsupervised Learning from Noisy Networks with Applications to Hi-C Data NeurIPS 2016 Unsupervised Learning of 3D Structure from Images NeurIPS 2016 Unsupervised Learning of Acoustic Units Using Autoencoders and Kohonen Nets Interspeech 2016 Unsupervised Learning of Discriminative Attributes and Visual Representations CVPR 2016 Unsupervised Learning of Edges CVPR 2016