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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Papers (including subtopics)

Unsupervised Disambiguation of Syncretism in Inflected Lexicons NAACL 2018 Unsupervised Discovery of Non-native Phonetic Patterns in L2 English Speech for Mispronunciation Detection and Diagnosis Interspeech 2018 Unsupervised Discovery of Object Landmarks as Structural Representations CVPR 2018 Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog Generation ACL 2018 Unsupervised Disentangled Representation Learning with Analogical Relations IJCAI 2018 Unsupervised Feature Learning via Non-Parametric Instance Discrimination CVPR 2018 Unsupervised Identification of Study Descriptors in Toxicology Research: An Experimental Study EMNLP 2018 Unsupervised Image-to-Image Translation Using Domain-Specific Variational Information Bound NeurIPS 2018 Unsupervised Induction of Linguistic Categories with Records of Reading, Speaking, and Writing NAACL 2018 Unsupervised Keyphrase Extraction with Multipartite Graphs NAACL 2018 Unsupervised Learning and Segmentation of Complex Activities From Video CVPR 2018 Unsupervised Learning based Jump-Diffusion Process for Object Tracking in Video Surveillance IJCAI 2018 Unsupervised Learning of Artistic Styles with Archetypal Style Analysis NeurIPS 2018 Unsupervised Learning of Distributional Relation Vectors ACL 2018 Unsupervised Learning of Goal Spaces for Intrinsically Motivated Goal Exploration ICLR 2018 Unsupervised Learning of Monocular Depth Estimation and Visual Odometry With Deep Feature Reconstruction CVPR 2018 Unsupervised Learning of Object Landmarks through Conditional Image Generation NeurIPS 2018 Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram Features NAACL 2018 Unsupervised Learning of Shape and Pose with Differentiable Point Clouds NeurIPS 2018 Unsupervised Learning of Style-sensitive Word Vectors ACL 2018 Unsupervised Learning of Syntactic Structure with Invertible Neural Projections EMNLP 2018 Unsupervised Learning of View-invariant Action Representations NeurIPS 2018 Unsupervised Morphology Learning with Statistical Paradigms COLING 2018 Unsupervised Multilingual Word Embeddings EMNLP 2018 Unsupervised Natural Language Generation with Denoising Autoencoders EMNLP 2018