Skip to content
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

1
20
220
477
4,652
9,258
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

Self-Supervised Pretraining for RGB-D Salient Object Detection AAAI 2022 Self-Supervised Pretraining Improves Self-Supervised Pretraining WACV 2022 Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis CVPR 2022 Self-supervised Product Title Rewrite for Product Listing Ads NAACL 2022 Self-supervised Representation Fusion for Speech and Wearable Based Emotion Recognition Interspeech 2022 Self-Supervised Representation Learning for High-Content Screening MIDL 2022 Self-supervised Representation Learning for Speech Processing NAACL 2022 Self-Supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss AAAI 2022 Self-Supervised Representation Learning via Latent Graph Prediction ICML 2022 Self-supervised representations for multi-view reinforcement learning UAI 2022 Self-supervised Rewiring of Pre-trained Speech Encoders:Towards Faster Fine-tuning with Less Labels in Speech Processing EMNLP 2022 Self-Supervised Robust Scene Flow Estimation via the Alignment of Probability Density Functions AAAI 2022 Self-supervised Semantic-driven Phoneme Discovery for Zero-resource Speech Recognition ACL 2022 Self-supervised Semantic Segmentation Grounded in Visual Concepts IJCAI 2022 Self-Supervised Shape Alignment for Sports Field Registration WACV 2022 Self-Supervised Spatial Reasoning on Multi-View Line Drawings CVPR 2022 Self-Supervised Spatiotemporal Representation Learning by Exploiting Video Continuity AAAI 2022 Self-supervised Speaker Diarization Interspeech 2022 Self-Supervised Speaker Verification Using Dynamic Loss-Gate and Label Correction Interspeech 2022 Self-supervised speech unit discovery from articulatory and acoustic features using VQ-VAE Interspeech 2022 Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites CVPR 2022 Self-supervised surround-view depth estimation with volumetric feature fusion NeurIPS 2022 Self-Supervised Test-Time Adaptation on Video Data WACV 2022 Self-Supervised Transformers for fMRI representation MIDL 2022 Self-Supervised Transformers for Unsupervised Object Discovery Using Normalized Cut CVPR 2022