conftrace_

Learning Types

32,670 papers (1 classified directly here)

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

Representation Learning (5,307) Multimodal Learning (3,969) Self-Supervised Learning (3,492) Transfer Learning (2,890) Adversarial Learning (2,199) Deep Learning (1,883) Contrastive Learning (1,730) Reinforcement Learning (1,500) Knowledge Distillation (1,494) Fine-Tuning (1,117) Multi-Task Learning (1,069) Domain Adaptation (977) Zero-Shot Learning (758) Unsupervised Learning (734) Few-Shot Learning (694) Classification (621) Retrieval-Augmented Generation (606) Data Augmentation (583) Semi-Supervised Learning (450) Weakly Supervised Learning (429) Continual Learning (408) In-Context Learning (387) Sequence Modeling (375) Meta-Learning (252) Metric Learning (232) Ensemble Learning (223) Federated Learning (215) Multi-Lingual Learning (199) Robustness (197) Parameter-Efficient Fine-Tuning (190) Imitation Learning (180) Prompt Engineering (170) Chain-of-Thought Reasoning (153) Curriculum Learning (146) Synthetic Data Generation (143) Reinforcement Learning from Human Feedback (141) Multi-Label Classification (123) Regression (117) Generative Model (109) Semantic Segmentation (106) Domain Generalization (105) Uncertainty Quantification (98) Controllable Generation (93) Text Generation (86) Neural Architecture Search (80) Object Detection (80) Image Generation (79) Multi-Agent Systems (76) Feature Learning (74) Preference Learning (73) Machine Translation (71) Out-of-Distribution Detection (68) Machine Unlearning (63) Generation (61) Reasoning (54) Multi-View Learning (53) Time Series (52) Instruction Tuning (50) Distributed Learning (50) Image Restoration (49) Chain-of-Thought (48) Active Learning (47) Text Classification (43) Distribution Shift (43) Structured Prediction (42) Clustering (41) Image Classification (40) Model Merging (37) Sparse Learning (36) Sequence Labeling (36) Multi-Instance Learning (35) Anomaly Detection (33) Image Processing (33) Code Generation (31) Fairness (30) Robust Learning (28) Multi-Domain Learning (27) Supervised Learning (26) Model-Based RL (25) Natural Language Generation (24) Privacy (21) Multi-Objective Optimization (19) Multi-Scale Learning (19) Neural Machine Translation (18) Causal Inference (14) Instance Segmentation (9) Interactive Learning (9) Multi-Label Learning (9) Multi-Source Learning (9) Multi-Class Classification (8)

Papers per year

1

22

25

29

26

38

46

60

109

129

179

310

686

1,294

2,286

3,018

3,254

3,930

4,067

4,819

5,737

2,605

'10

'15

'20

'25

Papers (including subtopics)

Self-Supervised MultiModal Versatile Networks NeurIPS 2020 Self-Supervised Pre-Training with Acoustic Configurations for Replay Spoofing Detection Interspeech 2020 Self-Supervised Representations Improve End-to-End Speech Translation Interspeech 2020 Self-Supervised Scene De-Occlusion CVPR 2020 Self-Supervised, Semi-Supervised, Multi-Context Learning for the Combined Classification and Segmentation of Medical Images (Student Abstract) AAAI 2020 Self-Supervised Viewpoint Learning From Image Collections CVPR 2020 Self-Supervised Visual Representation Learning from Hierarchical Grouping NeurIPS 2020 Self-Trained Deep Ordinal Regression for End-to-End Video Anomaly Detection CVPR 2020 Self-Training for Unsupervised Parsing with PRPN ACL 2020 Self-Training With Noisy Student Improves ImageNet Classification CVPR 2020 Semantically Driven Sentence Fusion: Modeling and Evaluation EMNLP 2020 Semantic Drift Compensation for Class-Incremental Learning CVPR 2020 Semantic-Guided Shared Feature Alignment for Occluded Person Re-IDentification ACML 2020 Semantic Image Manipulation Using Scene Graphs CVPR 2020 Semantic Mask for Transformer Based End-to-End Speech Recognition Interspeech 2020 Semantic Pyramid for Image Generation CVPR 2020 Semantics-Aligned Representation Learning for Person Re-Identification AAAI 2020 Semiparametric Nonlinear Bipartite Graph Representation Learning with Provable Guarantees ICML 2020 Semi-Supervised ASR by End-to-End Self-Training Interspeech 2020 Semi-supervised Category-specific Review Tagging on Indonesian E-Commerce Product Reviews ACL 2020 Semi-supervised Contextual Historical Text Normalization ACL 2020 Semi-supervised Fine-grained Approach for Arabic dialect detection task COLING 2020 Semi-supervised Formality Style Transfer using Language Model Discriminator and Mutual Information Maximization EMNLP 2020 Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction AAAI 2020 Semi-Supervised Learning for Few-Shot Image-to-Image Translation CVPR 2020