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 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 Spatial Reasoning on Multi-View Line Drawings CVPR 2022 Self-Supervised Spatiotemporal Representation Learning by Exploiting Video Continuity AAAI 2022 Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites CVPR 2022 Self-Supervised Transformers for Unsupervised Object Discovery Using Normalized Cut CVPR 2022 Self-Supervised Video Transformer CVPR 2022 Self-Supervised Visual Representation Learning with Semantic Grouping NeurIPS 2022 Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning CVPR 2022 Self-Training Multi-Sequence Learning with Transformer for Weakly Supervised Video Anomaly Detection AAAI 2022 Semantically Contrastive Learning for Low-Light Image Enhancement AAAI 2022 Semantically Distributed Robust Optimization for Vision-and-Language Inference ACL 2022 Semantic-aware Contrastive Learning for More Accurate Semantic Parsing EMNLP 2022 Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels AAAI 2022 Semantic Cross Attention for Few-shot Learning ACML 2022 Semantic Feature Discovery with Code Mining and Semantic Type Detection AAAI 2022 Semantic Feature Extraction for Generalized Zero-Shot Learning AAAI 2022 Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities EMNLP 2022 Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-Based Encoder AAAI 2022 Semantic Probabilistic Layers for Neuro-Symbolic Learning NeurIPS 2022 Semantic Segmentation by Early Region Proxy CVPR 2022 Semantic Segmentation of Legal Documents via Rhetorical Roles EMNLP 2022 Semantic-Shape Adaptive Feature Modulation for Semantic Image Synthesis CVPR 2022 Semantic Simplification for Sentiment Classification EMNLP 2022