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)

Acoustic Modeling Using Adversarially Trained Variational Recurrent Neural Network for Speech Synthesis Interspeech 2018 Action Sets: Weakly Supervised Action Segmentation Without Ordering Constraints CVPR 2018 Active learning for deep semantic parsing ACL 2018 Active Matting NeurIPS 2018 Actor and Action Video Segmentation From a Sentence CVPR 2018 Actor and Observer: Joint Modeling of First and Third-Person Videos CVPR 2018 AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation CVPR 2018 Adapting Multilingual NMT to Extremely Low Resource Languages FBK’s Participation in the Basque-English Low-Resource MT Task, IWSLT 2018 EMNLP 2018 Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization EMNLP 2018 Adaptive Knowledge Sharing in Multi-Task Learning: Improving Low-Resource Neural Machine Translation ACL 2018 Adaptive Multi-pass Decoder for Neural Machine Translation EMNLP 2018 Adaptive Sampling Towards Fast Graph Representation Learning NeurIPS 2018 Adaptive Scaling for Sparse Detection in Information Extraction ACL 2018 A Data Driven Approach to Predicting Rating Scores for New Restaurants ACML 2018 A Deep Dive into Word Sense Disambiguation with LSTM COLING 2018 A Deeper Look at Power Normalizations CVPR 2018 A Deep Identity Representation for Noise Robust Spoofing Detection Interspeech 2018 A Deep Learning Based Approach to Transliteration ACL 2018 A Deep Neural Network Sentence Level Classification Method with Context Information EMNLP 2018 A Document Descriptor using Covariance of Word Vectors ACL 2018 AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples ACL 2018 Adversarial Active Learning for Sequences Labeling and Generation IJCAI 2018 Adversarial Attribute-Image Person Re-identification IJCAI 2018 Adversarial Complementary Learning for Weakly Supervised Object Localization CVPR 2018 Adversarial Contrastive Estimation ACL 2018