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

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'20

'25

Papers (including subtopics)

Entity Extraction in Biomedical Corpora: An Approach to Evaluate Word Embedding Features with PSO based Feature Selection EACL 2017 Entity Linking via Joint Encoding of Types, Descriptions, and Context EMNLP 2017 Evaluation of a Silent Speech Interface Based on Magnetic Sensing and Deep Learning for a Phonetically Rich Vocabulary Interspeech 2017 Expert Gate: Lifelong Learning With a Network of Experts CVPR 2017 Explaining and Generalizing Skip-Gram through Exponential Family Principal Component Analysis EACL 2017 Exploiting Cross-Sentence Context for Neural Machine Translation EMNLP 2017 Exploiting Word Internal Structures for Generic Chinese Sentence Representation EMNLP 2017 #Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning NeurIPS 2017 Exploring Generalization in Deep Learning NeurIPS 2017 Exploring Neural Text Simplification Models ACL 2017 Exploring Vector Spaces for Semantic Relations EMNLP 2017 Extracting Visual Knowledge from the Web with Multimodal Learning IJCAI 2017 Extractive Summarization Using Multi-Task Learning with Document Classification EMNLP 2017 Failures of Gradient-Based Deep Learning ICML 2017 FASON: First and Second Order Information Fusion Network for Texture Recognition CVPR 2017 Fast Video Classification via Adaptive Cascading of Deep Models CVPR 2017 Few-Shot Adversarial Domain Adaptation NeurIPS 2017 f-GANs in an Information Geometric Nutshell NeurIPS 2017 Fine-Grained Entity Type Classification by Jointly Learning Representations and Label Embeddings EACL 2017 Fine-Grained Image Classification via Combining Vision and Language CVPR 2017 Fine-Grained Recognition as HSnet Search for Informative Image Parts CVPR 2017 Fine-Grained Recognition of Thousands of Object Categories With Single-Example Training CVPR 2017 Fisher GAN NeurIPS 2017 FOIL it! Find One mismatch between Image and Language caption ACL 2017 From Characters to Words to in Between: Do We Capture Morphology? ACL 2017