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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Papers (including subtopics)

Unsupervised Multilingual Word Embeddings EMNLP 2018 Unsupervised Natural Language Generation with Denoising Autoencoders EMNLP 2018 Unsupervised Neural Machine Translation ICLR 2018 Unsupervised Neural Word Segmentation for Chinese via Segmental Language Modeling EMNLP 2018 Unsupervised Person Image Synthesis in Arbitrary Poses CVPR 2018 Unsupervised Source Hierarchies for Low-Resource Neural Machine Translation ACL 2018 Unsupervised Sparse Dirichlet-Net for Hyperspectral Image Super-Resolution CVPR 2018 Unsupervised Textual Grounding: Linking Words to Image Concepts CVPR 2018 Unsupervised Training for 3D Morphable Model Regression CVPR 2018 Using a Deep Learning Dialogue Research Toolkit in a Multilingual Multidomain Practical Application IJCAI 2018 Using Author Embeddings to Improve Tweet Stance Classification EMNLP 2018 Using Deep Neural Networks for Identification of Slavic Languages from Acoustic Signal Interspeech 2018 Using Monolingual Data in Neural Machine Translation: a Systematic Study EMNLP 2018 Using pseudo-senses for improving the extraction of synonyms from word embeddings ACL 2018 Using Trusted Data to Train Deep Networks on Labels Corrupted by Severe Noise NeurIPS 2018 Using Wikipedia Edits in Low Resource Grammatical Error Correction EMNLP 2018 UV-GAN: Adversarial Facial UV Map Completion for Pose-Invariant Face Recognition CVPR 2018 UWB at IEST 2018: Emotion Prediction in Tweets with Bidirectional Long Short-Term Memory Neural Network EMNLP 2018 Verifiable Reinforcement Learning via Policy Extraction NeurIPS 2018 Video Person Re-Identification With Competitive Snippet-Similarity Aggregation and Co-Attentive Snippet Embedding CVPR 2018 Video Prediction via Selective Sampling NeurIPS 2018 Video Rain Streak Removal by Multiscale Convolutional Sparse Coding CVPR 2018 Video Representation Learning Using Discriminative Pooling CVPR 2018 Virtual Class Enhanced Discriminative Embedding Learning NeurIPS 2018 Virtual-to-Real: Learning to Control in Visual Semantic Segmentation IJCAI 2018