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

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Papers (including subtopics)

Monocular 3D Pose and Shape Estimation of Multiple People in Natural Scenes - The Importance of Multiple Scene Constraints CVPR 2018 Monocular Relative Depth Perception With Web Stereo Data Supervision CVPR 2018 Moon IME: Neural-based Chinese Pinyin Aided Input Method with Customizable Association ACL 2018 Morphosyntactic Tagging with a Meta-BiLSTM Model over Context Sensitive Token Encodings ACL 2018 Motion-Guided Cascaded Refinement Network for Video Object Segmentation CVPR 2018 Multi-Agent Diverse Generative Adversarial Networks CVPR 2018 Multi-Cell Detection and Classification Using a Generative Convolutional Model CVPR 2018 Multi-Content GAN for Few-Shot Font Style Transfer CVPR 2018 Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination EMNLP 2018 Multi-encoder Transformer Network for Automatic Post-Editing EMNLP 2018 Multi-Evidence Filtering and Fusion for Multi-Label Classification, Object Detection and Semantic Segmentation Based on Weakly Supervised Learning CVPR 2018 Multi-Input Attention for Unsupervised OCR Correction ACL 2018 Multi-Layered Gradient Boosting Decision Trees NeurIPS 2018 Multi-Level Factorisation Net for Person Re-Identification CVPR 2018 Multi-Level Fusion Based 3D Object Detection From Monocular Images CVPR 2018 Multi-Level Policy and Reward Reinforcement Learning for Image Captioning IJCAI 2018 Multi-Level Structured Self-Attentions for Distantly Supervised Relation Extraction EMNLP 2018 Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding EMNLP 2018 Multilingual Seq2seq Training with Similarity Loss for Cross-Lingual Document Classification ACL 2018 Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment ACL 2018 Multimodal Explanations: Justifying Decisions and Pointing to the Evidence CVPR 2018 Multimodal Frame Identification with Multilingual Evaluation NAACL 2018 Multimodal Generative Models for Scalable Weakly-Supervised Learning NeurIPS 2018 Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph ACL 2018 Multimodal Language Analysis with Recurrent Multistage Fusion EMNLP 2018