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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'25

Papers (including subtopics)

Learning Selfie-Friendly Abstraction from Artistic Style Images ACML 2018 Learning Semantic Concepts and Order for Image and Sentence Matching CVPR 2018 Learning Semantic Sentence Embeddings using Sequential Pair-wise Discriminator COLING 2018 Learning semantic similarity in a continuous space NeurIPS 2018 Learning Semantic Textual Similarity from Conversations ACL 2018 Learning Sentiment Memories for Sentiment Modification without Parallel Data EMNLP 2018 Learning Simplifications for Specific Target Audiences ACL 2018 Learning Spatial-Aware Regressions for Visual Tracking CVPR 2018 Learning Thematic Similarity Metric from Article Sections Using Triplet Networks ACL 2018 Learning to Collaborate for Question Answering and Asking NAACL 2018 Learning to Compare: Relation Network for Few-Shot Learning CVPR 2018 Learning to Control the Specificity in Neural Response Generation ACL 2018 Learning to Detect Features in Texture Images CVPR 2018 Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks EMNLP 2018 Learning to Estimate 3D Human Pose and Shape From a Single Color Image CVPR 2018 Learning to Find Good Correspondences CVPR 2018 Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks CVPR 2018 Learning to Localize Sound Source in Visual Scenes CVPR 2018 Learning to Multitask NeurIPS 2018 Learning to Reason with Third Order Tensor Products NeurIPS 2018 Learning to Reconstruct Shapes from Unseen Classes NeurIPS 2018 Learning to See in the Dark CVPR 2018 Learning to Segment Inputs for NMT Favors Character-Level Processing EMNLP 2018 Learning to Sketch With Shortcut Cycle Consistency CVPR 2018 Learning To Split and Rephrase From Wikipedia Edit History EMNLP 2018