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)

Deeply Learned Filter Response Functions for Hyperspectral Reconstruction CVPR 2018 Deeply-Supervised CNN Model for Action Recognition with Trainable Feature Aggregation IJCAI 2018 Deep Marching Cubes: Learning Explicit Surface Representations CVPR 2018 Deep Metric Learning for the Target Cost in Unit-Selection Speech Synthesizer Interspeech 2018 Deep Models of Interactions Across Sets ICML 2018 Deep Multi-instance Learning with Dynamic Pooling ACML 2018 Deep Noise Tracking Network: A Hybrid Signal Processing/Deep Learning Approach to Speech Enhancement Interspeech 2018 Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation NeurIPS 2018 Deep One-Class Classification ICML 2018 Deep Ordinal Regression Network for Monocular Depth Estimation CVPR 2018 Deep Photo Enhancer: Unpaired Learning for Image Enhancement From Photographs With GANs CVPR 2018 DeepPINK: reproducible feature selection in deep neural networks NeurIPS 2018 Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal Guidance EMNLP 2018 Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition CVPR 2018 Deep Reinforcement Learning for NLP ACL 2018 Deep Reinforcement Learning in Ice Hockey for Context-Aware Player Evaluation IJCAI 2018 Deep Reinforcement Learning of Marked Temporal Point Processes NeurIPS 2018 Deep Relevance Ranking Using Enhanced Document-Query Interactions EMNLP 2018 Deep Sparse Coding for Invariant Multimodal Halle Berry Neurons CVPR 2018 Deep Spatio-Temporal Random Fields for Efficient Video Segmentation CVPR 2018 Deep-speare: A joint neural model of poetic language, meter and rhyme ACL 2018 Deep State Space Models for Time Series Forecasting NeurIPS 2018 Deep State Space Models for Unconditional Word Generation NeurIPS 2018 Deep Structured Prediction with Nonlinear Output Transformations NeurIPS 2018 Deep Unsupervised Saliency Detection: A Multiple Noisy Labeling Perspective CVPR 2018