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

'15

'20

'25

Papers (including subtopics)

Decoding with Value Networks for Neural Machine Translation NeurIPS 2017 Deconvolutional Paragraph Representation Learning NeurIPS 2017 Decoupling "when to update" from "how to update" NeurIPS 2017 Deep 360 Pilot: Learning a Deep Agent for Piloting Through 360deg Sports Videos CVPR 2017 Deep Affordance-Grounded Sensorimotor Object Recognition CVPR 2017 Deep Clustering-Based Beamforming for Separation with Unknown Number of Sources Interspeech 2017 Deep Co-Occurrence Feature Learning for Visual Object Recognition CVPR 2017 Deep Crisp Boundaries CVPR 2017 Deeper Attention to Abusive User Content Moderation EMNLP 2017 Deep Feature Interpolation for Image Content Changes CVPR 2017 DeepFM: A Factorization-Machine based Neural Network for CTR Prediction IJCAI 2017 Deep Hashing Network for Unsupervised Domain Adaptation CVPR 2017 Deep Image Matting CVPR 2017 Deep Joint Rain Detection and Removal From a Single Image CVPR 2017 Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model NeurIPS 2017 Deep Learning for Semantic Composition ACL 2017 Deep Learning Human Mind for Automated Visual Classification CVPR 2017 Deep Learning in Lexical Analysis and Parsing IJCNLP 2017 Deep Learning on Lie Groups for Skeleton-Based Action Recognition CVPR 2017 Deep Learning with Topological Signatures NeurIPS 2017 Deeply Supervised Salient Object Detection With Short Connections CVPR 2017 Deep MANTA: A Coarse-To-Fine Many-Task Network for Joint 2D and 3D Vehicle Analysis From Monocular Image CVPR 2017 Deep Metric Learning via Facility Location CVPR 2017 Deep Mixture of Linear Inverse Regressions Applied to Head-Pose Estimation CVPR 2017 Deep Multi-Scale Convolutional Neural Network for Dynamic Scene Deblurring CVPR 2017