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)

A Compact Embedding for Facial Expression Similarity CVPR 2019 A Comparative Analysis of Expected and Distributional Reinforcement Learning AAAI 2019 A Corpus for Reasoning about Natural Language Grounded in Photographs ACL 2019 A coupled autoencoder approach for multi-modal analysis of cell types NeurIPS 2019 A Cross-Season Correspondence Dataset for Robust Semantic Segmentation CVPR 2019 Action4D: Online Action Recognition in the Crowd and Clutter CVPR 2019 Actional-Structural Graph Convolutional Networks for Skeleton-Based Action Recognition CVPR 2019 Action Knowledge Transfer for Action Prediction with Partial Videos AAAI 2019 Action Recognition From Single Timestamp Supervision in Untrimmed Videos CVPR 2019 Active Generative Adversarial Network for Image Classification AAAI 2019 Active Learning with Partial Feedback ICLR 2019 Actively Seeking and Learning From Live Data CVPR 2019 Activity Driven Weakly Supervised Object Detection CVPR 2019 ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering AAAI 2019 Actor-Critic Instance Segmentation CVPR 2019 AdaCos: Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations CVPR 2019 AdaFrame: Adaptive Frame Selection for Fast Video Recognition CVPR 2019 AdaGraph: Unifying Predictive and Continuous Domain Adaptation Through Graphs CVPR 2019 Adaptation Strategies for Applying AWGN-Based Denoiser to Realistic Noise AAAI 2019 Adapting Deep Learning Methods for Mental Health Prediction on Social Media EMNLP 2019 Adapting Object Detectors via Selective Cross-Domain Alignment CVPR 2019 Adaptive Attention Span in Transformers ACL 2019 Adaptive Cross-Modal Few-shot Learning NeurIPS 2019 Adaptive Gradient-Based Meta-Learning Methods NeurIPS 2019 Adaptive Region Embedding for Text Classification AAAI 2019