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)

Deceptive Opinion Spam Detection Using Neural Network COLING 2016 Deep ADMM-Net for Compressive Sensing MRI NeurIPS 2016 Deep Canonical Time Warping CVPR 2016 Deep Compositional Captioning: Describing Novel Object Categories Without Paired Training Data CVPR 2016 Deep Contrast Learning for Salient Object Detection CVPR 2016 Deep Decision Network for Multi-Class Image Classification CVPR 2016 Deep Exploration via Bootstrapped DQN NeurIPS 2016 DeepFashion: Powering Robust Clothes Recognition and Retrieval With Rich Annotations CVPR 2016 DeepFool: A Simple and Accurate Method to Fool Deep Neural Networks CVPR 2016 Deep Gate Recurrent Neural Network ACML 2016 Deep Hand: How to Train a CNN on 1 Million Hand Images When Your Data Is Continuous and Weakly Labelled CVPR 2016 Deep Interactive Object Selection CVPR 2016 Deep Metric Learning via Lifted Structured Feature Embedding CVPR 2016 Deep Region and Multi-Label Learning for Facial Action Unit Detection CVPR 2016 Deep Relative Distance Learning: Tell the Difference Between Similar Vehicles CVPR 2016 Deep Saliency With Encoded Low Level Distance Map and High Level Features CVPR 2016 DeepStereo: Learning to Predict New Views From the World's Imagery CVPR 2016 Deep Structured Scene Parsing by Learning With Image Descriptions CVPR 2016 Deep Supervised Hashing for Fast Image Retrieval CVPR 2016 Detecting Sentence Boundaries in Sanskrit Texts COLING 2016 DHSNet: Deep Hierarchical Saliency Network for Salient Object Detection CVPR 2016 Dialogue Act Classification in Domain-Independent Conversations Using a Deep Recurrent Neural Network COLING 2016 Diffusion-Convolutional Neural Networks NeurIPS 2016 Discriminative Multi-Modal Feature Fusion for RGBD Indoor Scene Recognition CVPR 2016 DNN-Based Feature Enhancement Using Joint Training Framework for Robust Multichannel Speech Recognition Interspeech 2016