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)

Early Detection of Vacant Parking Spaces Using Dashcam Videos AAAI 2019 EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks EMNLP 2019 EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing ACL 2019 Effective Aesthetics Prediction With Multi-Level Spatially Pooled Features CVPR 2019 Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies ACL 2019 Efficient Augmentation via Data Subsampling ICLR 2019 Efficient Convolutional Neural Networks for Diacritic Restoration EMNLP 2019 Efficient Decision-Based Black-Box Adversarial Attacks on Face Recognition CVPR 2019 Efficient Featurized Image Pyramid Network for Single Shot Detector CVPR 2019 Efficient Lifelong Learning with A-GEM ICLR 2019 Efficient Neural Architecture Transformation Search in Channel-Level for Object Detection NeurIPS 2019 Efficient Region Embedding with Multi-View Spatial Networks: A Perspective of Locality-Constrained Spatial Autocorrelations AAAI 2019 Efficient Video Classification Using Fewer Frames CVPR 2019 Eigencharacter: An Embedding of Chinese Character Orthography EMNLP 2019 EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching From Scratch CVPR 2019 Elastic Boundary Projection for 3D Medical Image Segmentation CVPR 2019 ELASTIC: Improving CNNs With Dynamic Scaling Policies CVPR 2019 ELF: Embedded Localisation of Features in Pre-Trained CNN ICCV 2019 ELI5: Long Form Question Answering ACL 2019 Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors ACL 2019 Embedding Complementary Deep Networks for Image Classification CVPR 2019 Embedding Time Expressions for Deep Temporal Ordering Models ACL 2019 Emergence of Object Segmentation in Perturbed Generative Models NeurIPS 2019 Emergency Department Online Patient-Caregiver Scheduling AAAI 2019 Emotion-Aware Human Attention Prediction CVPR 2019