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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'20

'25

Papers (including subtopics)

CUNI Basque-to-English Submission in IWSLT18 EMNLP 2018 CUNI Submissions in WMT18 EMNLP 2018 CUNI System for the WMT18 Multimodal Translation Task EMNLP 2018 Curriculum Learning Based on Reward Sparseness for Deep Reinforcement Learning of Task Completion Dialogue Management EMNLP 2018 Curriculum Learning by Transfer Learning: Theory and Experiments with Deep Networks ICML 2018 CVM-Net: Cross-View Matching Network for Image-Based Ground-to-Aerial Geo-Localization CVPR 2018 Cycle-Consistent Speech Enhancement Interspeech 2018 CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++ EMNLP 2018 DA-GAN: Instance-Level Image Translation by Deep Attention Generative Adversarial Networks CVPR 2018 Data Augmentation for Neural Online Chats Response Selection EMNLP 2018 Data Requirements, Selection and Augmentation for DNN-based Speech Synthesis from Crowdsourced Data Interspeech 2018 DataSEARCH at IEST 2018: Multiple Word Embedding based Models for Implicit Emotion Classification of Tweets with Deep Learning EMNLP 2018 Data Selection with Feature Decay Algorithms Using an Approximated Target Side EMNLP 2018 DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks CVPR 2018 Debugging Sequence-to-Sequence Models with Seq2Seq-Vis EMNLP 2018 DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation CVPR 2018 DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning EMNLP 2018 Decoupled Networks CVPR 2018 Deep Adversarial Metric Learning CVPR 2018 Deep Adversarial Subspace Clustering CVPR 2018 Deep Anomaly Detection Using Geometric Transformations NeurIPS 2018 Deep Attentive Tracking via Reciprocative Learning NeurIPS 2018 Deep Attribute Guided Representation for Heterogeneous Face Recognition IJCAI 2018 Deep Back-Projection Networks for Super-Resolution CVPR 2018 Deep Cauchy Hashing for Hamming Space Retrieval CVPR 2018