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

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Papers (including subtopics)

The Price of Fair PCA: One Extra dimension NeurIPS 2018 The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning ICLR 2018 The RWTH Aachen University English-German and German-English Unsupervised Neural Machine Translation Systems for WMT 2018 EMNLP 2018 The Sparse Manifold Transform NeurIPS 2018 The University of Edinburgh’s Submissions to the WMT18 News Translation Task EMNLP 2018 Think Visually: Question Answering through Virtual Imagery ACL 2018 Thoracic Disease Identification and Localization With Limited Supervision CVPR 2018 Thread Popularity Prediction and Tracking with a Permutation-invariant Model EMNLP 2018 Three Strategies to Improve One-to-Many Multilingual Translation EMNLP 2018 THU_NGN at SemEval-2018 Task 1: Fine-grained Tweet Sentiment Intensity Analysis with Attention CNN-LSTM SemEval 2018 Thwarting Adversarial Examples: An L_0-Robust Sparse Fourier Transform NeurIPS 2018 TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-Rays CVPR 2018 Toddler-Inspired Visual Object Learning NeurIPS 2018 Token-level and sequence-level loss smoothing for RNN language models ACL 2018 Topic Memory Networks for Short Text Classification EMNLP 2018 Total stochastic gradient algorithms and applications in reinforcement learning NeurIPS 2018 Toward Diverse Text Generation with Inverse Reinforcement Learning IJCAI 2018 Towards a Computational Lexicon for Moroccan Darija: Words, Idioms, and Constructions COLING 2018 Towards Dynamic Computation Graphs via Sparse Latent Structure EMNLP 2018 Towards Human-Machine Cooperation: Self-Supervised Sample Mining for Object Detection CVPR 2018 Towards Neural Phrase-based Machine Translation ICLR 2018 Towards Open-Set Identity Preserving Face Synthesis CVPR 2018 Towards Opinion Summarization of Customer Reviews ACL 2018 Towards Robust and Privacy-preserving Text Representations ACL 2018 Towards Robust Detection of Adversarial Examples NeurIPS 2018