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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Papers (including subtopics)

Probabilistic Embedding of Knowledge Graphs with Box Lattice Measures ACL 2018 Probing sentence embeddings for structure-dependent tense EMNLP 2018 Progressive Generative Hashing for Image Retrieval IJCAI 2018 Progressively Complementarity-Aware Fusion Network for RGB-D Salient Object Detection CVPR 2018 Provable Defenses against Adversarial Examples via the Convex Outer Adversarial Polytope ICML 2018 Pulling Actions out of Context: Explicit Separation for Effective Combination CVPR 2018 Put It Back: Entity Typing with Language Model Enhancement EMNLP 2018 PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume CVPR 2018 QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning ICML 2018 QuAC: Question Answering in Context EMNLP 2018 Question Generation from SQL Queries Improves Neural Semantic Parsing EMNLP 2018 QuickEdit: Editing Text & Translations by Crossing Words Out NAACL 2018 Rapid Adaptation of Neural Machine Translation to New Languages EMNLP 2018 RayNet: Learning Volumetric 3D Reconstruction With Ray Potentials CVPR 2018 RDEC: Integrating Regularization into Deep Embedded Clustering for Imbalanced Datasets ACML 2018 Real-Time Monocular Depth Estimation Using Synthetic Data With Domain Adaptation via Image Style Transfer CVPR 2018 Real-Time Rotation-Invariant Face Detection With Progressive Calibration Networks CVPR 2018 Real-Time Seamless Single Shot 6D Object Pose Prediction CVPR 2018 Real-World Anomaly Detection in Surveillance Videos CVPR 2018 Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks EMNLP 2018 RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes EMNLP 2018 Recognizing Human Actions as the Evolution of Pose Estimation Maps CVPR 2018 Reconstruction Network for Video Captioning CVPR 2018 Recovering Missing Characters in Old Hawaiian Writing EMNLP 2018 Recurrent Deep Multiagent Q-Learning for Autonomous Brokers in Smart Grid IJCAI 2018