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)

Eye In-Painting With Exemplar Generative Adversarial Networks CVPR 2018 Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting ACL 2018 Fast and Accurate Online Video Object Segmentation via Tracking Parts CVPR 2018 Fast Parametric Learning with Activation Memorization ICML 2018 Feature Mapping for Learning Fast and Accurate 3D Pose Inference From Synthetic Images CVPR 2018 Feature Quantization for Defending Against Distortion of Images CVPR 2018 Features for Multi-Target Multi-Camera Tracking and Re-Identification CVPR 2018 Feature Space Transfer for Data Augmentation CVPR 2018 Few-Shot Learning with Graph Neural Networks ICLR 2018 FFNet: Video Fast-Forwarding via Reinforcement Learning CVPR 2018 Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer ACL 2018 Finding Beans in Burgers: Deep Semantic-Visual Embedding With Localization CVPR 2018 Finding "It": Weakly-Supervised Reference-Aware Visual Grounding in Instructional Videos CVPR 2018 Findings of the Third Shared Task on Multimodal Machine Translation EMNLP 2018 Finding Tiny Faces in the Wild With Generative Adversarial Network CVPR 2018 Fine-grained Image Classification by Visual-Semantic Embedding IJCAI 2018 Fine-tuning on Clean Data for End-to-End Speech Translation: FBK @ IWSLT 2018 EMNLP 2018 Fixing a Broken ELBO ICML 2018 Fixing Translation Divergences in Parallel Corpora for Neural MT EMNLP 2018 FlipDial: A Generative Model for Two-Way Visual Dialogue CVPR 2018 Fooling Vision and Language Models Despite Localization and Attention Mechanism CVPR 2018 FRAGE: Frequency-Agnostic Word Representation NeurIPS 2018 Frame-Recurrent Video Super-Resolution CVPR 2018 Free Supervision From Video Games CVPR 2018 From Credit Assignment to Entropy Regularization: Two New Algorithms for Neural Sequence Prediction ACL 2018