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)

Multimodal Target Speech Separation with Voice and Face References Interspeech 2020 Multimodal Transformer for Multimodal Machine Translation ACL 2020 Multi-Path Learning for Object Pose Estimation Across Domains CVPR 2020 Multi-Path Region Mining for Weakly Supervised 3D Semantic Segmentation on Point Clouds CVPR 2020 Multiple Anchor Learning for Visual Object Detection CVPR 2020 Multiple Instance Learning for Content Feedback Localization without Annotation ACL 2020 Multi-Point Semantic Representation for Intent Classification AAAI 2020 Multi-pretraining for Large-scale Text Classification EMNLP 2020 Multi-Scale Adversarial Cross-Domain Detection with Robust Discriminative Learning WACV 2020 Multiscale Collaborative Deep Models for Neural Machine Translation ACL 2020 Multi-scale Domain-adversarial Multiple-instance CNN for Cancer Subtype Classification with Unannotated Histopathological Images CVPR 2020 Multi-Scale Fusion Subspace Clustering Using Similarity Constraint CVPR 2020 Multi-Scale Interactive Network for Salient Object Detection CVPR 2020 Multi-Scale Progressive Fusion Network for Single Image Deraining CVPR 2020 Multi-Scale Representation Learning for Spatial Feature Distributions using Grid Cells ICLR 2020 Multi-Sentence Argument Linking ACL 2020 Multi-Source Distilling Domain Adaptation AAAI 2020 Multi-Source Domain Adaptation for Visual Sentiment Classification AAAI 2020 Multi-Speaker Video Dialog with Frame-Level Temporal Localization AAAI 2020 Multi-Spectral Salient Object Detection by Adversarial Domain Adaptation AAAI 2020 Multi-Spectral Vehicle Re-Identification: A Challenge AAAI 2020 Multistage Fusion with Forget Gate for Multimodal Summarization in Open-Domain Videos EMNLP 2020 Multi-Stage Pre-training for Automated Chinese Essay Scoring EMNLP 2020 Multi-Stage Pre-training for Low-Resource Domain Adaptation EMNLP 2020 Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few Labeled Nodes AAAI 2020