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

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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)

Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information ACL 2022 SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training NeurIPS 2022 Semi-supervised Adversarial Text Generation based on Seq2Seq models EMNLP 2022 Semi-supervised Conditional Density Estimation with Wasserstein Laplacian Regularisation AAAI 2022 Semi-Supervised Domain Adaptation via Sample-to-Sample Self-Distillation WACV 2022 Semi-Supervised Formality Style Transfer with Consistency Training ACL 2022 Semi-Supervised Generative Models for Multiagent Trajectories NeurIPS 2022 Semi-supervised Learning with Multi-Head Co-Training AAAI 2022 Semi-Supervised Object Detection via Multi-Instance Alignment With Global Class Prototypes CVPR 2022 Semi-Supervised Semantic Segmentation With Error Localization Network CVPR 2022 Semi-supervised Semantic Segmentation with Prototype-based Consistency Regularization NeurIPS 2022 Semi-Supervised Video Paragraph Grounding With Contrastive Encoder CVPR 2022 Semi-Supervised Video Salient Object Detection Based on Uncertainty-Guided Pseudo Labels NeurIPS 2022 Semi-Supervised Video Semantic Segmentation With Inter-Frame Feature Reconstruction CVPR 2022 Semi-supervised Vision Transformers at Scale NeurIPS 2022 Semi-Supervised Wide-Angle Portraits Correction by Multi-Scale Transformer CVPR 2022 Semi-Weakly-Supervised Learning of Complex Actions From Instructional Task Videos CVPR 2022 SenSE: A Toolkit for Semantic Change Exploration via Word Embedding Alignment AAAI 2022 Sentence Ambiguity, Grammaticality and Complexity Probes EMNLP 2022 Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval ACL 2022 Sentence Representation Learning with Generative Objective rather than Contrastive Objective EMNLP 2022 Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models ACL 2022 Sentiment and Emotion-Aware Multi-Modal Complaint Identification AAAI 2022 Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis EMNLP 2022 Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors ACL 2022