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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

38
179
3,018
5,737
'10
'15
'20
'25

Papers (including subtopics)

How Sampling Impacts the Robustness of Stochastic Neural Networks NeurIPS 2022 How sensitive are translation systems to extra contexts? Mitigating gender bias in Neural Machine Translation models through relevant contexts. EMNLP 2022 How to Train Your MAML to Excel in Few-Shot Classification ICLR 2022 How Transferable are Video Representations Based on Synthetic Data? NeurIPS 2022 How well can Text-to-Image Generative Models understand Ethical Natural Language Interventions? EMNLP 2022 How Well Do Unsupervised Learning Algorithms Model Human Real-time and Life-long Learning? NeurIPS 2022 How Would The Viewer Feel? Estimating Wellbeing From Video Scenarios NeurIPS 2022 HP-Capsule: Unsupervised Face Part Discovery by Hierarchical Parsing Capsule Network CVPR 2022 HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification EMNLP 2022 HSDF: Hybrid Sign and Distance Field for Modeling Surfaces with Arbitrary Topologies NeurIPS 2022 HSE at LSCDiscovery in Spanish: Clustering and Profiling for Lexical Semantic Change Discovery ACL 2022 HSE at TempoWiC: Detecting Meaning Shift in Social Media with Diachronic Language Models EMNLP 2022 Huawei BabelTar NMT at WMT22 Biomedical Translation Task: How We Further Improve Domain-specific NMT EMNLP 2022 Hub-Pathway: Transfer Learning from A Hub of Pre-trained Models NeurIPS 2022 HuggingMolecules: An Open-Source Library for Transformer-Based Molecular Property Prediction (Student Abstract) AAAI 2022 Human Hands As Probes for Interactive Object Understanding CVPR 2022 Human Instance Matting via Mutual Guidance and Multi-Instance Refinement CVPR 2022 Human perceiving behavior modeling in evaluation of code generation models EMNLP 2022 Human Trajectory Prediction With Momentary Observation CVPR 2022 HW-TSC’s Submission for the WMT22 Efficiency Task EMNLP 2022 HW-TSC’s Submissions to the WMT22 Word-Level Auto Completion Task EMNLP 2022 HW-TSC Systems for WMT22 Very Low Resource Supervised MT Task EMNLP 2022 HW-TSC Translation Systems for the WMT22 Biomedical Translation Task EMNLP 2022 HW-TSC Translation Systems for the WMT22 Chat Translation Task EMNLP 2022 Hybrid Curriculum Learning for Emotion Recognition in Conversation AAAI 2022