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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)

Students Parrot Their Teachers: Membership Inference on Model Distillation NeurIPS 2023 STXD: Structural and Temporal Cross-Modal Distillation for Multi-View 3D Object Detection NeurIPS 2023 StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning CVPR 2023 Style-Aware Contrastive Learning for Multi-Style Image Captioning EACL 2023 StyleBART: Decorate Pretrained Model with Style Adapters for Unsupervised Stylistic Headline Generation EMNLP 2023 Style-Content Metric Learning for Multidomain Remote Sensing Object Recognition AAAI 2023 StyleGene: Crossover and Mutation of Region-Level Facial Genes for Kinship Face Synthesis CVPR 2023 StyleRes: Transforming the Residuals for Real Image Editing With StyleGAN CVPR 2023 StyleRF: Zero-Shot 3D Style Transfer of Neural Radiance Fields CVPR 2023 StyLess: Boosting the Transferability of Adversarial Examples CVPR 2023 StyleSync: High-Fidelity Generalized and Personalized Lip Sync in Style-Based Generator CVPR 2023 StyleTalk: One-Shot Talking Head Generation with Controllable Speaking Styles AAAI 2023 StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models NeurIPS 2023 Stylized Dialogue Generation with Feature-Guided Knowledge Augmentation EMNLP 2023 Subject-driven Text-to-Image Generation via Apprenticeship Learning NeurIPS 2023 Submission of USTC’s System for the IWSLT 2023 - Offline Speech Translation Track ACL 2023 Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks EMNLP 2023 Subspace Chronicles: How Linguistic Information Emerges, Shifts and Interacts during Language Model Training EMNLP 2023 Substructure Aware Graph Neural Networks AAAI 2023 Summary-Oriented Vision Modeling for Multimodal Abstractive Summarization ACL 2023 SummIt: Iterative Text Summarization via ChatGPT EMNLP 2023 SummQA at MEDIQA-Chat 2023: In-Context Learning with GPT-4 for Medical Summarization ACL 2023 SumREN: Summarizing Reported Speech about Events in News AAAI 2023 SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail CVPR 2023 Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations ACL 2023