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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
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'25

Papers (including subtopics)

With More Contexts Comes Better Performance: Contextualized Sense Embeddings for All-Round Word Sense Disambiguation EMNLP 2020 WNUT-2020 Task 2: Identification of Informative COVID-19 English Tweets EMNLP 2020 Word class flexibility: A deep contextualized approach EMNLP 2020 Word-level Textual Adversarial Attacking as Combinatorial Optimization ACL 2020 Words Aren’t Enough, Their Order Matters: On the Robustness of Grounding Visual Referring Expressions ACL 2020 Worse WER, but Better BLEU? Leveraging Word Embedding as Intermediate in Multitask End-to-End Speech Translation ACL 2020 Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences ACL 2020 X-Linear Attention Networks for Image Captioning CVPR 2020 XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization EMNLP 2020 xMUDA: Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation CVPR 2020 XtremeDistil: Multi-stage Distillation for Massive Multilingual Models ACL 2020 You2Me: Inferring Body Pose in Egocentric Video via First and Second Person Interactions CVPR 2020 “You are grounded!”: Latent Name Artifacts in Pre-trained Language Models EMNLP 2020 Your Classifier can Secretly Suffice Multi-Source Domain Adaptation NeurIPS 2020 Your GAN is Secretly an Energy-based Model and You Should Use Discriminator Driven Latent Sampling NeurIPS 2020 Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models CVPR 2020 Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement CVPR 2020 Zero-Resource Knowledge-Grounded Dialogue Generation NeurIPS 2020 ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages ACL 2020 Zero-shot Entity Linking with Efficient Long Range Sequence Modeling EMNLP 2020 Zero-Shot Learning from Adversarial Feature Residual to Compact Visual Feature AAAI 2020 Zero Shot Learning with the Isoperimetric Loss AAAI 2020 Zero-shot North Korean to English Neural Machine Translation by Character Tokenization and Phoneme Decomposition ACL 2020 Zero-Shot Text-to-SQL Learning with Auxiliary Task AAAI 2020 Zero-shot translation among Indian languages AACL 2020