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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)

Certified Adversarial Robustness Under the Bounded Support Set ICML 2022 Certified Patch Robustness via Smoothed Vision Transformers CVPR 2022 Certified Robustness via Randomized Smoothing over Multiplicative Parameters of Input Transformations IJCAI 2022 Certifying Some Distributional Fairness with Subpopulation Decomposition NeurIPS 2022 CETA: A Consensus Enhanced Training Approach for Denoising in Distantly Supervised Relation Extraction COLING 2022 CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue COLING 2022 CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning IJCAI 2022 CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation EMNLP 2022 Challenges to Open-Domain Constituency Parsing ACL 2022 Change Event Dataset for Discovery from Spatio-temporal Remote Sensing Imagery NeurIPS 2022 Character-centric Story Visualization via Visual Planning and Token Alignment EMNLP 2022 Characterizing and addressing the issue of oversmoothing in neural autoregressive sequence modeling AACL 2022 Characterizing and Overcoming the Greedy Nature of Learning in Multi-modal Deep Neural Networks ICML 2022 Characterizing Datapoints via Second-Split Forgetting NeurIPS 2022 Character-level White-Box Adversarial Attacks against Transformers via Attachable Subwords Substitution EMNLP 2022 Charformer: Fast Character Transformers via Gradient-based Subword Tokenization ICLR 2022 Chemical-Reaction-Aware Molecule Representation Learning ICLR 2022 Chitransformer: Towards Reliable Stereo From Cues CVPR 2022 Chroma-VAE: Mitigating Shortcut Learning with Generative Classifiers NeurIPS 2022 Chunk-based Nearest Neighbor Machine Translation EMNLP 2022 CILDA: Contrastive Data Augmentation Using Intermediate Layer Knowledge Distillation COLING 2022 CILS at TSAR-2022 Shared Task: Investigating the Applicability of Lexical Substitution Methods for Lexical Simplification EMNLP 2022 CISLR: Corpus for Indian Sign Language Recognition EMNLP 2022 Class-Aware Adversarial Transformers for Medical Image Segmentation NeurIPS 2022 Class-Aware Contrastive Semi-Supervised Learning CVPR 2022