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

1

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

'10

'15

'20

'25

Papers (including subtopics)

Fine-grained Noise Control for Multispeaker Speech Synthesis Interspeech 2022 Fine-Grained Object Classification via Self-Supervised Pose Alignment CVPR 2022 Fine-Grained Predicates Learning for Scene Graph Generation CVPR 2022 Fine-Grained Semantically Aligned Vision-Language Pre-Training NeurIPS 2022 Fine-Grained Temporal Contrastive Learning for Weakly-Supervised Temporal Action Localization CVPR 2022 Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models EMNLP 2022 FINet: Dual Branches Feature Interaction for Partial-to-Partial Point Cloud Registration AAAI 2022 Fine-tuned Language Models are Continual Learners EMNLP 2022 Finetuned Language Models are Zero-Shot Learners ICLR 2022 Fine-tuning and Sampling Strategies for Multimodal Role Labeling of Entities under Class Imbalance ACL 2022 Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization NAACL 2022 Fine-tuning pre-trained models for Automatic Speech Recognition, experiments on a fieldwork corpus of Japhug (Trans-Himalayan family) ACL 2022 Fine-Tuning Pre-trained Transformers into Decaying Fast Weights EMNLP 2022 FInfer: Frame Inference-Based Deepfake Detection for High-Visual-Quality Videos AAAI 2022 Fingerprinting Deep Neural Networks Globally via Universal Adversarial Perturbations CVPR 2022 First the Worst: Finding Better Gender Translations During Beam Search ACL 2022 FisherMatch: Semi-Supervised Rotation Regression via Entropy-Based Filtering CVPR 2022 FLAIR: Federated Learning Annotated Image Repository NeurIPS 2022 FLAVA: A Foundational Language and Vision Alignment Model CVPR 2022 Flexible Generation from Fragmentary Linguistic Input ACL 2022 Flexible Neural Image Compression via Code Editing NeurIPS 2022 Flexible Visual Grounding ACL 2022 Flow-Adapter Architecture for Unsupervised Machine Translation ACL 2022 FLUID: Few-Shot Self-Supervised Image Deraining WACV 2022 FMCNet: Feature-Level Modality Compensation for Visible-Infrared Person Re-Identification CVPR 2022