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)

LOT: Layer-wise Orthogonal Training on Improving l2 Certified Robustness NeurIPS 2022 Lottery Tickets on a Data Diet: Finding Initializations with Sparse Trainable Networks NeurIPS 2022 Low-complex and Highly-performed Binary Residual Neural Network for Small-footprint Keyword Spotting Interspeech 2022 Low-data? No problem: low-resource, language-agnostic conversational text-to-speech via F0-conditioned data augmentation Interspeech 2022 Low-Degree Multicalibration COLT 2022 Low-Light Image Enhancement with Normalizing Flow AAAI 2022 Low-Rank Modular Reinforcement Learning via Muscle Synergy NeurIPS 2022 Low-Resource Adaptation of Open-Domain Generative Chatbots ACL 2022 Low Resource Causal Event Detection from Biomedical Literature ACL 2022 Low Resource Comparison of Attention-based and Hybrid ASR Exploiting wav2vec 2.0 Interspeech 2022 Low-resource Interactive Active Labeling for Fine-tuning Language Models EMNLP 2022 Low-resource Low-footprint Wake-word Detection using Knowledge Distillation Interspeech 2022 Low-resource Neural Machine Translation with Cross-modal Alignment EMNLP 2022 LPS@LT-EDI-ACL2022:An Ensemble Approach about Hope Speech Detection ACL 2022 LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning NeurIPS 2022 LSVC: A Learning-Based Stereo Video Compression Framework CVPR 2022 LTMD: Learning Improvement of Spiking Neural Networks with Learnable Thresholding Neurons and Moderate Dropout NeurIPS 2022 LUL’s WMT22 Automatic Post-Editing Shared Task Submission EMNLP 2022 LUNAR: Unifying Local Outlier Detection Methods via Graph Neural Networks AAAI 2022 LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation EMNLP 2022 M3L: Language-Based Video Editing via Multi-Modal Multi-Level Transformers CVPR 2022 M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design NeurIPS 2022 m4 Adapter: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter EMNLP 2022 M4Singer: A Multi-Style, Multi-Singer and Musical Score Provided Mandarin Singing Corpus NeurIPS 2022 M5Product: Self-Harmonized Contrastive Learning for E-Commercial Multi-Modal Pretraining CVPR 2022