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

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Papers (including subtopics)

Wasserstein Adversarial Transformer for Cloud Workload Prediction AAAI 2022 Wasserstein Unsupervised Reinforcement Learning AAAI 2022 Watch It Move: Unsupervised Discovery of 3D Joints for Re-Posing of Articulated Objects CVPR 2022 Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery EMNLP 2022 Watermarking for Out-of-distribution Detection NeurIPS 2022 WaveBound: Dynamic Error Bounds for Stable Time Series Forecasting NeurIPS 2022 Wavelet Knowledge Distillation: Towards Efficient Image-to-Image Translation CVPR 2022 WavThruVec: Latent speech representation as intermediate features for neural speech synthesis Interspeech 2022 W-CTC: a Connectionist Temporal Classification Loss with Wild Cards ICLR 2022 Weakly and Semi-Supervised Learning for Arabic Text Classification using Monodialectal Language Models EMNLP 2022 Weakly Supervised Neural Symbolic Learning for Cognitive Tasks AAAI 2022 Weakly Supervised Object Localization As Domain Adaption CVPR 2022 Weakly Supervised Rotation-Invariant Aerial Object Detection Network CVPR 2022 Weakly-Supervised Salient Object Detection Using Point Supervision AAAI 2022 Weakly Supervised Temporal Action Localization via Representative Snippet Knowledge Propagation CVPR 2022 Weakly-Supervised Temporal Article Grounding EMNLP 2022 Weakly Supervised Temporal Sentence Grounding With Gaussian-Based Contrastive Proposal Learning CVPR 2022 Weakly Supervised Video Moment Localization with Contrastive Negative Sample Mining AAAI 2022 Weak-shot Semantic Segmentation via Dual Similarity Transfer NeurIPS 2022 WebQA: Multihop and Multimodal QA CVPR 2022 Weighted Distillation with Unlabeled Examples NeurIPS 2022 Weighted Mutual Learning with Diversity-Driven Model Compression NeurIPS 2022 Weighted self Distillation for Chinese word segmentation ACL 2022 Weighted Training for Cross-Task Learning ICLR 2022 Welocalize-ARC/NKUA’s Submission to the WMT 2022 Quality Estimation Shared Task EMNLP 2022