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)

Zero-shot Cross-lingual Content Filtering: Offensive Language and Hate Speech Detection EACL 2021 Zero-Shot Cross-Lingual Transfer is a Hard Baseline to Beat in German Fine-Grained Entity Typing EMNLP 2021 Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders EMNLP 2021 Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection EMNLP 2021 Zero-shot Event Extraction via Transfer Learning: Challenges and Insights ACL 2021 Zero-shot Fact Verification by Claim Generation ACL 2021 Zero-Shot Information Extraction as a Unified Text-to-Triple Translation EMNLP 2021 Zero-Shot Instance Segmentation CVPR 2021 Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation EACL 2021 Zero-Shot Single Image Restoration Through Controlled Perturbation of Koschmieder's Model CVPR 2021 Zoo-Tuning: Adaptive Transfer from A Zoo of Models ICML 2021 Z-Score Normalization, Hubness, and Few-Shot Learning ICCV 2021 12-in-1: Multi-Task Vision and Language Representation Learning CVPR 2020 3D Crowd Counting via Multi-View Fusion with 3D Gaussian Kernels AAAI 2020 3D Human Pose Estimation Using Spatio-Temporal Networks with Explicit Occlusion Training AAAI 2020 3D Packing for Self-Supervised Monocular Depth Estimation CVPR 2020 3D-RADNet: Extracting labels from DICOM metadata for training general medical domain deep 3D convolution neural networks MIDL 2020 3D Shape Reconstruction from Vision and Touch NeurIPS 2020 3D Single-Person Concurrent Activity Detection Using Stacked Relation Network AAAI 2020 3D Sketch-Aware Semantic Scene Completion via Semi-Supervised Structure Prior CVPR 2020 3FabRec: Fast Few-Shot Face Alignment by Reconstruction CVPR 2020 4D Visualization of Dynamic Events From Unconstrained Multi-View Videos CVPR 2020 A2dele: Adaptive and Attentive Depth Distiller for Efficient RGB-D Salient Object Detection CVPR 2020 ABCNet: Real-Time Scene Text Spotting With Adaptive Bezier-Curve Network CVPR 2020 Ablation-CAM: Visual Explanations for Deep Convolutional Network via Gradient-free Localization WACV 2020