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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'25

Papers (including subtopics)

Deep Clustering of Text Representations for Supervision-Free Probing of Syntax AAAI 2022 Deep Combinatorial Aggregation NeurIPS 2022 Deep Compression of Pre-trained Transformer Models NeurIPS 2022 Deep Counterfactual Estimation with Categorical Background Variables NeurIPS 2022 Deep Depth From Focus With Differential Focus Volume CVPR 2022 DeepDPM: Deep Clustering With an Unknown Number of Clusters CVPR 2022 Deep Ensembles Work, But Are They Necessary? NeurIPS 2022 Deepfake Network Architecture Attribution AAAI 2022 DeepFoids: Adaptive Bio-Inspired Fish Simulation with Deep Reinforcement Learning NeurIPS 2022 Deep Fusing Pre-trained Models into Neural Machine Translation AAAI 2022 DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object Detection CVPR 2022 Deep Generalized Unfolding Networks for Image Restoration CVPR 2022 DeepGPD: A Deep Learning Approach for Modeling Geospatio-Temporal Extreme Events AAAI 2022 Deep Graph Clustering via Dual Correlation Reduction AAAI 2022 Deep Hybrid Models for Out-of-Distribution Detection CVPR 2022 Deep Implicit Statistical Shape Models for 3D Medical Image Delineation AAAI 2022 Deep Incomplete Multi-View Clustering via Mining Cluster Complementarity AAAI 2022 Deep Inductive Logic Reasoning for Multi-Hop Reading Comprehension ACL 2022 Deep invariant networks with differentiable augmentation layers NeurIPS 2022 Deep Learning Based Side Channel Attacks on Lightweight Cryptography (Student Abstract) AAAI 2022 Deep Learning for Personalized Preoperative Planning of Microsurgical Free Tissue Transfers AAAI 2022 Deep Learning for Prosody-Based Irony Classification in Spontaneous Speech Interspeech 2022 DeepMistake at LSCDiscovery: Can a Multilingual Word-in-Context Model Replace Human Annotators? ACL 2022 Deep Model Reassembly NeurIPS 2022 Deep Movement Primitives: Toward Breast Cancer Examination Robot AAAI 2022