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)

Effective Adaptation in Multi-Task Co-Training for Unified Autonomous Driving NeurIPS 2022 Effective and Efficient Query-aware Snippet Extraction for Web Search EMNLP 2022 Effective Backdoor Defense by Exploiting Sensitivity of Poisoned Samples NeurIPS 2022 Effective combination of pretrained models - KIT@IWSLT2022 ACL 2022 Effective Conditioned and Composed Image Retrieval Combining CLIP-Based Features CVPR 2022 Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5 EMNLP 2022 Effective Unsupervised Constrained Text Generation based on Perturbed Masking ACL 2022 Effect of Post-processing on Contextualized Word Representations COLING 2022 Efficient Adversarial Training with Robust Early-Bird Tickets EMNLP 2022 Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes IJCAI 2022 Efficient Classification of Very Large Images With Tiny Objects CVPR 2022 Efficient Deep Clustering of Human Activities and How to Improve Evaluation ACML 2022 Efficient Deep Embedded Subspace Clustering CVPR 2022 Efficient Deep Learning-based Sentence Boundary Detection in Legal Text EMNLP 2022 Efficient Deep Learning for Multi Agent Pathfinding AAAI 2022 Efficient Document Retrieval by End-to-End Refining and Quantizing BERT Embedding with Contrastive Product Quantization EMNLP 2022 Efficient Learning for AlphaZero via Path Consistency ICML 2022 Efficient learning of nonlinear prediction models with time-series privileged information NeurIPS 2022 Efficiently Modeling Long Sequences with Structured State Spaces ICLR 2022 Efficiently Tuned Parameters Are Task Embeddings EMNLP 2022 Efficient Machine Translation Domain Adaptation ACL 2022 Efficient Non-local Contrastive Attention for Image Super-resolution AAAI 2022 Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking EMNLP 2022 Efficient Representation Learning via Adaptive Context Pooling ICML 2022 Efficient Robust Training via Backward Smoothing AAAI 2022