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)

Query-Focused Video Summarization: Dataset, Evaluation, and a Memory Network Based Approach CVPR 2017 Real Time Image Saliency for Black Box Classifiers NeurIPS 2017 Reconstructing Transient Images From Single-Photon Sensors CVPR 2017 Recurrent Convolutional Neural Networks for Continuous Sign Language Recognition by Staged Optimization CVPR 2017 Recurrent Ladder Networks NeurIPS 2017 Recycling Privileged Learning and Distribution Matching for Fairness NeurIPS 2017 Reducing Mismatch in Training of DNN-Based Glottal Excitation Models in a Statistical Parametric Text-to-Speech System Interspeech 2017 Refining Word Embeddings for Sentiment Analysis EMNLP 2017 Reflectance Adaptive Filtering Improves Intrinsic Image Estimation CVPR 2017 Regularization techniques for fine-tuning in neural machine translation EMNLP 2017 Reinforced Video Captioning with Entailment Rewards EMNLP 2017 Reinforcement Learning for Bandit Neural Machine Translation with Simulated Human Feedback EMNLP 2017 Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild CVPR 2017 Removing Rain From Single Images via a Deep Detail Network CVPR 2017 Replay Attack Detection Using DNN for Channel Discrimination Interspeech 2017 Re-Ranking Person Re-Identification With k-Reciprocal Encoding CVPR 2017 ResSim at SemEval-2017 Task 1: Multilingual Word Representations for Semantic Textual Similarity SemEval 2017 Reusing Neural Speech Representations for Auditory Emotion Recognition IJCNLP 2017 Richer Convolutional Features for Edge Detection CVPR 2017 Robust Imitation of Diverse Behaviors NeurIPS 2017 Robust Online i-Vectors for Unsupervised Adaptation of DNN Acoustic Models: A Study in the Context of Digital Voice Assistants Interspeech 2017 Robust Training under Linguistic Adversity EACL 2017 S3Pool: Pooling With Stochastic Spatial Sampling CVPR 2017 Saliency-based Sequential Image Attention with Multiset Prediction NeurIPS 2017 Satirical News Detection and Analysis using Attention Mechanism and Linguistic Features EMNLP 2017