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

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Papers (including subtopics)

Domain Adaptive Faster R-CNN for Object Detection in the Wild CVPR 2018 Do Neural Network Cross-Modal Mappings Really Bridge Modalities? ACL 2018 DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference NAACL 2018 DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction ACL 2018 Dual Fixed-Size Ordinally Forgetting Encoding (FOFE) for Competitive Neural Language Models EMNLP 2018 Duplex Generative Adversarial Network for Unsupervised Domain Adaptation CVPR 2018 Dynamic Sentence Sampling for Efficient Training of Neural Machine Translation ACL 2018 Dynamic Zoom-In Network for Fast Object Detection in Large Images CVPR 2018 Effective Parallel Corpus Mining using Bilingual Sentence Embeddings EMNLP 2018 Efficient Interactive Annotation of Segmentation Datasets With Polygon-RNN++ CVPR 2018 Efficient Keyword Spotting Using Time Delay Neural Networks Interspeech 2018 Efficient Large-Scale Neural Domain Classification with Personalized Attention ACL 2018 Efficient Low-rank Multimodal Fusion With Modality-Specific Factors ACL 2018 Efficient Model-Based Deep Reinforcement Learning with Variational State Tabulation ICML 2018 Efficient Parametrization of Multi-Domain Deep Neural Networks CVPR 2018 Efficient Video Object Segmentation via Network Modulation CVPR 2018 Egocentric Activity Recognition on a Budget CVPR 2018 Eliminating Background-Bias for Robust Person Re-Identification CVPR 2018 Embedding Individual Table Columns for Resilient SQL Chatbots EMNLP 2018 Embedding Learning Through Multilingual Concept Induction ACL 2018 Embodied Question Answering CVPR 2018 Emergent Communication in a Multi-Modal, Multi-Step Referential Game ICLR 2018 EmoIntens Tracker at SemEval-2018 Task 1: Emotional Intensity Levels in #Tweets SemEval 2018 EmojiGAN: learning emojis distributions with a generative model EMNLP 2018 EmoNLP at IEST 2018: An Ensemble of Deep Learning Models and Gradient Boosting Regression Tree for Implicit Emotion Prediction in Tweets EMNLP 2018