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)

Searching for Efficient Multi-Scale Architectures for Dense Image Prediction NeurIPS 2018 SEARNN: Training RNNs with global-local losses ICLR 2018 SeedNet: Automatic Seed Generation With Deep Reinforcement Learning for Robust Interactive Segmentation CVPR 2018 Seeing Voices and Hearing Faces: Cross-Modal Biometric Matching CVPR 2018 Self-Adaptive Double Bootstrapped DDPG IJCAI 2018 Self-Attentional Acoustic Models Interspeech 2018 Self-Attentive Speaker Embeddings for Text-Independent Speaker Verification Interspeech 2018 Self-regulation: Employing a Generative Adversarial Network to Improve Event Detection ACL 2018 Self-Supervised Deep Low-Rank Assignment Model for Prototype Selection IJCAI 2018 Self-Supervised Feature Learning by Learning to Spot Artifacts CVPR 2018 Self-Supervised Generation of Spatial Audio for 360° Video NeurIPS 2018 Self-Supervised Learning of Geometrically Stable Features Through Probabilistic Introspection CVPR 2018 Self-Supervised Multi-Level Face Model Learning for Monocular Reconstruction at Over 250 Hz CVPR 2018 Semantically Equivalent Adversarial Rules for Debugging NLP models ACL 2018 Semantic Parsing with Syntax- and Table-Aware SQL Generation ACL 2018 Semantic Video Segmentation by Gated Recurrent Flow Propagation CVPR 2018 Semidefinite relaxations for certifying robustness to adversarial examples NeurIPS 2018 Semi-supervised Cross-domain Visual Feature Learning for Audio-Visual Broadcast Speech Transcription Interspeech 2018 Semi-Supervised Learning for Neural Keyphrase Generation EMNLP 2018 Semi-Supervised Sequence Modeling with Cross-View Training EMNLP 2018 SemStyle: Learning to Generate Stylised Image Captions Using Unaligned Text CVPR 2018 Sentence Compression for Arbitrary Languages via Multilingual Pivoting EMNLP 2018 SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing EMNLP 2018 Sentence-State LSTM for Text Representation ACL 2018 Sentiment Adaptive End-to-End Dialog Systems ACL 2018