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)

A Word-Complexity Lexicon and A Neural Readability Ranking Model for Lexical Simplification EMNLP 2018 Backpropagating through Structured Argmax using a SPIGOT ACL 2018 Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari IJCAI 2018 Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation EMNLP 2018 Bacteria and Biotope Entity Recognition Using A Dictionary-Enhanced Neural Network Model ACL 2018 Bag-of-Words as Target for Neural Machine Translation ACL 2018 Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech Interspeech 2018 Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms ACL 2018 Batch-Instance Normalization for Adaptively Style-Invariant Neural Networks NeurIPS 2018 Batch Normalized Deep Boltzmann Machines ACML 2018 Being Negative but Constructively: Lessons Learnt from Creating Better Visual Question Answering Datasets NAACL 2018 Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity EMNLP 2018 Between-Class Learning for Image Classification CVPR 2018 Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter EMNLP 2018 Beyond Holistic Object Recognition: Enriching Image Understanding With Part States CVPR 2018 Beyond Shared Hierarchies: Deep Multitask Learning through Soft Layer Ordering ICLR 2018 Beyond the Pixel-Wise Loss for Topology-Aware Delineation CVPR 2018 Bidirectional Generative Adversarial Networks for Neural Machine Translation CoNLL 2018 Bi-Directional Neural Machine Translation with Synthetic Parallel Data ACL 2018 Bidirectional Retrieval Made Simple CVPR 2018 Bilinear Attention Networks NeurIPS 2018 Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition ACL 2018 Binaural Speech Intelligibility Estimation Using Deep Neural Networks Interspeech 2018 Blazingly Fast Video Object Segmentation With Pixel-Wise Metric Learning CVPR 2018 Blind Predicting Similar Quality Map for Image Quality Assessment CVPR 2018