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)

Visually Grounded Neural Syntax Acquisition ACL 2019 Visual Place Recognition via Robust ℓ2-Norm Distance Based Holism and Landmark Integration AAAI 2019 Visual Sequence Learning in Hierarchical Prediction Networks and Primate Visual Cortex NeurIPS 2019 VizWiz-Priv: A Dataset for Recognizing the Presence and Purpose of Private Visual Information in Images Taken by Blind People CVPR 2019 Vocabulary Pyramid Network: Multi-Pass Encoding and Decoding with Multi-Level Vocabularies for Response Generation ACL 2019 Volumetric Capture of Humans With a Single RGBD Camera via Semi-Parametric Learning CVPR 2019 WarpGAN: Automatic Caricature Generation CVPR 2019 Wasserstein Barycenter Model Ensembling ICLR 2019 Wasserstein Dependency Measure for Representation Learning NeurIPS 2019 Wasserstein of Wasserstein Loss for Learning Generative Models ICML 2019 Weakly-Supervised Concept-based Adversarial Learning for Cross-lingual Word Embeddings EMNLP 2019 Weakly Supervised Deep Image Hashing Through Tag Embeddings CVPR 2019 Weakly-Supervised Discovery of Geometry-Aware Representation for 3D Human Pose Estimation CVPR 2019 Weakly-Supervised Hierarchical Text Classification AAAI 2019 Weakly Supervised Image Classification Through Noise Regularization CVPR 2019 Weakly Supervised Instance Segmentation using the Bounding Box Tightness Prior NeurIPS 2019 Weakly Supervised Scene Parsing with Point-Based Distance Metric Learning AAAI 2019 Weakly-Supervised Simultaneous Evidence Identification and Segmentation for Automated Glaucoma Diagnosis AAAI 2019 Weakly-Supervised Spatio-Temporally Grounding Natural Sentence in Video ACL 2019 Weakly Supervised Video Moment Retrieval From Text Queries CVPR 2019 Weighted Channel Dropout for Regularization of Deep Convolutional Neural Network AAAI 2019 Weisfeiler and Leman Go Neural: Higher-Order Graph Neural Networks AAAI 2019 What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment CVPR 2019 What and Where the Themes Dominate in Image AAAI 2019 What Does It Mean to Learn in Deep Networks? And, How Does One Detect Adversarial Attacks? CVPR 2019