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)

WELDON: Weakly Supervised Learning of Deep Convolutional Neural Networks CVPR 2016 What Players Do With the Ball: A Physically Constrained Interaction Modeling CVPR 2016 What Value Do Explicit High Level Concepts Have in Vision to Language Problems? CVPR 2016 Where to Look: Focus Regions for Visual Question Answering CVPR 2016 Why do ASR Systems Despite Neural Nets Still Depend on Robust Features Interspeech 2016 Yin and Yang: Balancing and Answering Binary Visual Questions CVPR 2016 A Convolutional Neural Network Cascade for Face Detection CVPR 2015 Action Recognition With Trajectory-Pooled Deep-Convolutional Descriptors CVPR 2015 Active Learning from Weak and Strong Labelers NeurIPS 2015 Adversarial Prediction Games for Multivariate Losses NeurIPS 2015 Approximating Sparse PCA from Incomplete Data NeurIPS 2015 Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question NeurIPS 2015 Associating Neural Word Embeddings With Deep Image Representations Using Fisher Vectors CVPR 2015 Associative Memory via a Sparse Recovery Model NeurIPS 2015 Automatic Concept Discovery From Parallel Text and Visual Corpora ICCV 2015 Backpropagation for Energy-Efficient Neuromorphic Computing NeurIPS 2015 Beyond Spatial Pooling: Fine-Grained Representation Learning in Multiple Domains CVPR 2015 Bidirectional Recurrent Neural Networks as Generative Models NeurIPS 2015 Bilinear Heterogeneous Information Machine for RGB-D Action Recognition CVPR 2015 BinaryConnect: Training Deep Neural Networks with binary weights during propagations NeurIPS 2015 Burst Deblurring: Removing Camera Shake Through Fourier Burst Accumulation CVPR 2015 Category-Specific Object Reconstruction From a Single Image CVPR 2015 Class Consistent Multi-Modal Fusion With Binary Features CVPR 2015 Collaborative Feature Learning From Social Media CVPR 2015 Color Constancy by Learning to Predict Chromaticity from Luminance NeurIPS 2015