conftrace_

Learning Paradigms

14,967 papers (9 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Transfer Learning (8,172) Few-Shot Learning (2,681) Meta-Learning (1,719) Federated Learning (1,560) Zero-Shot Learning (878) Continual Learning (189) Domain Adaptation (184) Self-Supervised Learning (158) Active Learning (154) Multi-Task Learning (145) Semi-Supervised Learning (86) In-Context Learning (53) Unsupervised Learning (53) Domain Generalization (26) Weakly Supervised Learning (23)

Papers per year

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12

24

14

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32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

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Papers (including subtopics)

Deductive Learning for Weakly-Supervised 3D Human Pose Estimation via Uncalibrated Cameras AAAI 2021 Deep Drone Acrobatics (Extended Abstract) IJCAI 2021 Deep Feature CycleGANs: Speaker Identity Preserving Non-Parallel Microphone-Telephone Domain Adaptation for Speaker Verification Interspeech 2021 Deep Feature Transfer Learning for Automatic Pronunciation Assessment Interspeech 2021 DeepI2P: Image-to-Point Cloud Registration via Deep Classification CVPR 2021 Deep inference of latent dynamics with spatio-temporal super-resolution using selective backpropagation through time NeurIPS 2021 Deep kernels with probabilistic embeddings for small-data learning UAI 2021 DeepMetaHandles: Learning Deformation Meta-Handles of 3D Meshes With Biharmonic Coordinates CVPR 2021 Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks ICLR 2021 Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT EACL 2021 Deep Transfer Tensor Decomposition with Orthogonal Constraint for Recommender Systems AAAI 2021 Defending against Backdoors in Federated Learning with Robust Learning Rate AAAI 2021 DeFRCN: Decoupled Faster R-CNN for Few-Shot Object Detection ICCV 2021 Delayed Gradient Averaging: Tolerate the Communication Latency for Federated Learning NeurIPS 2021 Delving Deep Into Many-to-Many Attention for Few-Shot Video Object Segmentation CVPR 2021 Demonstration-Conditioned Reinforcement Learning for Few-Shot Imitation ICML 2021 Demonstration-Guided Reinforcement Learning with Learned Skills CoRL 2021 Densely Guided Knowledge Distillation Using Multiple Teacher Assistants ICCV 2021 Detecting Anatomical and Functional Connectivity Relations in Biomedical Literature via Language Representation Models NAACL 2021 Detecting Individual Decision-Making Style: Exploring Behavioral Stylometry in Chess NeurIPS 2021 DG-LMC: A Turn-key and Scalable Synchronous Distributed MCMC Algorithm via Langevin Monte Carlo within Gibbs ICML 2021 Differentially Private and Communication Efficient Collaborative Learning AAAI 2021 Differentially Private Federated Bayesian Optimization with Distributed Exploration NeurIPS 2021 Differentially Private Learning with Adaptive Clipping NeurIPS 2021 Differentially Private Model Personalization NeurIPS 2021