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

3

2

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12

24

14

20

29

31

32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

'5

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'15

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'25

Papers (including subtopics)

SpaFL: Communication-Efficient Federated Learning With Sparse Models And Low Computational Overhead NeurIPS 2024 Sparse High Rank Adapters NeurIPS 2024 Spatio-Temporal Encoding of Brain Dynamics with Surface Masked Autoencoders MIDL 2024 Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation ICLR 2024 SpeAr: A Spectral Approach for Zero-Shot Node Classification NeurIPS 2024 SPEAR: Exact Gradient Inversion of Batches in Federated Learning NeurIPS 2024 Spectral Prompt Tuning: Unveiling Unseen Classes for Zero-Shot Semantic Segmentation AAAI 2024 Speech foundation models in healthcare: Effect of layer selection on pathological speech feature prediction Interspeech 2024 Speech Recognition Models are Strong Lip-readers Interspeech 2024 Speech-to-Speech Translation with Discrete-Unit-Based Style Transfer ACL 2024 SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and Preparedness EMNLP 2024 SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network NeurIPS 2024 SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions EMNLP 2024 SPOC: Imitating Shortest Paths in Simulation Enables Effective Navigation and Manipulation in the Real World CVPR 2024 Spoken-Term Discovery using Discrete Speech Units Interspeech 2024 SportQA: A Benchmark for Sports Understanding in Large Language Models NAACL 2024 SPRING Lab IITM’s Submission to Low Resource Indic Language Translation Shared Task EMNLP 2024 SPTNet: An Efficient Alternative Framework for Generalized Category Discovery with Spatial Prompt Tuning ICLR 2024 SQFT: Low-cost Model Adaptation in Low-precision Sparse Foundation Models EMNLP 2024 SSN_Semeval10 at SemEval-2024 Task 10: Emotion Discovery and Reasoning its Flip in Conversations SemEval 2024 SSP: Self-Supervised Prompting for Cross-Lingual Transfer to Low-Resource Languages using Large Language Models EMNLP 2024 SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation CVPR 2024 Stabilized Proximal-Point Methods for Federated Optimization NeurIPS 2024 Stabilizing Contrastive RL: Techniques for Robotic Goal Reaching from Offline Data ICLR 2024 StablePrompt : Automatic Prompt Tuning using Reinforcement Learning for Large Language Model EMNLP 2024