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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103

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1,124

1,566

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Papers (including subtopics)

LINe: Out-of-Distribution Detection by Leveraging Important Neurons CVPR 2023 Linkless Link Prediction via Relational Distillation ICML 2023 LKAU23 at Qur’an QA 2023: Using Transformer Models for Retrieving Passages and Finding Answers to Questions from the Qur’an EMNLP 2023 LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day NeurIPS 2023 LLMaAA: Making Large Language Models as Active Annotators EMNLP 2023 LLM-driven Instruction Following: Progresses and Concerns EMNLP 2023 LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models ICCV 2023 Localizing Moments in Long Video Via Multimodal Guidance ICCV 2023 Local or Global: Selective Knowledge Assimilation for Federated Learning with Limited Labels ICCV 2023 LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning NeurIPS 2023 Logical Message Passing Networks with One-hop Inference on Atomic Formulas ICLR 2023 LoGoPrompt: Synthetic Text Images Can Be Good Visual Prompts for Vision-Language Models ICCV 2023 Long-tailed Extreme Multi-label Text Classification by the Retrieval of Generated Pseudo Label Descriptions EACL 2023 Losses over Labels: Weakly Supervised Learning via Direct Loss Construction AAAI 2023 Lossless Adaptation of Pretrained Vision Models For Robotic Manipulation ICLR 2023 LOVM: Language-Only Vision Model Selection NeurIPS 2023 Low-Rank Updates of pre-trained Weights for Multi-Task Learning ACL 2023 LowResource at BLP-2023 Task 2: Leveraging BanglaBert for Low Resource Sentiment Analysis of Bangla Language EMNLP 2023 Low-Resource Compositional Semantic Parsing with Concept Pretraining EACL 2023 Low-Resource Cross-Lingual Adaptive Training for Nigerian Pidgin Interspeech 2023 Low-Resource Formality Controlled NMT Using Pre-trained LM ACL 2023 Low-Resource Machine Translation Systems for Indic Languages EMNLP 2023 Low-Resource Personal Attribute Prediction from Conversations AAAI 2023 Low-shot Object Learning with Mutual Exclusivity Bias NeurIPS 2023 LT at SemEval-2023 Task 1: Effective Zero-Shot Visual Word Sense Disambiguation Approaches using External Knowledge Sources SemEval 2023