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Active Learning

1885 directly classified papers

Papers per year

Papers

Knowledge Acquisition for Human-In-The-Loop Image Captioning AISTATS 2023
Adaptive Identification of Populations with Treatment Benefit in Clinical Trials: Machine Learning Challenges and Solutions ICML 2023
Active Coverage for PAC Reinforcement Learning COLT 2023
Audit Report Coverage Assessment using Sentence Classification IJCNLP 2023
Active Velocity Estimation using Light Curtains via Self-Supervised Multi-Armed Bandits RSS 2023
Active PETs: Active Data Annotation Prioritisation for Few-Shot Claim Verification with Pattern Exploiting Training EACL 2023
The Best of Both Worlds: Combining Human and Machine Translations for Multilingual Semantic Parsing with Active Learning ACL 2023
Transfer and Active Learning for Dissonance Detection: Addressing the Rare-Class Challenge ACL 2023
Active Exploration of Multimodal Complementarity for Few-Shot Action Recognition CVPR 2023
Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm CVPR 2023
EASAL: Entity-Aware Subsequence-Based Active Learning for Named Entity Recognition AAAI 2023
Teaching to Learn: Sequential Teaching of Learners with Internal States AAAI 2023
Box-Level Active Detection CVPR 2023
Incentivizing Exploration with Linear Contexts and Combinatorial Actions ICML 2023
Streaming Active Learning with Deep Neural Networks ICML 2023
Does Knowing When Help Is Needed Improve Subgoal Hint Performance in an Intelligent Data-Driven Logic Tutor? AAAI 2023
A Two-Stage Active Learning Algorithm for k-Nearest Neighbors ICML 2023
JAWS-X: Addressing Efficiency Bottlenecks of Conformal Prediction Under Standard and Feedback Covariate Shift ICML 2023
Interactive Concept Bottleneck Models AAAI 2023
Additive Causal Bandits with Unknown Graph ICML 2023
Multi-Objective GFlowNets ICML 2023
CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design ICML 2023
Multi-task Representation Learning for Pure Exploration in Linear Bandits ICML 2023
Yu Sheng: Human-in-Loop Classical Chinese Poetry Generation System EACL 2023
Memory-Based Dual Gaussian Processes for Sequential Learning ICML 2023