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novelty detection

94 papers

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Co-occurring keywords · papers mentioning both

anomaly detection (15) out-of-distribution detection (10) open-set recognition (9) one-class classification (8) outlier detection (8) contrastive learning (7) representation learning (7) generative model (6) large language model (6) generative adversarial network (5)

Papers

Assessing LLMs for Serendipity Discovery in Knowledge Graphs: A Case for Drug Repurposing AAAI 2026 A Domain-Independent Agent Architecture for Adaptive Operation in Evolving Open Worlds AAAI 2025 COSTARR: Consolidated Open Set Technique with Attenuation for Robust Recognition ICCV 2025 Creative Preference Optimization EMNLP 2025 Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications NAACL 2025 GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation ICLR 2025 Human Activity Recognition in an Open World (Abstract Reprint) IJCAI 2025 Infinite-dimensional Mahalanobis Distance with Applications to Kernelized Novelty Detection JMLR 2025 Literature-Grounded Novelty Assessment of Scientific Ideas ACL 2025 NovAScore: A New Automated Metric for Evaluating Document Level Novelty COLING 2025 Novelty Detection in Reinforcement Learning with World Models ICML 2025 Novelty-Guided Data Reuse for Efficient and Diversified Multi-Agent Reinforcement Learning AAAI 2025 NovPhy: A Physical Reasoning Benchmark for Open-World AI Systems Author Links Open Overlay Panel (Abstract Reprint) IJCAI 2025 Robust Novelty Detection through Style-Conscious Feature Ranking WACV 2025 Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis ACL 2025 What's New in My Data? Novelty Exploration via Contrastive Generation ICLR 2025 SciMON: Scientific Inspiration Machines Optimized for Novelty ACL 2024 Transductive conformal inference with adaptive scores AISTATS 2024 Universal Novelty Detection Through Adaptive Contrastive Learning CVPR 2024 Unsupervised Novelty Detection in Pretrained Representation Space with Locally Adapted Likelihood Ratio AISTATS 2024 Virtual Action Actor-Critic Framework for Exploration (Student Abstract) AAAI 2024 A Unified Evaluation Framework for Novelty Detection and Accommodation in NLP with an Instantiation in Authorship Attribution ACL 2023 Derandomized novelty detection with FDR control via conformal e-values NeurIPS 2023 Fake It Until You Make It : Towards Accurate Near-Distribution Novelty Detection ICLR 2023 G2Pxy: Generative Open-Set Node Classification on Graphs with Proxy Unknowns IJCAI 2023