conftrace_

novelty detection

86 papers

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Co-occurring keywords

anomaly detection (747) out-of-distribution detection (617) open-set recognition (127) one-class classification (62) outlier detection (319) representation learning (6206) large language model (13587) generative model (2892) contrastive learning (4032) unsupervised learning (3264)

Papers

Assessing LLMs for Serendipity Discovery in Knowledge Graphs: A Case for Drug Repurposing AAAI 2026
Infinite-dimensional Mahalanobis Distance with Applications to Kernelized Novelty Detection JMLR 2025
Literature-Grounded Novelty Assessment of Scientific Ideas ACL 2025
Human Activity Recognition in an Open World (Abstract Reprint) IJCAI 2025
Novelty-Guided Data Reuse for Efficient and Diversified Multi-Agent Reinforcement Learning AAAI 2025
A Domain-Independent Agent Architecture for Adaptive Operation in Evolving Open Worlds AAAI 2025
NovAScore: A New Automated Metric for Evaluating Document Level Novelty COLING 2025
NovPhy: A Physical Reasoning Benchmark for Open-World AI Systems Author Links Open Overlay Panel (Abstract Reprint) IJCAI 2025
COSTARR: Consolidated Open Set Technique with Attenuation for Robust Recognition ICCV 2025
Attention Overflow: Language Model Input Blur during Long-Context Missing Items Identification AACL 2025
Creative Preference Optimization EMNLP 2025
Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications NAACL 2025
Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis ACL 2025
Robust Novelty Detection through Style-Conscious Feature Ranking WACV 2025
Transductive conformal inference with adaptive scores AISTATS 2024
Virtual Action Actor-Critic Framework for Exploration (Student Abstract) AAAI 2024
Unsupervised Novelty Detection in Pretrained Representation Space with Locally Adapted Likelihood Ratio AISTATS 2024
Universal Novelty Detection Through Adaptive Contrastive Learning CVPR 2024
SciMON: Scientific Inspiration Machines Optimized for Novelty ACL 2024
Novel Feature Discovery for Task-Oriented Dialog Systems EACL 2023
G2Pxy: Generative Open-Set Node Classification on Graphs with Proxy Unknowns IJCAI 2023
Reconstructing Humpty Dumpty: Multi-Feature Graph Autoencoder for Open Set Action Recognition WACV 2023
Open Set Action Recognition via Multi-Label Evidential Learning CVPR 2023
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 NIPS 2023