Machine Learning

AHCPTQ: Accurate and Hardware-Compatible Post-Training Quantization for Segment Anything Model ICCV 2025 A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs EMNLP 2025 A Hidden Stumbling Block in Generalized Category Discovery: Distracted Attention ICCV 2025 A High Dimensional Statistical Model for Adversarial Training: Geometry and Trade-Offs AISTATS 2025 A High-Efficiency Federated Learning Method Using Complementary Pruning for D2D Communication (Student Abstract) AAAI 2025 A High-Quality Text-Rich Image Instruction Tuning Dataset via Hybrid Instruction Generation COLING 2025 A Hitchhiker’s Guide to Scaling Law Estimation ICML 2025 AH-OCDA: Amplitude-Based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation WACV 2025 A Hubness Perspective on Representation Learning for Graph-Based Multi-View Clustering CVPR 2025 A Hybrid Approach for Visual Recognition of Object States AAAI 2025 A hybrid Approach to low-resource machine translation for Ojibwe verbs NAACL 2025 A Hybrid Framework for Airfoil Optimization: Combining PINNs and Genetic Algorithm (Student Abstract) AAAI 2025 A Hybrid LLM and Supervised Model Pipeline for Polymer Property Extraction from Tables in Scientific Literature AACL 2025 A Hybrid Multi-Factor Network with Dynamic Sequence Modeling for Early Warning of Intraoperative Hypotension IJCAI 2025 A Hybrid Quantum-Classical Fusion for Deep Semantic Paraphrase Detection AACL 2025 A Hybrid Transformer–Sequential Model for Depression Detection in Bangla–English Code-Mixed Text AACL 2025 A Hybrid Weighted Nearest Neighbour Classifier for Semi-Supervised Learning JMLR 2025 A Hyperdimensional One Place Signature to Represent Them All: Stackable Descriptors For Visual Place Recognition ICCV 2025 AI2Agent: An End-to-End Framework for Deploying AI Projects as Autonomous Agents ACL 2025 AI2TALE: An Innovative Information Theory-based Approach for Learning to Localize Phishing Attacks ICLR 2025 AI4Contracts: LLM & RAG-Powered Encoding of Financial Derivative Contracts IJCAI 2025 AIA: Autoregression-Based Injection Attacks Against Text2SQL Models AAAI 2025 AI and Climate Change Discourse: What Opinions Do Large Language Models Present? ACL 2025 AI Argues Differently: Distinct Argumentative and Linguistic Patterns of LLMs in Persuasive Contexts EMNLP 2025 AI as Humanity’s Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web Text ICLR 2025