Paper page - PREPING: Building Agent Memory without Tasks
… AI-generated summary Agent memory is typically constructed either offline from curated demonstrations or online from post-deployment interactions. …
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Paper page - Online Self-Calibration Against Hallucination in Vision-Language Models
… However, this offline paradigm introduces a Supervision-Perception Mismatch: the student model is forced to align with fine-grained details beyond its perceptual capacity, learning to guess rather than to see. …
Paper page - Offline Evaluation Measures of Fairness in Recommender Systems
… 2026 When Fairness Metrics Disagree: Evaluating the Reliability of Demographic Fairness Assessment in Machine Learning 2026 Exploring How Fair Model Representations Relate to Fair Recommendations 2026 Can Fairness Be Prompted? …
Paper page - Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling
… The following papers were recommended by the Semantic Scholar API InternVL-U: Democratizing Unified Multimodal Models for Understanding, Reasoning, Generation and Editing 2026 AIM: Intent-Aware Unified world action Modeling with Spatial Value Maps 2026 Unify-Agent: A Unified Multimodal Agent for Wo… …