Papers
Beyond Single-Modal Boundary: Cross-Modal Anomaly Detection through Visual Prototype and Harmonization
Kai Mao, Ping Wei, Yiyang Lian et al.
Beyond single neurons: population response geometry in digital twins of mouse visual cortex
Dario Liscai, Emanuele Luconi, Alessandro Marin Vargas et al.
Beyond Single-User Dialogue: Assessing Multi-User Dialogue State Tracking Capabilities of Large Language Models
Sangmin Song, Juhwan Choi, JungMin Yun et al.
Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis
Yicheng Lang, Kehan Guo, Yue Huang et al.
Beyond Sin-Squared Error: Linear Time Entrywise Uncertainty Quantification for Streaming PCA
Syamantak Kumar, Shourya Pandey, Purnamrita Sarkar
Beyond Size-Based Metrics: Measuring Task-Specific Complexity in Symbolic Regression
Krzysztof Kacprzyk, Mihaela van der Schaar
Beyond Skip Connection: Pooling and Unpooling Design for Elimination Singularities
Chengkun Sun, Jinqian Pan, Zhuoli Jin et al.
Beyond Spatial Domain: Cross-domain Promoted Fourier Convolution Helps Single Image Dehazing
Xiaozhe Zhang, Haidong Ding, Fengying Xie et al.
Beyond Spatial Explanations: Explainable Face Recognition in the Frequency Domain
Marco Huber, Naser Damer
Beyond Spatial Frequency: Pixel-wise Temporal Frequency-based Deepfake Video Detection
Taehoon Kim, Jongwook Choi, Yonghyun Jeong et al.
Beyond Spurious Signals: Debiasing Multimodal Large Language Models via Counterfactual Inference and Adaptive Expert Routing
Zichen Wu, Hsiu-Yuan Huang, Yunfang Wu
Beyond Squared Error: Exploring Loss Design for Enhanced Training of Generative Flow Networks
Rui Hu, Yifan Zhang, Zhuoran Li et al.
Beyond Static Testbeds: An Interaction-Centric Agent Simulation Platform for Dynamic Recommender Systems
Song Jin, Juntian Zhang, Yuhan Liu et al.
Beyond Statistical Analysis: Multimodal Framework for Time Series Forecasting with LLM-Driven Temporal Pattern
Jiahong Xiong, Chengsen Wang, Haifeng Sun et al.
Beyond statistical significance: Quantifying uncertainty and statistical variability in multilingual and multitask NLP evaluation
Jonne Sälevä, Duygu Ataman, Constantine Lignos
Beyond statistical significance: Quantifying uncertainty and statistical variability in multilingual and multitask NLP evaluation
Jonne Sälevä, Duygu Ataman, Constantine Lignos
Beyond Summaries: Multi-Agent Generation of Investment Reports with Text, Tables, and Charts
Weijie Yang, Junbo Peng
Beyond Surface Alignment: Rebuilding LLMs Safety Mechanism via Probabilistically Ablating Refusal Direction
Yuanbo Xie, Yingjie Zhang, Tianyun Liu et al.
Beyond Surface-Level Patterns: An Essence-Driven Defense Framework Against Jailbreak Attacks in LLMs
Shiyu Xiang, Ansen Zhang, Yanfei Cao et al.
Beyond Surface Simplicity: Revealing Hidden Reasoning Attributes for Precise Commonsense Diagnosis
Huijun Lian, Zekai Sun, Keqi Chen et al.
Beyond Surface Structure: A Causal Assessment of LLMs' Comprehension ability
Yujin Han, Lei Xu, Sirui Chen et al.
Beyond Surprisal: A Dual Metric Framework for Lexical Skill Acquisition in LLMs
Nazanin Shafiabadi, Guillaume Wisniewski
Beyond Symmetry in Repeated Games with Restarts
Henry Fleischmann, Kiriaki Fragkia, Ratip Emin Berker
Beyond Task-Oriented and Chitchat Dialogues: Proactive and Transition-Aware Conversational Agents
Yejin Yoon, Yuri Son, Namyoung So et al.
Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning
Fan Shi, Bin Li, Xiangyang Xue