OmniMem: Perturbation-aware Memory Compression for Streaming Audio-Visual LLMs
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PAI: Preserving Amplitude Information in Representation-Based Time-Series Anomaly Detecti…
Failure-Aware Refinement of Vision-Language Model for Lithography Defect Detection
TRIAGE: Dialectical Reasoning for Explainable Risk Prediction on Irregularly Sampled Medi…
More Yap Less Meaning: Uncovering Self-Improvement Behavior in SLMs
How Deep Are Deep GPs, Really? A Sharp Threshold and a Non-Gaussian Limit for Composition…
A case study of evaluating AI agents on a neuroscience data-to-discovery pipeline
GlobeAudio: A Multilingual Multicultural Benchmark for Naturalistic Evaluation of Large A…
CLASP: Language-Driven Robot Skill Selection and Composition using Task-Parameterized Lea…
Constrained Paraphrase Consistency for LLM Hallucination Detection
TempoBench: Evaluating Temporal Causal Reasoning in Large Language Models
CLPO: Curriculum Learning meets Policy Optimization for LLM Reasoning
Few-shot Class-variable Incremental Audio Classification via Prototype Adaptation and Pse…
Human-Centered Benchmarking of Driver Monitoring Models
Why Limit the Residual Stream to Layers and Not Tokens? Persistent Memory for Continuous …
Automatic Extraction of Structured Information from Brain MRI Reports Using an Open-Weigh…
Summarization is Not Dead Yet
Decoupling Semantics and Logic: A Training-Free Coarse-to-Fine Pipeline for Video Retriev…
Quantum-Enhanced Similarity Measures for Polarimetric Materials Classification
SHIELD-IDS: Structurally Heterogeneous Ensemble with Integrated Layered Defense for Intru…
Beyond Accuracy: Interpreting Topic Representation in Suicide Ideation Detection Models
Land cover and flood type govern the detection limits of satellite-based flood mapping ac…
RAPID: Layer-Wise Redundancy-Aware Pruning and Importance-Driven Token Merging for Effici…
Query Lens: Interpreting Sparse Key-Value Features with Indirect Effects
Item Response Scaling Laws: A Measurement Theory Approach for Efficient and Generalizable…
Sound and Complete Neurosymbolic Reasoning with LLM-Grounded Interpretations
Principled Agent Debate: Adversarial Arbitration for Sycophancy Reduction in Large Langua…
mllm-shap: A Shapley Value Explainability Platform for Text-Audio Multimodal Large Langua…
Improving Multimodal Reasoning via Worst Dimension Optimization
IDEQ -- Improving Diffusion Models for the Traveling Salesman Problem (TSP) by Leveraging…