Dream2Discern: Learning from Hard Latent Variants for Runtime Failure Prediction in Multi-Agent Systems Paper • 2610.16071 • Published 19 days ago • 16
Dream2Discern: Learning from Hard Latent Variants for Runtime Failure Prediction in Multi-Agent Systems Paper • 2610.16071 • Published 19 days ago • 16
EdgeWise: Bringing Long-Horizon Agents to the Edge via Selective Cloud Delegation Paper • 2610.17560 • Published 18 days ago • 31
Seeing, Maintaining, and Learning: The Evolution of Multimodal Agent Memory Paper • 2610.19366 • Published 17 days ago • 54
Seeing, Maintaining, and Learning: The Evolution of Multimodal Agent Memory Paper • 2610.19366 • Published 17 days ago • 54
Seeing, Maintaining, and Learning: The Evolution of Multimodal Agent Memory Paper • 2610.19366 • Published 17 days ago • 54
Why MLLMs Struggle to Count: Overcoming Individuation and Aggregation Bottlenecks with ConvStack Paper • 2609.37096 • Published 29 days ago
Counting Circuits: Mechanistic Interpretability of Visual Reasoning in Large Vision-Language Models Paper • 2603.18523 • Published Mar 19 • 1
Hallucinatory Image Tokens: A Training-free EAZY Approach on Detecting and Mitigating Object Hallucinations in LVLMs Paper • 2503.07772 • Published Jul 4, 2025 • 1
DeepSieve: Information Sieving via LLM-as-a-Knowledge-Router Paper • 2507.22050 • Published Jul 29, 2025
RAGRouter-Bench: A Dataset and Benchmark for Adaptive RAG Routing Paper • 2602.00296 • Published Jan 30
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Paper • 2605.15128 • Published May 14 • 66
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Paper • 2605.15128 • Published May 14 • 66
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Paper • 2605.15128 • Published May 14 • 66
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Paper • 2605.15128 • Published May 14 • 66
Micro-Defects Expose Macro-Fakes: Detecting AI-Generated Images via Local Distributional Shifts Paper • 2605.09296 • Published May 10 • 4