Agent Error Dataset: Scaling 50,000 Error--Diagnosis Pairs for Failure Analysis and Error-Aware Post-Training Paper • 2609.40111 • Published 12 days ago • 52
Rationale-Guided Policy Optimization: Learning to Reason with Adaptive Rationale Scaffolding Paper • 2610.07342 • Published 7 days ago • 21
TRIAGE: Direction-Aware Mismatch Stabilization of Native NVFP4 Reinforcement Learning Paper • 2610.07043 • Published 7 days ago • 44
SEER: Self-Evolving Event Reasoning and Retrieval for Time Series Forecasting Paper • 2610.04109 • Published 10 days ago • 35
Retrieval-Augmented Skill Optimization via Cross-Harness Adaptation Paper • 2609.38024 • Published 13 days ago • 64
WorldAuditBench: Interactive 3D World Auditing with Multimodal Agents Paper • 2609.40325 • Published 12 days ago • 106
VoxMem: Benchmarking Multimodal Memory in Large Audio Language Models Paper • 2609.32607 • Published 16 days ago • 134
Learning Beyond What You Sample: Off-Policy-Aware Cross-Model Trajectory Exchange for RLVR Paper • 2609.37868 • Published 13 days ago • 65
Beyond Teacher Assignment: Domain-Normalized Multi-Teacher On-Policy Distillation Paper • 2609.35347 • Published 14 days ago • 180
Not All Ranks Are Equal: Budget-Aware LoRA Merging Across Tasks Paper • 2609.22237 • Published Sep 3 • 10
The Past Frames the Future: Memory for Autoregressive Video Generation Paper • 2609.28466 • Published 19 days ago • 65
FRAUDSkill: Structured Frozen-Weight Skill Optimization for Audio Anti-Fraud Detection Paper • 2609.18766 • Published 26 days ago • 7
OmniVChat: Synthesizing, Benchmarking, and Training for Native Audio-Visual Dialogue Paper • 2609.21465 • Published 24 days ago • 153
Flash-dLLM: IO-Aware KV Caching and Parallel Decoding for Fast, Memory-Efficient Diffusion LLMs Paper • 2609.26796 • Published 20 days ago • 37
Harness-Zero: Harness Distillation via Agent-as-Harness Paper • 2609.24974 • Published 21 days ago • 38
MLLMs Hallucinate when Information Distribution Drifts in Synergy Heads Paper • 2609.09206 • Published Sep 5 • 11
When EOS Tokens Disagree: Understanding Length Inflation in On-Policy Distillation Paper • 2609.20511 • Published 25 days ago • 115
Gaze as Evidence for Common Grounding: A Cross-Corpus Analysis of MapTask and MUNDEX Paper • 2609.18011 • Published 26 days ago • 30