Beyond Domain-Routed Supervision: Cross-Teacher Guarding for Multi-Teacher On-Policy Distillation
Paper • 2610.13521 • Published • 234
Shi-Yu Tian
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Beyond Domain-Routed Supervision: Cross-Teacher Guarding for Multi-Teacher On-Policy Distillation
Paper • 2610.13521 • Published • 234
Self-Evolving Neuro-Symbolic Skills for Tool-Augmented Spatial Reasoning
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LAST: Leveraging Tools as Hints to Enhance Spatial Reasoning for Multimodal Large Language Models
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TabularMath: Understanding Math Reasoning over Tables with Large Language Models
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CroSel: Cross Selection of Confident Pseudo Labels for Partial-Label Learning
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STEGNav: Spatio-Temporal Event Graph Reasoning for Multimodal Lifelong Object Navigation
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LawGPT: Knowledge-Guided Data Generation and Its Application to Legal LLM
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LookStep: Efficient Vision-Language Navigation with Linguistic Foresight and Event Driven Memory
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VC Search: Bridging the Gap Between Well-Defined and Ill-Defined Problems in Mathematical Reasoning
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MapTab: Can MLLMs Master Constrained Route Planning?
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On the Learnability of Test-Time Adaptation: A Recovery Complexity Perspective
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Thinking with Tables: Enhancing Multi-Modal Tabular Understanding via Neuro-Symbolic Reasoning
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NeSy-Route: A Neuro-Symbolic Benchmark for Constrained Route Planning in Remote Sensing
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